Voices The hidden figures behind automation – Accounting Today

The current job description of an accounts payable clerk will disappear in possibly as little as 20 years. This may seem bleak, but the reality is that software advances, developments in robotics, AI and machine learning are bringing a new age of automation one in which machines will be able to outperform humans in various work tasks.

According to McKinsey Global institutes January 2017 report on the future of automation, nearly half of the activities that people are paid to do in the global economy can be automated by adapting currently demonstrated technology. Activities most susceptible to this automation are repetitive, non-creative tasks such as data collection and processing. This puts at risk many jobs in customer service, sales, invoicing, account management and other data entry positions, not the least of which includes AP clerks.

However, these projections dont necessarily mean that the future is hopeless for those holding AP positions. In McKinseys words, People will need to continue working alongside machines to produce the growth in per capita GDP to which countries around the world aspire.

Skilled employees will work alongside software automation and RPA (robotic process automation) to approve data analyzation, guide software in the right direction and even perform tasks that we may not know exist yet. This will require some new skills-based learning, but it is also an opportunity for AP department employees to step out from behind the curtain, develop their job descriptions and have more interesting and meaningful jobs. Employees will be able to focus on raising their profile, supporting the business with more meaningful work, providing good internal service, and in turn, be more motivated.

Reckon this is wishful thinking? Think again. Its been done before.

After all, the first computers wore skirts. In the early decades of the 1900s, mathematical and technical calculations were made manually rather than by machine. This work required a large workforce to compute all the information. With the industrial boom brought on by WWII, organizations like NASA began recruiting women for this work, who they called computers. It has even been said that the first computers wore skirts.

Eventually, as the machines we know today as computers began to develop, many of these manual tasks were automated. Rather than discarding the women that had previously done this job, NASA and other organizations simply retrained employees to work alongside these machines and perform less menial tasks. This conscious step allowed the women who had been the quiet backbone of the organization to make themselves and their work known.

One example recently made popular by the book and award-winning film Hidden Figures is that of African-American physicist and mathematician Katherine Johnson and her team. Johnson worked as a computer on NASAs early team from 1953-1958, where she analyzed topics such as gust alleviation for aircrafts. When NASA used electronic computers for the first time to calculate John Glenns first orbit around the earth, officials asked Johnson to verify the computers numbers and her reputation for accuracy helped establish confidence in the new technology. Johnson herself went on to use these new computers to aid in calculations until her retirement in 1986. Similarly, the value of AP clerks and other accounting professionals will shift as they become valuable as human analysts and strategists, vital in the role of validating a machines processes.

These kinds of shifts can be seen throughout history, like in the move away from agriculture and decreases in manufacturing share of employment in the United States, both of which were accompanied by the creation of new types of work not foreseen at the time.

We can expect a similar response to automation in the accounts payable department. As AP software becomes more advanced, clerks and controllers will evolve to work with it, not be replaced by it. The important work of AP clerks will no longer be in the shadows. The job will be transformed from paper pusher to vital business asset.

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Voices The hidden figures behind automation - Accounting Today

Recent Amazon outage highlights need for cloud automation – Network World

Network World | Mar 9, 2017 6:02 AM PT

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As most internet users are aware, last week Amazon faced one of its largest service outages since the launch of Amazon Web Services (AWS). The list of disrupted businesses read like a dire who's who of the internet, from Netflix to Pinterest to Airbnb. The cause of the AWS S3 outage appears to be a fat-finger typo by an authorized Amazon system administrator who was troubleshooting an unrelated problem.

It happens, and it happens often.

According to research from Ponemon Institutein 2016, at least 22 percent of data center outages each year are caused by human error. Outages have far-ranging impacts, from business disruption and lost revenue, to end user productivity. The average cost of an outage has increased by 38 percent since 2010 from $505,502 to $740,357 in 2016.

The fact that Amazon has not experienced many more outages like this so far is a testament to just how good their processes truly are. Apparently, though, the public cloud is not going to save us from human error. We should all have a contingency for these inevitable outages. One of the most striking features of this outage was just how businesses had such a plan in place.

Many just waited on Amazon to fix the problem and took the cue to take a break, go outside and see the sunshine. Let's call that "service provider induced learned helplessness," and it can happen when your service provider is excellent, even superb. It is laboring luxuriously under the delusion that your service provider will always be there to mitigate your disaster and that your operational responsibility ends with their SLA. Nice work if you can get it.

Others, as frantic Twitter and forum chronologies show, worked furiously to restore their sites as fast as possible. A few just flipped a switch to their backup and quietly went on with their day, and a handful flipped no switch at all. How did they do it?

Rob Scott, vice president of software at the engagement company Spire, described a "sense of awe watching the automatic mitigation as it happened" using Kubernetes. Kubernetes, an open-source project originally from Google, can orchestrate complex multi-tier applications in near real time. In Spire's case, Kubernetes detected the outage immediately with active monitoring, automatically replacing failed servers with new ones in another availability zone.

Kubernetes has seen a lot of activity recently, with dozens of vendors piling on as partners and contributors. Although the system is maturing rapidly, Kubernetes is known for its complexity, and getting the system running can still be a real challenge. A recent release, version 1.4, attempts to simplify Kubernetes deployment with a new tool called kubeadm.

Other open-source projects such asOASIS TOSCA, Hashicorp's Terraformand Docker's Compose, take a different approach. In this model, system administrators predefine the desired state using a high-level programming or configuration language. There are many advantages to this method. Changes are implemented in code and placed into software revision control systems like git. System administrators rely upon the orchestrator to converge the cloud environment to the target state automatically. Upgrading an entire environment to new versions of application servers can be as easy as running a single command.

Despite the availability of so many excellent tools, the real-world difficulty of running failover and replication in the cloud was still a common complaint in postmortem discussion around the internet. The complexity of even a single cloud service provider like Amazon is not easily conquered by a single tool. There is still a multi-year battle between numerous vendors and open-source projects over cloud orchestration, and as of yet, there is still no clear winner. This situation leaves developer and IT teams in the precarious position of needing to make a rather risky bet on the future of cloud automation.

At this point, the safest best is still on containerization being a pillar of the automated future. It is now almost a foregone conclusion that containers will be the de facto packaging for microservices (and everything else) going forward, so the work of containerizing will surely pay dividends for IT and development teams. Just take care to avoid overinvesting in a solution that strays too far from the mindset of the underlying containerization layer.

This article is published as part of the IDG Contributor Network. Want to Join?

James Thomason is the CTO of HyperGrid. He is a Silicon Valley entrepreneur with a career track record of $1.1 billion in successful acquisitions and IPOs.

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Recent Amazon outage highlights need for cloud automation - Network World

Daily Reads: Trump Fills Government with Lobbyists; It’s Been a Hot Winter, Blame Climate Change – BillMoyers.com

A roundup of stories we're reading at BillMoyers.com HQ...

Daily Reads: Trump Fills Government [...]

President Donald Trump enters the Oval Office on March 5, 2017. (Photo by Erik S. Lesser-Pool/Getty Images)

We produce this news digest every weekday. You can sign up to receive these updates as an email newsletter each morning.

Whos who > Although there are still tons of government jobs to fill, Donald Trump has been at workinstalling loyalistswithin federal agencies to serve as his eyes and ears. Hundreds are now on the job, and someone leaked a partial list to ProPublica.The list is striking for how many former lobbyists it contains, Justin Elliott, Derek Kravitz and Al Shaw note. We found at least 36, spanning industries from health insurance and pharmaceuticals to construction, energy and finance. Many of them lobbied in the same areas that are regulated by the agencies they have now joined.

Blame climate change > Weve got another two weeks until spring officially starts, but the weather doesnt seem to know that. It once was risky to tie unseasonable temperatures to climate change; climate change research had not progressed enough that scientists definitively could make a clear link. But Brian Kahn writes for Climate Central that the freakishly warm February in the US was at least three times more likely than it was around 120 years ago, according to the analysis by scientists working on the World Weather Attribution team. While it was a month to remember, by mid-century that type of heat could occur every three years unless carbon pollution is curtailed.

Those who should know oppose GOP health care> It only took two days: hospitals (and the American Medical Association) already have come out against the Republican Obamacare replacement. In a letter to Congress, Richard Pollack, head of the American Hospital Association, writes, We look forward to continuing to work with the Congress and the Administration on ACA reform, but we cannot support The American Health Care Act in its current form. The group is particularly concerned about the part of the bill that scales back the Medicaid expansion, effectively blocking access to health care for millions of the poor.

The AARP also quickly cut an ad coming out against the bill for effectively hiking prices for older Americans which the talking squirrel in their ad calls an age tax. Patrick Caldwall writes for Mother Jones that Obamacare said that health insurers could not charge their older clients more than three times as much as the youngest consumers. The GOPs plan would bump that ratio up to 5-to-1.

Better late than never? > It turns out that from August until November 2016, former National Security Advisor Michael Flynn was paid half a million dollars to lobby the US government on behalf of the Turkish government. That could explain why he published an op-ed on Election Day calling for the US government to kick Fethullah Glen, the cleric who Turkish President Recep Tayyip Erdogan considers an enemy, out of the country (Glen lives in Pennsylvania). Flynn just filed forms with the Justice Department, declaring himself a foreign agent.

What a coincidence > Ivanka Trump and Jared Kushner are renting a house in a fancy DC neighborhood from a Chilean billionaire. Interesting. More interesting: The Chilean billionaire owns a mine in Minnesota, and is suing the US government over Obama-era policies that he thinks will cut into his mines profits. Hes currently lobbying Donald Trump to reverse those policies.

Lucky break? > Secretary of State Rex Tillerson may have still owned millions of dollars of ExxonMobil stock at the time President Trump made praising the oil giant a matter of White House policy, Claudia Koerner reports for Buzzfeed. Before becoming secretary of state, Tillerson owned 600,000 shares of Exxon stock. He pledged to divest them by May 2.

Its good to be king > According to the AP, China has granted preliminary approval for 38 new Trump trademarks, paving the way for President Donald Trump and his family to develop a host of branded businesses from hotels to insurance to bodyguard and escort services.

Pay to stay > In jail with money to burn? Some California jails will let you upgrade to a nicer cell, or stay in a nicer jail, The Marshall Project reports.

Artists and writers interrogated > In addition to stories of deportation under the Trump administration, PEN America notes that more and more reports are emerging of travelers including US citizens returning home being subjected to aggressive interrogations at the border that leave them humiliated, angry, and bewildered. Several prominent writers have spoken out in recent weeks about such experiences, which have altered their views of the United States and what it stands for.

Working-class roots > In more than 50 countries, women protested and went on strike in observance of International Womens Day. At In These Times, Kate Aronoff digs into the history of working-class women fomenting change in America. And at Jacobin, Cintia Frencia & Daniel Gaido write about the holidays socialist origins:

Simply put, International Womens Day was, from the very beginning, a Working Womens Day. While its immediate objective was to win universal female suffrage, its aspirations were much grander: the overthrow of capitalism and the triumph of socialism, abolishing both the wage slavery of workers and the domestic slavery of women through the socialization of education and care work.

Morning Reads was compiled by John Light and edited by Michael Winship.

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Daily Reads: Trump Fills Government with Lobbyists; It's Been a Hot Winter, Blame Climate Change - BillMoyers.com

10 Ways American Crime Season 3 Exposes Modern Slavery – Rotten Tomatoes

The crime in American Crimes third season transcends the averagecourtroom-drama plotline, delving into the murky and dangerous world of 21st century slavery, includingimmigrants held prisoner and forced to work for less than minimum wage and a teen trapped inlife on the streets by bureaucracy.

In the first example, Luis Salazar (Benito Martinez) discovers the deplorable conditions under which the Hesby tomato farms migrant workers are forced to live and toil when he goes to work there. When a bunk full of workers burns down, Jeanette Hesby (Felicity Huffman) wants to help and is surprised her husband (Tim DeKay) covers it up.

In season 3s other tale, Shae Reese (Ana Mulvoy-Ten) has been working for a pimp since she ran away from home. A social worker (Regina King) tries to get her off the streets, but the legal system works against her.

Rotten Tomatoes spoke to American Crime creator John Ridley(12 Years a Slave) and cast member Lili Taylor(The Conjuring), who appears in the season starting in episode four, and also caught a panel discussion with more of the cast at the Paley Center for Media in Los Angeles.

Here are 10 ways American Crime exposes the modern slavery happening in America.

If a farm can get inexpensive labor by hiring undocumented workers, what makes them go the extra mile to treat them badly? Couldnt a farm owner mitigate the low pay by offering pleasant conditions? Ridley says theyre motivated to break the workers spirit.

The essence of human nature is to move towards freedom, liberty, and self-determination, Ridley told Rotten Tomatoes. When people come here, how do you keep them? You keep them through financial subjugation, through physical subjugation, through intimidation. Thats the only way to keep the human spirit down. They do it because they can do it. They do it because they have to do it. It is not our nature to be oppressed.

Richard Cabral plays a manager on the tomato farm. His character was a migrant worker himself, so why would he help perpetuate slave conditions?

He feels no remorse for what hes inflicting because he, too, went through this as a child, Cabral said during thePaley Center panel. Everything that hes asking from everybody, hes done himself. This is all he knows so thats his driving force that keeps on moving forward. The job needs to get done. Those are his survival instincts.

When Jeanette realizes something is wrong on the farm, her husband makes sure she cant change the system his family has in place.

She finds herself in a circumstance where she doesnt have a voice, where she doesnt have stature, where she needs to find out what shes about, Ridley told Rotten Tomatoes.

Playing someone with little agency or power was new for Huffman, and she embraced the challenge.

When she sees whats happening with the immigrant workers, she goes, Oh, Id like to help them, and Im sure you want to help them too. Huffman said on the panel. Its heartbreaking when she [realizes] oh, you dont want to help them?

Taylor and Timothy Hutton play parents Clair and Nicholas who hire Gabrielle Durand (Mickalle X. Bizet) as an au pair from Haiti.

Its not so usual that its a Caucasian woman whos hiring in a domestic like that, and it starts to get into problematic stuff, Taylor told Rotten Tomatoes. I hire this nanny to try and solve some of the problems in our marriage hoping that maybe it can give us some time alone, hoping it can take away the burden that he feels from the child. It doesnt answer our problems at all. In fact, I think it makes things worse.

On the tomato farm, slave labor conditions are part of their business model. Hutton and TaylorsNicholas and Clair Coates did not set out to be slave drivers. They just project their personal frustrations ontotheir au pair.

Part of what happens is Nicholas is very mean to Clair, and then I end up being very mean to the nanny, Taylor said. When we dont deal with our own stuff, it becomes an ethical situation where it gets put onto other things and other people when we dont deal with our unconscious.

When someone comes to America and doesnt speak English, they rely on people who speak their language to translate for them. As people on the farm, or the au pair in a suburban house find out, they can be misrepresented by English speakers. The season captures that experience by presenting some dialogue without subtitles.

We have a character who, by and large, through the first two episodes, his language is Spanish, Ridley said. You have to give credit to the network. When we present them with scripts and we tell them that large portions of that script are going to be in Spanish or in French or in Haitian or French Creole, they dont shy away from that. In fact, they support it.

Some scenes do have subtitles for the English-speaking viewers. Ridley decided when the information being discussed was too integral to leave ambiguous.

If the show can thrive on its emotionality, those are spaces where we will not have subtitles, he said.

Bizet herself speaks French and English, but she understands how vulnerable she could be if she were not bilingual.

Shes this woman who comes to a country and literally has no voice because she doesnt speak English, and she doesnt know anybody who speaks her language, Bizet said on the panel. She realizes that the American dream comes at a really high price that she wasnt expecting at all.

Clair enjoys France and speaking French. She got excited about bringing a Haitian into her home, but starts treating her like a new toy, not as a person.

I think some of its that Claire is a francophile, Taylor told Rotten Tomatoes. She spent time in France, just loves things French. Clair thought thatd be a great way for me to work on my French, a way to teach [her son] French. Thats a setup for things going wrong.

Taylor herself did take a crash course in French.

I knew in July and we were going to start filming in September, she said. So I started on my own, just 30 minutes a day every day. Then I found a great French helper who translated and coached me on sound. I realized what I needed to do was to not learn the lines with the meaning at all, which I dont do anyway. I try to just learn lines by rote and then start translating after Id gotten it down perfectly.

Shae turned to the streets to escape her abusive family. For her, prostitution was an improvement.

Her family is definitely more dangerous to her than the environment shes in, Mulvoy-Ten told Rotten Tomatoes on the red carpet before the panel. She actually thinks that where shes at now, living in a bedroom with six other people run by her pimp, that is better than what her family situation was. You can imagine what that was like. She thinks shes upgraded.

Shae needs an abortion because she was impregnated on the job. The law in North Carolina requires a teen under 18 to get her parents consent. Now Shae is caught between her abusive mother and going back to her pimp.

It just seemed completely unfair that her parents abused her and the whole reason she was on the streets doing the job she was doing was because of her parents, and then she cant even get an abortion, Mulvoy-Ten told Rotten Tomatoes on the red carpet. She has no money, she has no means to make money. The only way she makes money is through prostitution, and she doesnt even get most of it. Her pimp gets most of it. The whole thing is brutal.

Jeanette fights for justice but it may be too little too late. She realizes that this is not the first incident of the Hesbys mistreating workers

Shes been asleep for 30 or 40 years, Huffman told Rotten Tomatoes on the red carpet. Shes been married a good 30 years into that family, but she does wake up and wants to take action and wants to be a part of the solution and finds that she doesnt count. I think there have been things that have happened in that family. I think there were incidents that they kept from her and she chose not to investigate.

American Crime returns March 12 at 10/9 Con ABC

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Child labor in Seattle: Mexican girl kept in near slavery – seattlepi.com – seattlepi.com

Photo: U.S. District Court

Federal prosecutors claim "C."was basically a slave, put to work by relatives -- includingMiguel Arcef-Flores, left, and Marbella Sandoval Mondragon --who had promised her a better life in America. They collected the wages she was paid by temp agencies that provided workers to factories, while leaving her hungry and trapped at a Federal Way apartment.

Federal prosecutors claim "C."was basically a slave, put to work by relatives -- includingMiguel Arcef-Flores, left, and Marbella Sandoval Mondragon --who had promised her a better life in America. They

Investigators contend "C.," 14-year-old Mexican girl, was forced to work at this Kent commercial bakery as well as several other factories around the Seattle area.

Investigators contend "C.," 14-year-old Mexican girl, was forced to work at this Kent commercial bakery as well as several other factories around the Seattle area.

Federal prosecutors in Seattle say a teen girl was forced to work at King County factories to pay immigration "debts." They say she was kept at this Federal Way apartment building.

Federal prosecutors in Seattle say a teen girl was forced to work at King County factories to pay immigration "debts." They say she was kept at this Federal Way apartment building.

Child labor in Seattle: Mexican girl kept in near slavery

Sometimes C. forgets her birthday.

She used to know it. Growing up outside Mexico City, it was not hard to remember her birthday. That changed when her uncle brought her, at age 14, to the United States.

Once in the U.S., C. was presented with forged green cards, Social Security papers and a string of bogus birth dates. Theyre hard to keep straight.

Who gave you many birth dates? Assistant U.S. Attorney Catherine Crisham asked C. during a Tuesday hearing at U.S. District Court in Seattle.

The accused, said C., facing her uncle, Angel Sandoval Mondragon, and three others who admitted to harboring her as she worked illegally at industrial bakeries south of Seattle.

Federal prosecutors claim C. was basically a slave, put to work by Sandoval, his sister, Marbella Sandoval Mondragon, and her husband, Miguel Arcef-Flores. They collected the wages she was paid by temp agencies that provided workers to South King County factories, while leaving her hungry and trapped at a Federal Way apartment.

The Sandovals and Arcef were sentenced Wednesday following a contentious three-day hearing. Prosecutors claimed their crimes extended far beyond the charge each pleaded to, conspiring to bring in and harbor an alien. Attorneys for the three defendants argued that C. greatly exaggerated their conduct to impress police.

Arcef, 42, was sentenced to more than three years in prison, while Angel Sandoval, 37, and Marbella Sandoval, 38, received slightly shorter prison terms. Each is expected to be deported.

The defendants promised the world, and then stole the childhood of a 14-year-old girl, U.S. Attorney Annette L. Hayes said in a statement. They preyed on a vulnerable relative for their own selfish and depraved reasons.

C. now has legal status in the United States through a program that provides visas to human trafficking victims. The visa allows her to stay in the United States for up to four years.

The allegations against Arcef and Marbella Sandoval include claims of sexual abuse. Seattlepi.com does not identify alleged victims of sexual assault absent a request from the alleged victim.

Like the Sandovals and Arcef, C. never had legal status in the United States. The Sandovals and Arcef entered the country illegally in the early 2000s, settling on the Washington coast.

They were living in Aberdeen in December 2004 when Angel Sandoval was caught by the U.S. Forest Service working in the woods near Vancouver. He was deported to Mexico four days later.

Angel Sandoval soon set about returning, this time with C. She was to join him, his wife and a cousin in Aberdeen.

Angel put (her) on the phone with Marbella and Miguel, both of whom promised her that she would have a wonderful life with them in the United States, that she could go to school, and that they would treat her like their own child, Crisham said in court papers.

Excited by the prospect of a better life, C. pressured her family to let her follow Angel Sandoval back to the United States. She and her mother paid Angel Sandoval to cover the costs of the trip, which saw them hire a coyote to smuggle them across the U.S.-Mexico border.

Arriving in Aberdeen in the spring of 2005, C. was told she owed her hosts thousands of dollars. Rather than enroll in school, she was put to work.

C. worked as a maid and nanny, then at temporary staffing agencies that provided workers to factories. She worked at industrial kitchens for eight months, making pies and chocolates sold in the Seattle area. Her workplaces included Plush Pippin and Seattle Gourmet Food, where she was paid through a temp agency.

Attorneys for the defendants dispute the claim, but prosecutors say the Sandovals and Arcef pocketed C.s earnings. They kept her fake IDs, preventing her from cashing the checks herself.

According to prosecutors, C. and another girl living with the Sandovals and Arcef were sick and starving.

They refused to provide them with sufficient food and other basic needs, including medical and dental care, wrote Crisham, who prosecuted the case alongside Assistant U.S. Attorney Bruce Miyake.

C. slept on the floor while everyone else in the apartment had a bed. She and her 12-year-old cousin were forced to shower together in cold water and derided as lesbians by the Sandovals and Arcef for doing so.

One man, worried the girls were being abused, took his concerns to the pastor of a church where Arcef also preached. His complaint went unheeded.

Prosecutors claim Arcef sexually abused C.s cousin; as part of a plea agreement with Arcef, federal prosecutors agreed to urge King County prosecutors not to pursue additional criminal charges against him.

According to prosecutors statements, Marbella Sandoval touched the girls inappropriately and forced them to eat printed pornography belonging to her husband. She and the other defendants, Crisham said, taunted and laughed at the girls while they ate and gagged on the pages.

The girls were sent back to Mexico in the spring of 2006. C. had been fainting at work, and the temp agencies stopped hiring her.

C. returned to the United States the following year, coming back to Washington. The Sandovals, Arcef and others demanded she pay them $10,000 a sum well beyond her means as a minimum-wage worker and spread personal medical information about her to members of their church.

That time, though, a pastor at the church recognized the abuse and, in May 2008, went to the police. Investigators with the Federal Way and Kent police departments took up the matter, as did the Department of Social and Health Services. The investigation was dropped, though, after investigators could not find C. or her cousin.

Five years later, a Federal Way Police Department detective investigating other sexual abuse allegations against Arcef interviewed C., by then a young woman living in the Seattle area. In that case, Arcef, now 42, had sexually assaulted a 5-year-old girl.

Troubled by the unrelated allegations C. made against the Sandovals and Arcef, the Federal Way detective contacted members of a Homeland Security Investigations human trafficking task force. An extensive investigation followed, culminating in a human trafficking indictment delivered Dec. 5, 2015.

The Sandovals and Arcef pleaded guilty to reduced charges late last year. Monica Arcef-Flores Angel Sandovals wife, and Miguel Arcefs sister had previously pleaded guilty to a misdemeanor immigration charge.

The Sandovals and Miguel Arcef tendered guilty pleas to felony offenses, but they and prosecutors did not agree on the extent of their crimes.

Little evidence was presented showing where C.s earnings had been deposited. She had made statements to investigators that proved false, and the seven-year gap between the alleged forced labor and the prosecution made records difficult to come by.

U.S. District Judge James Robart presided over a three-day evidentiary hearing meant to challenge both sides claims. The adversarial hearing meant C. had to endure an indignity usually reserved for crime victims whose assailants have risked additional prison time by taking their claims to a jury.

Defense attorneys picked apart C.s statements to police to weaken her claims of abuse. They pressed Seattle Police Department Detective Megan Bruneau, one of the lead investigators on the case, about C.s honesty as well.

A particularly hostile exchange between Bruneau and Marbella Sandovals defense attorney, Michael Martin, soured as Martin patronizingly asked Bruneau a veteran vice and human-trafficking detective assigned to a Homeland Security Investigations task force how long she had been a police officer.

From the witness stand, though, Bruneau described C. as a young woman who had survived tremendous abuse.

What has been very clear to me since the day I met her has been her fear of the defendants, Bruneau said from the stand, addressing a skeptical Martin.

Did you ever count up the number of people (she) said she was abused by? Martin asked the detective as they continued to spar.

No."

Would you say it is a large number?

Id say it is an unfortunate number.

If the exchange had any impact on the Sandovals or Arcef, they didnt show it. Dressed in brown jail uniforms and wearing translation headsets, each sat impassively, flanked by their attorneys, as C. and Bruneau made their claims.

The defendants each requested sentences that would have seen them released for deportation nearly immediately. Robart opted to impose sentences that will likely see them transferred to federal prison before they are returned to Mexico.

Brad Bench, special agent in charge from Homeland Security Investigations in Seattle, said he hopes the prison term will deter others who traffic in human beings.

No one should be forced to live in a world of isolation, servitude and terror as this young victim was, particularly in a country that prides itself on its freedoms, Bench said in a statement. Its a sad reflection on human greed and heartlessness, that people believe they can engage in this kind of egregious exploitation with impunity.

The Sandovals remain jailed, as does Arcef.

Seattlepi.com reporter Levi Pulkkinen can be reached at 206-448-8348 or levipulkkinen@seattlepi.com. Follow Levi on Twitter attwitter.com/levipulk.

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Child labor in Seattle: Mexican girl kept in near slavery - seattlepi.com - seattlepi.com

Self-employed hit by national insurance hike in budget – The Guardian

Self-employed people such as plumbers will face higher national insurance contributions thanks to measures in the budget. Photograph: Alamy Stock Photo

The tax advantages enjoyed by the UKs millions of self-employed people will be dramatically reduced following a series of major changes in the budget.

Appearing to reverse a Conservative party manifesto pledge from 2015, Philip Hammond risked irking his backbenchers and party supporters by announcing he is to close tax benefits that are no longer justified by increasing the national insurance contributions (NICs) for self-employed people earning more than 16,250 a year.

Announcing his changes, the chancellor said an employee earning 32,000 a year currently faces an NI bill of 6,170 along with their employer, while the bill for a self-employed person earning the same salary would be 2,300.

Historically, the differences in NICs between those in employment and the self-employed reflected differences in state pensions and contributory welfare benefits, he said.

But with the introduction of the new state pension, these differences have been very substantially reduced.

Hammond told MPs the changes would raise 145m a year after taking into account George Osbornes abolition of a separate class of self-employed national insurance contributions, class 2.

He said class 4 NICs for the self-employed would rise from 9% to 10% in April 2018 and then to 11% in April 2019 on income up to the higher rate threshold of 45,000. The new rates are still lower than for employees who pay NI at 12% on the same income levels, while both groups will continue to pay at 2% on income above the higher rate threshold.

However, some self-employed people appeared to have been insulated from another of the chancellors new initiatives.

The changes to the taxation of dividends was criticised for leaving the door open to massive tax avoidance by wealthy people working for their own companies. New data published by the Office for Budget Responsibility showed that a previous increase in dividend taxes resulted in much of the benefit falling to just 100 individuals who were able to withdraw dividends averaging 30m each from their companies before the higher tax rate took effect.

The new NI policy was welcomed by the Resolution Foundation, a living standards thinktank, which said: These tax differences are actually driving the big increase in self-employment weve seen in recent years, which in turn is undermining the taxmans ability to get revenues in.

To put that in context: 45% of the employment growth since 2008 has been driven by rising self-employment (and no, its got very little to do with headlines about the gig economy), with the lower tax take that implies.

However, the increase has triggered criticisms that the Conservatives are reneging on a 2015 manifesto pledge that committed the government to no increases in VAT, income tax or national insurance while the reception from the business community was less than positive.

Labour said it would oppose the policy, with the shadow chancellor, John McDonnell, saying: Labour will oppose the 2bn Tory tax on self-employed lower-middle earners.

Chris Leslie, former Labour shadow chancellor, said during the Commons debate on the budget: On the point about the increase in national insurance contributions for the self-employed, dont you think that the chancellor needs to explain why hes breaking a manifesto promise made in the 2015 general election manifesto on that?

Hammond suggested the tax rise was justified because the self-employed could now access the state pension more easily. He planned to consult on extending parental rights to the self-employed, after a review by former Tony Blair adviser Matthew Taylor on the changing nature of the labour market reports later this year.

Rachel Reeves, a Labour MP on the treasury select committee, said: While it is right for the chancellor to say that we should look at access to maternity and paternity benefits for the self-employed, what about the other benefits that people take for granted if they are direct employees, such as sickness benefits, out-of-work benefits and access to universal credit?

John Overs, partner at international law firm Berwin Leighton Paisner, said: The chancellor equates the position of the employed and self-employed, including those working for their own companies, doing similar jobs and earning similar amounts, but fails to appreciate the self-employed normally have much more financial risk and much less security than the employed. Trying to equalise tax treatment fails to recognise these differences.

A rethink may be in order if we do not want to turn away entrepreneurs and wealth creators from this country.

Chas Roy-Chowdhury, head of taxation at the Association of Chartered Certified Accountants, added: Before this tax is raised, the government needs to think carefully about ways to align the level of benefits.

In a time when we are trying to encourage innovation and create a Britain that is open for business, we should not be creating barriers to entrepreneurship and self-employment.

In his speech, the chancellor said: Since 2016 self-employed workers now build up the same entitlement to the state pension as employees, a big pension boost to the self-employed.

The most significant remaining area of difference is in relation to parental benefits, and I can announce today that we will consult in the summer on options to address the disparities in this area as the FSB [Federation of Small Businesses] and others have proposed.

Hammond also announced that he was addressing similar benefits enjoyed by people who are directors and shareholders, by cutting the tax-free allowance on the dividends they take out of their companies from 5,000 to 2,000 from April next year.

However, the moves may not prove to be as costly to people drawing dividends as assumed, as the announcement of the lower allowance presents taxpayers with the opportunity of lowering their bills by drawing dividends in advance.

In the July 2015 budget, the basic, higher and additional rates of taxation on individual dividend income rose by 7.5 percentage points, with the changes coming into effect in April 2016.

In the OBRs economic and fiscal outlook, which is published alongside the budget, the watchdog estimated that such action cost the exchequer 800m.

The report added: HMRC analysis suggests that around one pound in seven of that saving benefited just 100 individuals who were able to withdraw dividends averaging 30m each from their companies before the higher tax rate took effect.

Jolyon Maugham QC, a tax barrister at Devereux Chambers and a director of the Good Law Project, said: Every now and then the government does something so awful with the tax system as almost to be venal. Why would you deliberately because the government knew this would happen leave the door open to massive tax avoidance?

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Self-employed hit by national insurance hike in budget - The Guardian

Women worldwide skip work to protest pay gap, abortion laws and Donald Trump on International Women’s Day – Mirror.co.uk

Women around the world took to the streets on Wednesday to protest for equal rights and against President Donald Trump for International Women's Day .

Many women skipped work, boycotted stores or wore red to demand economic fairness as part of the 'A Day Without a Woman' demonstration.

Americans seized on the momentum of the Women's March on Washington DC on January 21, the day after Trump's inauguration , to once again denounce his policies on abortion and healthcare.

The nationwide events were modelled in part after pro-immigrant demonstrations on February 16, the latest in a series of anti-Trump protests since his election.

By having women flex their economic muscle, organisers hope to call attention to the gender pay gap, access to reproductive health services, and Trump's actions that have restricted abortion overseas.

Protesters calling for a repeal of Ireland's strict abortion laws brought traffic in Dublin's city centre to a standstill.

Rules on terminating a pregnancy in once stridently Catholic Ireland are among the world's most restrictive and thousands of Irish women travel abroad, mostly to England, for abortions each year.

A referendum on widening access could be held if a citizens' assembly set up by the government recommends it in a decision expected next month.

Some 2,000 activists seeking the abolition of the eighth amendment of the constitution, which enshrines an equal right to life of the mother and her unborn child, blocked Dublin's O'Connell bridge on the main thoroughfare of the capital.

Pictures on social media showed hundreds more marching in cities and university campuses around the country in protests timed to coincide with International Women's Day celebrations.

"I would like to have the right to autonomy over my own body," said Grainne O'Sullivan, a pregnant 38-year-old graphic designer who closed her studio to join the Strike 4 Repeal protest in Dublin.

"It's a disgrace in today's age that Ireland doesn't have that, that women still have to march, have to strike to let people know that they deserve to make choices. Women in pain shouldn't have to get on an airplane to go to a different country to solve the problems in Ireland."

Cat Little, a 38-year-old animator who also took the day off work, said she wanted to have a third child without the health risk she said the constitutional amendment places her under.

More protesters, some dressed in black like many in the main march in Dublin, also gathered outside the Irish Embassy in London, photographs on social media showed.

If a referendum is recommended by the citizens' assembly -- which consists of 99 randomly selected members of the public -- a vote would then be needed in parliament to set one up, potentially paving the way for a plebiscite in 2018.

Abortion has been a divisive issue for decades in Ireland.

At present, terminations are allowed only if a mother's life is in danger, after a complete ban was lifted in 2013 following large street protests by people on both sides of the debate.

Anti-abortion supporters demand no further changes to the law, to safeguard all life.

"The reality is that this is not a strike, this is a stunt," Niamh U Bhriain, a spokeswoman for the Life Institute, an anti-abortion group, said in a statement.

Debra Sands, 37, a middle school teacher, joined thousands of women at New York City's Central Park after her students convinced her to attend the rally.

"This past year's election made me realize that voting in November isn't enough," Sands said.

New York police reported 13 arrests at the protest in midtown Manhattan although details were not immediately available.

In San Francisco, where about 1,500 people gathered, Christine Bussenius, 37, said she and her female colleagues at Grey Advertising convinced their all-male managers to give them the day off and participate in the rally.

"We were nervous," she admitted. "But the men stepped up to fill in the void."

Rallies were held in numerous US cities, including Washington, where demonstrators gathered at the US Labor Department.

Female staffers at Fusion Media Group's Gizmodo declared they were striking for the day.

At least three US school districts, in Virginia, Maryland and North Carolina, closed because of staff shortages after teachers requested the day off.

Nearly 1,000 women converged outside Los Angeles City Hall, many of them critical of the Republican-backed healthcare bill that would strip women's health and abortion provider Planned Parenthood of funding.

"It's terrifying. It's anti-woman," said Kassia Krozsur, 53, a finance professional.

About 200 gathered in Atlanta, where signs read "We are sisters" and "Stop Trump."

"If we want to change what is going on, we need to turn anger into action. People need to run for local office," organiser Rebekah Joy said.

Events large and small were held in cities around the world.

Across the Texas border, women in Ciudad Juarez, Mexico, painted crosses on lamp posts in solemn remembrance of the hundreds of women who have gone missing or were murdered there in recent years.

In Tbilisi, Georgia, women performed "Glass Ceiling," simulating being trapped by the barely visible barrier that stands between women and workplace equality.

They banged drums in Kiev, Ukraine, and played soccer in Nairobi, Kenya.

In Sanaa, capital of war-torn Yemen, women dressed in niqabs, the all-black garments that cover the entire body except for an opening over their eyes, held up a sign reading, "You keep silent while our children die!"

Not all American women, however, were on board with the call for a women's strike, with some critics citing the vagueness of the movement's aims and the disruption of work stoppages.

Trump, whose 11-year-old comments about grabbing and kissing women against their will surfaced during the campaign, took to his Twitter account early on Wednesday to cite International Women's Day and the "critical role" of women around the world.

"I have tremendous respect for women and the many roles they serve that are vital to the fabric of our society and our economy," the Republican president tweeted.

International Women's Day protests spread globally

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Women worldwide skip work to protest pay gap, abortion laws and Donald Trump on International Women's Day - Mirror.co.uk

Make dash for fitness escapes – Boston Herald

Do your getaways turn into vacations from healthy eating and exercise? Do you take the time off as an excuse to really let go while you get away from it all? Regret is a bad souvenir.

But what if an excursion included upping your fitness level and kick-starting your way of thinking about health all while you were being pampered, of course.

Fortunately, more and more resorts are embracing healthy escapes itineraries or unique offerings that mix fit choices into fab experiences. From full-on fitness programs in a spectacular setting to resorts that offer fun, unique and easy ways to keep you moving while relaxing, we can now have our fun trip and stay fit, too.

With spring coming, now is a perfect time to be proactive. Instead of waiting for warm weather to work toward getting into beach clothes, start now with a vacation accented with fitness. Consider these options for a luxurious, relaxing but healthy escape.

The Fontainebleau Miami Beach: Sure, you know this amazing destination from the celebrity sightings, the amazing parties and the renowned elegance. What you might not know is the Fontainebleau is a great spot to find the warm sun, soak in the Miami scene and also to stay on your fitness game at the same time.

This year, the Fontainebleau is offering its first-ever Wellness Escape. From April 7 to 9, the Fontainebleau has partnered with fitness brands Barrys Bootcamp, Tone House, 305 Fitness, Daybreaker, Greenmonkey yoga, and meditation with Nikki Novo to host a weekend-long event jam-packed with health and wellness activities.

Beginning April 7, guests will be able to choose from fitness classes, cooking demonstrations, curated menus and more. The weekend focuses on the body and the mind.

Guests taking part will also have access to experts covering topics from holistic health to personal empowerment and spiritual healing. There is also a marketplace, offering top health and wellness brands and services.

And since its all set at a fabulous destination (and many of the programs are poolside), youll soak in top accommodations, eat healthy meals prepared by great chefs and, of course, take in all Miami has to offer. Learn more at fontainebleau.com/wellness.

Red Mountain Resort, St. George, Utah: Tucked into a sublime setting the red and white sand canyon region of southern Utah the resort has roomy and beautiful accommodations, a spectacular spa and a dining room that amps up every meal.

And it just happens to be a place you can find a new fitness level, set diet goals and more via some great packages. The resorts Weight Loss & Living Well retreat takes things we may not want to think about on vacation and makes them wonderful. Fitness becomes delightful when it involves hiking beautiful canyons, biking though national parks or doing yoga with a breathtaking view. Healthy eating is easy and delicious when chefs prepare colorful and creative meals for you each day. And working on bettering oneself feels like a dream vacation when its in this setting.

The resort offers more packages, too, such as the Sports Performance Retreat, new this year. This four-day, three-night retreat is for athletes and sports enthusiasts looking to take their fitness to the next level. Guests meet with the top-level Intermountain Health Care sports performance team and experience state-of-the-art testing in order to become faster, stronger and achieve their training goals. Then, with a plan in place, guests use the resort and its surroundings to put it all into action. Learn more at http://www.redmountainresort.com.

Woodstock Inn, Vermont: So what if its not spring yet, the Woodstock Inn can help you relax, unwind and stay fit with a snowshoe stay. The resorts Tubbs Snowshoe Trek Package includes two nights at the warm, beautiful inn, breakfast daily at the inns Red Rooster where a buffet offers plenty of healthy choices (and a chef prepares omelets on request), a picnic lunch to take on your trek and the equipment you need to head out and up to Mount Tom cabin. For an added fee, you can amp it up and snowshoe up Mount Peg with a resort guide.

The inn has a large, beautiful and accommodating spa, too, to work out your aches, as well as access to the Woodstock Athletic Club, where you can take on a full schedule of fitness classes or play indoor tennis. Learn more at http://www.woodstockinn.com.

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Make dash for fitness escapes - Boston Herald

At a glance: Dean of Students candidates – Times-Delphic

The search is on for the new Dean of Students. The search committee has selected three finalists. All three have come to speak to students, faculty and staff throughout the past week.

Dr. Khalilah T. Doss, Dr. Brandon Barile-Swain and Dr. Jerry Parker are the three finalists up for the position.

Doss presented on Feb. 24, Barile-Swain presented on Feb. 28 and Parker presented Tuesday.

Dr. Khalilah Doss was the first to present in Sussman Theater. She currently serves as the assistant dean of students at Lincoln University in Jefferson City, MO. Doss received her doctorate from Southern Illinois University.

Dr. Doss opened up her presentation by explaining that it took her five years to finish undergrad at McKendree University. She said that she likes to be upfront with her students because they can connect with her story. Dr. Doss said she prides herself in supporting, educating, advocating and leading her students.

If you want to be a change agent, you have to do the work, Dr. Doss said.

Dr. Dosss presentation also focused on how different lenses can affect how a student looks at Drake. In her presentation, she compared students to the film Monsters University, realizing that every student looks different when they come to college. She ended her presentation by talking about advocacy and diversity.

Being an advocate is a verb, Dr. Doss said. You cant just sit there and say, Hey Im an advocate.

Dr. Brandon Barile-Swain is currently an Assistant Dean of Students at Hobart and William Smith Colleges. He received his doctorate from Northeastern University where he focused on leadership and how gender expectations play a role in that. Dr. Barile Swain said he strives to make sure that administration understands and empathizes with the needs of students.

According to Dr. Barile-Swains website, teaching personal empowerment is one of the best parts of his job. He helps students develop self-awareness and Self-management skills based on developing emotional intelligence.Dr. Barile-Swain stated that he would want to amplify

Dr. Barile-Swain stated that he would want to amplify voices of those who feel they are not heard. According to

Dr. Barile-Swain, he would listen to students regardless of their political stances.

Being an active listener is something that Dr. Barile- Swain said he strives to do. In order to make a decision, he said he would want to understand and coordinate with others, in order to see the whole picture.

Dr. Barile-Swain said if he were hired he would want to make efforts to connect with students in Olmsted and to walk around campus in order to get to know students.

Dr. Jerry Parke is currently Drakes Interim Dean of Students. He received his B.A. and M.A. from Texas State University. He completed his Ph.D. at Texas A&M University. His presentation focused on civic professionalism and

His presentation focused on civic professionalism and how it can be incorporated more at Drake. He said the campus needs to work together with the community and that people need to have discussions with each other in order to better understand one another.

A problem that Parker said he sees on campus is the lack of respect and conversations between those who are different. A way that he said to combat this is to promote students talking to those who are different than them. Parker also stated that he encourages students interacting with the community in order to enrich student education. Parker said the transition from having one person

Parker said the transition from having one person handling the Dean of Students role instead of having both an Associate Dean and a Dean may be beneficial. Parker stated that this can help ensure that both the day to day and long term goals are carried out more.

Jessica Lynk contributed to this article.

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At a glance: Dean of Students candidates - Times-Delphic

Women empowerment – The Nation

Few religions including Islam gives woman right to propose a man of her choice and get married with him whereas she reserves the right to ask him to divorce her. Real lives are usually very different from the preaching of religions; in our region there is no concept of getting married with women without having dowry or with those having any illness, any type of impairment or are not beautiful particularly fair in colour. No wonder our youth is heavily spending on cosmetics, beauty health and fitness centres where mostly they are fooled upon for their personality complexes poverty and ignorance.

Initially, it was the man who used to empower the women and now its the social trends that empower individuals following them. Getting married is like doing a business deal where the families involved usually look for heightened return than investment made from all involved whereas the relationship between the couple usually is no ones priority. Once the families of bride and groom agree to proceed the couple is allowed to give their approval, its seldom where their hesitation or refusal to accept the proposal makes any difference if all other set targets seem to be achievable; one way or other they are pronounced married. In simple words, there exists different forms of dowry and Dowry is mandatory for getting married in our culture. Assuming education can empower women is in fact a misled concept, but exposure and general public awareness does.

In almost all spheres of life over here, it is either the money or the show is power driven whoever supports this practice stays and for rest all there are traps available all around. Since over here families are closely-knit, a single individual or few people having independent approach can endanger a huge number of peoples interest so usually people dare not to be fair merely to avoid the risk to have huge number of enemies. Having doing so can even make them disown others including many of their own blood relations, and start creating problems for them. Emotional stress is the most commonly used strategy whereas there are other horrifying domestic tactics as well. I am convinced that crisis at homes over here is reflected all over within the country or wherever people of this region go across the entire globe.

What can bring peace health and happiness at home is empowerment of individuals while keeping a justified balance with having individual personal space and freedom as per an individuals traits and inclinations, whereas marriages are acceptable only if the couple is happily being together independent of any influence or greed and are sustained until they remain happy. The impact of all factors adversely affecting the life of a couples own family only need to be filtered off by designing the clear cut guidelines provided by the state, also responsible for providing the due unseen security, a mandatory measure to ensure health happiness and blessings among existing and upcoming generations all over the globe.

MS FAIZA,

Karachi, March 5.

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Women empowerment - The Nation

Leaks remind users of technology’s vulnerability – Press Herald

NEW YORK So, you use messaging apps like WhatsApp or Signal, or have smart TVs and PCs. Should you worry that the CIA is listening to your conversations?

The short answer is no. The long answer is maybe, though its still unlikely you need to be too concerned.

WikiLeaks revelations describing secret CIA hacking tools allegedly used to break into computers, mobile phones and even smart TVs could certainly have real-life implications for anyone using internet-connected technology. In particular, the WikiLeaks documents suggest the CIA has attempted to turn TVs into listening devices and to circumvent though not crack message apps that employ protective data scrambling.

But for people weary of a seemingly constant revelations of hacks, government spying and security worries, the news came as no surprise.

Todays leaks definitely concern me, but at this point I have accepted that security risks are an inherent part of our modern technology, Andrew Marshello, a soundboard operator from Queens, New York, said by email. Since that tech is so integrated into our society, its hard to take the reasonable step cutting out smart devices, messaging apps, etc. without sacrificing a part of social life.

While hes definitely worried about deeper implications of governmental hacking and surveillance, Marshello says he wont cut his iPhone or modern messaging apps out of his life. But he doesnt have a smart TV and doesnt plan to get one, he keeps his microphone unplugged and camera covered when hes not using his PC and he has voice recognition turned off on his phone.

Hes not alone. Last year, Facebook CEO Mark Zuckerberg was photographed with his laptop camera and microphone covered with tape. Some online called him paranoid; others suggested he was just being smart.

WHY IT MATTERS

What everybody should be asking is whether any of this was shared with local law enforcement, said Scott Vernick, a partner at the law firm Fox Rothschild who focuses on data privacy and security. Meaning, whether the CIA shared any of the techniques with the FBI and with other domestic law enforcement agencies that could employ them domestically.

Ed Mierzwinski, consumer program director at consumer advocacy group U.S. PIRG, said the news should alert consumers to how vulnerable internet-connected devices are.

You shouldnt be too concerned about the CIA hacking you unless youre doing something illegal, he said. But this should be a wakeup call for the average consumer.

He recommended changing passwords on smart TVs, cameras and other connected devices as often as you change computer passwords. Whether its your refrigerator, smart lights you program from your phone or your baby monitor, the security systems in most internet of things products are actually dumb, not smart.

PRIVACY FATIGUE

At this point, I am so used to reading stories about accounts getting hacked that it is to be expected, Matt Holden, an editor and social media coordinator in Dallas, Texas, said via email. Holden worries about the safety of personal information like his social security number and financial details, but says hes less concerned about the security of his messaging apps.

So long as I conduct myself in a way that would mean I have nothing to hide, then Im not worried about the government taking a look, he said.

In a recent Pew survey , conducted in the spring of 2016 and released this January, 46 percent of respondents thought the government should be able to access encrypted communications when investigating crimes. Only 44 percent thought tech companies should be able to use encryption tools that are unbreakable by law enforcement. Younger people were more likely to support strong encryption, as were Democrats.

If theyre authentic, the leaked CIA documents frame one stark reality: It may be that no digital conversation, photo or other slice of life can be shielded from spies and other intruders prying into smartphones, computers or other devices connected to the internet.

Another reality: Many may not care.

People have fatigue in this area, especially when talking about data breaches, and to a degree, hacking, said Eva Velasquez, president of the Identity Theft Resource Center, who says its difficult to imagine what kind of abuses would force them to abandon their smartphones. People love their fun toys and devices, she said.

THE INTERNET OF SPYING THINGS

We dont know about the CIA role, but we do know anything with a chip in it that is connected to the internet is vulnerable to hacking, said Gartner security analyst Avivah Litan.

A hacking attack in October that disrupted Amazon and Netflix, for instance, originated on internet-connected devices such as home videocams.

Basically the internet of things is vulnerable and has been deployed without thinking of security first, Litan said. Anyone with reason to think someone might be spying on them should think twice about a connected car or a connected camera.

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Leaks remind users of technology's vulnerability - Press Herald

IBM technology moves even closer to human speech recognition parity – Network World

Layer 8 is written by Michael Cooney, an online news editor with Network World.

IBM this week said its speech recognition system set an industry record of 5.5% word error rate, a percentage that lets a computer understand human conversation almost as well as the average person does.

According to IBM human parity was considered a 5.9% word error rate but IBM who partnered with Appen, a speech and technology service provider, reassessed the industry benchmark and determined that human parity is lower than what anyone has yet achieved: 5.1%.

+More on Network World: Gartner: Artificial intelligence, algorithms and smart software at the heart of big network changes+

Reaching human parity meaning an error rate on par with that of two humans speaking has long been the ultimate industry goal. Others in the industry are chasing this milestone alongside us, and some have recently claimed reaching 5.9% as equivalent to human paritybut were not popping the champagne yet. As part of our process in reaching todays milestone, we determined human parity is actually lower than what anyone has yet achieved at 5.1%, wrote George Saon principal research scientist with IBM in a blog post on the subject.

That reassessment however might ruffle some feathers as in October Microsoft Artificial Intelligence and Research group said its speech recognition system had attained human parity and made fewer errors than a human professional transcriptionist.

The error rate of professional transcriptionists is 5.9% for the Switchboard portion of the data, in which newly acquainted pairs of people discuss an assigned topic, and 11.3% for the CallHome portion where friends and family members have open-ended conversations. In both cases, our automated system establishes a new state-of-the-art, and edges past the human benchmark. This marks the first time that human parity has been reported for conversational speech, the researchers wrote in their paper. Switchboard is a standard set of conversational speech and text used in speech recognition tests.

The 5.9% error rate is about equal to that of people who were asked to transcribe the same conversation, and its the lowest ever recorded against the industry standard Switchboard speech recognition task, Microsoft wrote on its web site.

IBMs Saon wrote: We also realized finding a standard measurement for human parity across the industry is more complex than it seems. Beyond SWITCHBOARD, another industry corpus, known as CallHome, offers a different set of linguistic data that can be tested, which is created from more colloquial conversations between family members on topics that are not pre-fixed. Conversations from CallHome data are more challenging for machines to transcribe than those from SWITCHBOARD, making breakthroughs harder to achieve. (On this corpus we achieved a 10.3 percent word error rate another industry record but again, with Appens help, measured human performance in the same situation to be 6.8 percent).

Also from the IBM blog, Julia Hirschberg, a professor and Chair at the Department of Computer Science at Columbia University, commented on the challenge of speech recognition:

The ability to recognize speech as well as humans do is a continuing challenge, since human speech, especially during spontaneous conversation, is extremely complex.Its also difficult to define human performance, since humans also vary in their ability to understand the speech of others. When we compare automatic recognition to human performance its extremely important to take both these things into account: the performance of the recognizer and the way human performance on the same speech is estimated, she shared.

Speech recognition breakthroughs come after decades of research in speech recognition, beginning in the early 1970s with DARPA, Microsoft wrote. Over time, most major technology companies and many research organizations have developed speech recognition technologies including BBN, Google, Microsoft, Hewlett Packard and IBM.

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IBM technology moves even closer to human speech recognition parity - Network World

Uber prohibits use of ‘Greyball’ technology to evade authorities – Reuters

By Heather Somerville | SAN FRANCISCO

SAN FRANCISCO Uber Technologies Inc [UBER.UL] has prohibited the use of its so-called "Greyball" technology to target regulators, ending a program that had been critical in helping Uber evade authorities in cities where the service has been banned.

Uber is reviewing the different ways the technology has been used and is "expressly prohibiting its use to target action by local regulators going forward," Uber Chief Security Officer Joe Sullivan said in a blog post on Wednesday.

The ride-hailing company last week confirmed the existence of the "Greyball" program, which uses data from the Uber app and other methods to identify and circumvent officials who aimed to ticket or apprehend drivers in cities that opposed Uber's operations.

(Reporting by Heather Somerville, editing by G Crosse)

BRUSSELS High-tech crimes, such as document fraud, money laundering and online trading in illegal goods, are at the root of almost all serious criminality, Europe's police agency said on Thursday.

HONG KONG Chinese e-commerce giant Alibaba Group Holding Ltd is in talks with banks to raise $5 billion in new funding, sources told Thomson Reuters' Basis Point, amid a flurry of fund-raising by China's tech giants.

NEW YORK/TOKYO U.S. nuclear firm Westinghouse Electric Co LLC has hired bankruptcy attorneys, in a sign that owner Toshiba Corp is more seriously weighing a Chapter 11 filing as an option to help it rein in a multibillion dollar financial maelstrom.

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Uber prohibits use of 'Greyball' technology to evade authorities - Reuters

Technology is now at root of almost all serious crime: Europol – Reuters

BRUSSELS High-tech crimes, such as document fraud, money laundering and online trading in illegal goods, are at the root of almost all serious criminality, Europe's police agency said on Thursday.

"These cross-cutting criminal threats enable and facilitate most, if not all, other types of serious and organized crime," such as drugs and people trafficking, Europol said in a study of organized crime that it publishes every four years.

So-called "ransomware", which blocks a person or company's computer until a fee is paid to unlock it, has become a major concern.

But traditional crimes also now rely increasingly on new technology, such as the drug trade's use of drones, and burglars using computers to scout neighborhoods online and track social media posts to see when people are away from home.

Europol says there are some 5,000 international crime groups under investigation, with members from more than 180 nationalities.

Drug trafficking remained the largest criminal market in the European Union, generating some 24 billion euros ($25 billion) of profit per year.

People smuggling has become more lucrative as wars and unrest in the Middle East and Africa have pushed record number of people to try to reach Europe, with 510,000 illegal crossings into the EU in 2016.

"Nearly all of the irregular migrants arriving in the EU along these routes use the services offered by criminal networks at some point during their journey," Europol said.

(Editing by Robert-Jan Bartunek and Robin Pomeroy)

HONG KONG Chinese e-commerce giant Alibaba Group Holding Ltd is in talks with banks to raise $5 billion in new funding, sources told Thomson Reuters' Basis Point, amid a flurry of fund-raising by China's tech giants.

NEW YORK/TOKYO U.S. nuclear firm Westinghouse Electric Co LLC has hired bankruptcy attorneys, in a sign that owner Toshiba Corp is more seriously weighing a Chapter 11 filing as an option to help it rein in a multibillion dollar financial maelstrom.

BRUSSELS Individuals cannot demand that personal data be erased from company records in an official register, the European Union's top court ruled on Thursday, limiting the "right to be forgotten".

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Technology is now at root of almost all serious crime: Europol - Reuters

The vegetable technology gap – Politico

In the great quest to get Americans eating healthier, spinach is an unusual success story. Were consuming four times as much fresh spinach as we were four decades ago, as a vegetable once derided as choke-it-down good for you has become a mainstay of home cooking and upscale restaurants. But the spinach boom wasnt driven by changing tastes, or the cartoon exhortations of Popeye. It was driven by technology.

Spinach, like many vegetables, is finicky. If you packaged it in the same airtight bags used for potato chips, the leaves would start to break down before they made it from Californias Central Valley to a supermarket in Chicago. It wasnt until scientists came up with a special bagone that controls how much oxygen and carbon dioxide can seep in and outthat pre-washed, ready-to-eat spinach became something that a shopper could grab in the produce section and dump straight into a salad bowl or smoothie. Spinach, and leafy greens in general, have become so convenient that Americans are actually eating more of theman impressive feat considering just one in 10 Americans eats the recommended servings of fruits and vegetables each day.

As the country seeks solutions to the obesity epidemic, theres been plenty of debate about how to get people to eat better. Do we need to improve access to healthy foods? Teach cooking? Tax sugary drinks? But theres one thing thats often left out of the conversation: technology.

It might seem strange to think about vegetables as a technology, but they are. The average supermarket produce aisle represents decades, if not centuries, of agricultural research and development. But in the United States, big-league commodity crops like corn and soy, as well as meat, gobble up most of the agricultural research investment from both the public and private sectors. The U.S. Department of Agricultures dietary guidelines tell us to fill half our plate with fruits and vegetables to maintain a healthy diet, but its research priorities are far different. So-called specialty cropsthe governments name for the category that includes, essentially, all fruits, vegetables and nutsreceived just 15 percent of the federal research budget over much of the past three decades.

Theres nothing more important we can do to improve the health of this country than to invest billions and billions into researching the fruits and vegetables that were encouraging people to eat, said Sam Kass, the former White House chef and food policy guru under the Obama administration who now works with food tech startups.

Agricultural research is fundamental to improving how we raise, grow, harvest, process and ship everything that we eat. It took millions of dollars of public and private research and years of experimenting with limp leafy greens before breathable salad packaging came onto the scene. Consumers no longer have to wash sand and dirt off their greens, remove tough stems and ribs or chop them into bite-sized portions. The same types of technologies have also helped bring us baby carrot packs with dips, sliced apples in McDonalds Happy Meals and ready-to-eat kale salad kits.

Packages of Fresh Express salad wait for customers in a San Francisco grocery store. The technology that keeps spinach and lettuce fresh in breathable packaging was based on government agricultural research conducted in the 1950s. | Getty

The enormous logistical and technological challenges facing so many of the foods that nutritionists tell us to eat make research especially critical for produce, which as a sector is still relatively inefficient. Apples bruise. Berries don't all ripen at once. Cilantro wilts. Cherries can split and crack if it rains at the wrong timea problem that can be so expensive, some growers hire helicopters to fly over their crop to dry the delicate fruit. Many of these crops still rely on increasingly expensive (and oftentimes undocumented) labor to pick them by hand. And water. They need lots of water.

Specialty crops remain specialjust 3 percent of cropland is dedicated to growing themthough they make up roughly a quarter of the value of crops grown in the U.S. because they demand higher prices. This lopsided dynamic means that specialty crops have historically received very little federal research investment compared to their value. It also means the country simply doesnt have a food system that supplies what were told to eat. In 2007, there were about 8.5 million acres of specialty crops in a sea of more than 300 million acres of everything else.

If Americans were to actually go ahead and jump into consuming the amount of fruits and vegetables recommended, wed be hard-pressed to meet that demand, said Sonny Ramaswamy, director of the USDAs National Institute for Food and Agriculture, which coordinates a large part of the governments agricultural research portfolio. Theres an incredible amount of innovation that we need, all the way from the farm to the table.

The imbalance is no accident: In a sense, its built into the mission of the USDA itself, which frustrates both vegetable growers and nutrition advocates. But there are signs its starting to changeif slowly.

THE ROAD TO packaged salad isnt just an example of how research pays off: It shows just how long the process can be, and how much commitment it requires. It began in the late 1920s when a young Berkeley grad named Bruce Church bought a field of head lettuce in Salinas, California, and devised a plan to ship it, packed in ice, by rail across the United States. According to local lore in the Salinas Valley, children as far away as Maine would greet the rail cars excitedly, shouting: "The icebergs are coming! The icebergs are coming!" The name stuck.

After World War II, a handful of USDA scientists stationed in Fresno, California, set out to learn more about how to best handle, store and ship fruits and vegetables. They obsessively measured temperatures, shelf life, spoilage and the rate at which different crops respireor breathewhich is one way of measuring how fast something will rot.

Theyre still alive! explained Gene Lester, national program leader for the Agricultural Research Services food science and technology division. Youre eating a lettuce leaf or a kale leaf, or a string bean, or an appletheyre still alive. Theres still CO2 and oxygen exchanging in those organisms, and thats whats keeps them healthy for us.

A vintage poster for Bruce Church, Inc., the Salinas, California company that helped popularize iceberg lettuce starting in the 1920s. Bruce Church Inc. later morphed into Fresh Express, which pioneered the use of breathable packaging for lettuce and other leafy greens. | Fresh Express

In 1954, researchers published a roundup of everything theyd learned in a massive book, known as AH-66. That tome served as a base of knowledge that preceded major advances in produce innovation for decades afterward. That was kind of a bible for us, said Jim Lugg, a longtime agriculture scientist who in many ways is the grandfather of modern salad technology. The problems werent really with growing the crops, it was with shipping them and keeping them fresh. Lugg, whos now 83 years old, still consults in the industry (and, for the record, still eats lots of salad).

In 1963, Lugg signed on to lead the research division of Bruce Church Inc., which teamed up with a subsidiary of refrigerator-maker Whirlpoola partnership based largely on the hope that they might be able to figure out how to get lettuce from Salinas to the East Coast before it turned brown. After a lot of experimentation, they figured out how to manipulate the atmosphere inside the vehicles in which they shipped the lettuce so that it was more hospitable, providing the right balance of CO2 and oxygen in refrigerated rail cars and containersa hack that took the shelf life of the lettuce from three or four days to 14, as long as the lettuce was kept cold.

Weve put it to sleep, Lugg explained. Its sleeping! Its not breathing at its normal rate.

Bruce Church Inc. eventually morphed into Fresh Express, which in 1989 introduced what is believed to be the first pre-washed, bagged salad in grocery stores nationwide. That first mix, packaged in breathable bags, was chopped iceberg lettuce, with bits of shredded carrots and purple cabbage, a combo that meant home cooks could serve a multi-ingredient salad without chopping a single vegetable. We saw a way to really improve the customer experience with lettuce, Lugg said.

Lugg recalled serving on a board that helped advise the government on investing in specialty crop research in the 1990s. I dont think they were spending very much, he says. (USDA couldnt provide an estimate.) The then-head of [the Agricultural Research Service] was very defensive about all the problems they had getting money and that they had to spend money for things like corn and ethanol and cotton.

Hed sometimes give Ed Knipling, the then-head of ARS, a hard time about the disparity. He would point out how much they spent on this crop or this crop, and wed say Well, how much did you spend on lettuce?

SO WHY DOESNT the nation spend more on better lettuce? The answer lies partly in the history of the U.S. Department of Agriculture itself. On one hand, the department, founded by Abraham Lincoln, is dedicated to promoting and boosting American agriculture as an industry. That means investing in the massive commodity crops that largely fuel American farming, giving us the cheapest, most abundant food supply in the history of the world. But the department is also tasked with encouraging healthy eatingits the agency that gives Americans nutrition adviceand these two major goals can at times be directly at odds.

Public health advocates have long lamented that the USDAs nutrition advice doesnt align with how the institution actually spends its money, and they often point to crop subsidies as the most glaring example. Between 2008 and 2012, for example, fruits and vegetables and other specialty crops got just under one-half of 1 percent of all the subsidies that were doled out. A full 80 percent of those payments went to supporting grains used in all manner of foods, to feed livestock and to fuel our cars, and oils, like what we use to fry potato chips.

The disparity is something that frustrates Rep. Chellie Pingree, a Democrat from Maine, who also happens to be an organic farmer. When the congresswoman speaks at food conferences, she often shows a side-by-side graphic comparing MyPlate, the governments nutrition guide, and a plate representation of crop subsidies.

Vegetables are called specialty crops! Dont ask me to explain why, Pingree said as she unveiled her graphic at TedxManhattan back in 2014. The room full of foodies gasped and mumbled disapprovingly.

The idea that junk food is cheaper than produce because of farm subsidies is so often repeated by food movement leaders like Michael Pollan that almost everyone assumes that its true. But the reality is more nuanced.

Subsidies on their own dont explain why processed foods are cheaper than produce, calorie for calorie. Fruits and vegetables, first and foremost, are highly perishable, which makes everything about growing, harvesting, storing and shipping them infinitely more complicated and expensive. Many of these crops also take a ton of labor to maintain and harvest. Economists whove crunched the numbers have found that removing agricultural subsidies would have little effect on consumers food prices, in part because the cost of commodities like corn and soybeans represent just a tiny share of the cost of the food sold in the grocery store.

The U.S. has simply gotten much better at growing corn than lettuce. Today, we get about six times as much corn out of one acre of land as we did in the 1920s, when Bruce Church started his lettuce farm. Iceberg lettuce yields, on the other hand, have only doubled in that time. The USDA didnt start tracking such data for most of the darker leafy greens until the 1990s.

Even if subsidies did make fruits and vegetables dramatically cheaper, its far from clear that everyone would start eating their broccoli. The price of produce isnt the only cost to eating fruits and vegetables; many consumers also lack the time or the skills to prepare and cook their perishables. And increasing fruit and vegetable consumption is hard to keep up as Americans eat more of their food on the go, away from home and prepare far fewer traditional meals on their own.

Moreover, the produce industry doesnt want to be subsidized like Big Corn or Big Soy. When industry leaders come to Capitol Hill, they have been clear that they didnt want traditional subsidies, like price supports, said Glenda Humiston, vice president of agriculture and natural resources at the University of California. They want help with the infrastructure to do their jobs better, she says, including more funding for research labs and data collection that can help industry solve problems on the ground.

Migrant workers pick organic spinach in a field in Colorado. Labor, often from immigrant workers, remains one of the most costly inputs to growing healthy fruits and vegetables. | Getty

Reducing the need for labor is one of the top priorities for the industry, especially with the Trump administrations rhetoric and recent crackdown on undocumented workers. Labor alone can account for half a farms costs and labor shortages are already preventing the expansion of acreage of specialty crops in many regions. Farmers can be hesitant to invest in growing, watering and raising a crop if theres uncertainty about having enough workers to harvest it.

Growers and shippers are going to have to find ways to mechanize, or were not going to be able to harvest our products, and were talking about delicate products, said Steve Church, CEO of Church Brothers Farms, a major grower in Salinas.

The biggest issue we have here is labor, Church added. No question in my mind.

Today, the government is funding research at Washington State University and other universities to design robots that can gently harvest apples and even see or smell when the fruit is ripea potential leap for the kind of mechanization that has so far eluded much of the produce industry.

USDA researchers are also working on a system that drastically cuts down on the need to sort fruit. The prototype is an elaborate, six-armed machine that goes into the field with apple pickers. The apples are fed onto a conveyer belt that uses an infrared system to detect blemishes and even grade the fruit on the spot.

Other research is focusing on improving flavor. In Florida, researchers have cracked the code to make tomatoes taste better, an innovation that could help reverse decades of breeding tomatoes for durability and thick skin that has left the fruit tasteless and watery. The tomatoes, which also have more lycopene, an important nutrient and anti oxidant, have begun being marketed in Florida under the name Tasti-Lee. The company that commercialized the technology says nearly 94 million pounds of the tastier tomato have been sold so far.

We first of all had to have a stable supply. We had to figure out how to get tomatoes from the West Coast to the East Coast, says a USDA scientist, permitted to speak on background. But now we can focus on the whole flavor component.

Making tomatoes tastier is only the beginning. Understanding this pathway, its not unique to just tomatoes, but you can use this as a model for citrus, or peppers or apples or anything else, the scientist said.

THOUGH SPECIALTY CROPS have lagged behind their shelf-stable brethren for much of the past century, the needs of the produce industry havent gone totally unheard in the halls of Washington. The idea that these smaller crops might deserve more attention began to gain some traction in the early 2000s, when California growers became increasingly angry that their state was the No. 1 agriculture state based on value, largely due to high-dollar specialty crops, but they were coming up around 16th in terms of USDA research funding coming into the state.

In 2006, there was also a renewed interest in investing in research after a deadly E. coli outbreak linked to packaged spinach rocked the entire produce industryand consumer confidence. Three people died, and 276 people were hospitalized. The disaster fueled an intense food-safety push across Salinas Valley and the rest of the produce industry. It also helped energize a diverse coalition of growers that had started to organize to ask Washington for a greater share of spending in the farm bill, the law that every five years sets the agenda for the Agriculture Department. They demanded that more money be invested in food safety and other types of research. Producers of commodities like dairy and grains were less than pleased to have another group vying for a part of the federal pie, according to congressional aides.

It was a hell of a fight, said Humiston.

But Big Produces political push has paid off. In 2008, the farm bill for the first time included a section dedicated to specialty crops. Theres now a $72 million fund to promote various specialty crop projects, like building hoop houses to extend the growing season. Fruit and vegetable farmers are also starting to get access to the same government-subsidized insurance policies that other commodities have enjoyed for years. But the biggest growth for specialty crops in recent years has been in research spending.

The USDA now dedicates some $400 million to studying specialty crops each yeara big increase, though still a modest fraction of the nearly $3 billion the government invests in agricultural research each year. That pot of money is spread among USDAs in-house research, land grant universities and other public research institutions. The USDA couldnt provide specialty crop research estimates from before 2008.

The Obama administration and its intense focus on healthy eating was also a boon to the specialty crop sector. The administration not only backed allocating more money to the crops, but it also promoted more fruits and vegetables in school meal programs that serve 30 million children each day, and in the Women, Infants and Children program, which provides nutritional support for half of all babies born in the United States.

While much of the new federal boost for produce investment is motivated more by the industrys business needs than any push to combat the nations crippling obesity epidemic, public health advocates with little political clout are thrilled to see the needle moving, however it happens.

If what we want is for people to eat fruits and vegetables, we have to make it easier, we have to make it taste better, said Marion Nestle, a food studies professor at New York University and author of the popular blog Food Politics.

Its about time produce got some attention.

Link:

The vegetable technology gap - Politico

Ford faces another legal challenge over hybrid technology patent – Automotive News (subscription) (blog)

The 2010 Ford Fusion hybrid, unveiled at the Los Angeles Auto Show in Nov. 2008. Photo credit: BLOOMBERG

The International Trade Commission this week launched an investigation into a patent infringement complaint against Ford Motor Co. that could prevent the automakers Mexico-built hybrid electric cars from entering the U.S.

Maryland hybrid technology company Paice, along with the Abell Foundation, allege Ford is importing certain hybrid electric vehicles and components that infringe on its own patents, a violation of the 1930 Tariff Act.

The company says it worked with Ford from 1999-2004 to provide detailed modeling and component design, but that the automaker eventually declined to license Paices technology.

We trusted Ford, Paice CEO Robert Oswald said in a statement. Our engineers spent years sharing technical details about our patented hybrid technology with Ford in good faith -- that faith was misplaced.

Paice has requested that the ITC issue a limited exclusion order and cease and desist orders against electric hybrids -- such as the Ford Fusion and Lincoln MKZ -- that are built in Mexico and sold in the U.S.

Ford, in a statement, called Paices allegations unsubstantiated and vowed to continue to vigorously defend itself from them.

The ITC will assign the case to one of its administrative law judges, who will determine whether or not Ford violated section 337 of the Tariff Act.

The USITC will make a final determination in the investigation at the earliest practicable time, the agency said in a statement.

The ITC investigation is the latest chapter in a years-long dispute between the two companies. Paice in 2014 filed a patent infringement lawsuit against Ford, which was deemed invalid in court. Two appeals courts have since upheld the original ruling, so the company is attempting to get a favorable decision through a different avenue the ITC.

Paice has filed similar lawsuits against a host of other automakers, including Volkswagen, Audi, Porsche, Toyota, Lexus, Hyundai and Kia. All cases have been settled, according to Nathanael Adamson, Paices executive vice president.

All were trying to do is get the auto companies to realize we own this technology, he told Automotive News.

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Boston Celtics Managing Partner Wyc Grousbeck: How Technology Is Transforming Sports – Forbes


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