"attemped to get cargo to fall by parachute or land in planes or ships again, by imitating the same practices they had seen the soldiers, sailors, and airmen use. They carved headphones from wood and wore them while sitting in fabricated control towers. They waved the landing signals while standing on the runways. They lit signal fires and torches to light up runways and lighthouses. "
Probabilistic algorithms and state machines work by massively parallel stochastic walks, rather than carefully coordinated sequences of deterministic steps. We expect them to eventually produce desired outputs in reasonable proportions, rather than perform any given step precisely. This may help us model biological, neural, psychological and social systems, which robustly exhibit reasonable behavior under a wide range of conditions but rarely - if ever - can be made to repeat themselves perfectly.
Our machines will begin to sanity check implausible inputs and sample plausible alternatives rather than blindly follow our instructions. Our interactions will someday be taken as noisy evidence, interpreted with respect to probabilistic programs that model our intent, rather than taken as definite inputs to some deterministic function. This epistemological flexibility, arising from the wiggle room afforded by probability, could potentially allow us to one day build a probabilistic computer that is not well described by the phrase “garbage in, garbage out”.Probabilistic computation may also provide clues for understanding neural computation and cognitive architecture. We can let go of our focus on calculating probabilities and optimal actions, instead favoring systems that sample good guesses. For example, neural systems may appear noisy because they are trying to solve problems of inference and decision making under uncertainty by sampling. The variability might not be Gaus sian error around some linearized set-point, but rather the natural dynamics of a distributed circuit that is robustly hallucinating world states in accordance with a generative probabilistic model and the evidence of the senses.
- Neurodiversity vs. Cognitive Liberty - November 8th, 2009 [November 8th, 2009]
- Link dump: 2009.10.13 - November 8th, 2009 [November 8th, 2009]
- Limits to the biolibertarian impulse - November 8th, 2009 [November 8th, 2009]
- Link dump: 2009.10.15 - November 8th, 2009 [November 8th, 2009]
- Neurodiversity vs. Cognitive Liberty, Round II - November 8th, 2009 [November 8th, 2009]
- Link dump: 2009.10.17 - November 8th, 2009 [November 8th, 2009]
- Cognitive liberty and right to one's mind - November 8th, 2009 [November 8th, 2009]
- TED Talks: Henry Markram builds a brain in a supercomputer - November 8th, 2009 [November 8th, 2009]
- And Now, for Something Completely Different: Doomsday! - November 8th, 2009 [November 8th, 2009]
- Link dump: 2009.10.19 - November 8th, 2009 [November 8th, 2009]
- Oklahoma and abortion - some fittingly harsh reflections - November 8th, 2009 [November 8th, 2009]
- Pigliucci on science and the scope of skeptical inquiry - November 8th, 2009 [November 8th, 2009]
- Remembering Mac Tonnies - November 8th, 2009 [November 8th, 2009]
- Link dump: 2009.10.24 - November 8th, 2009 [November 8th, 2009]
- Link dump: 2009.10.26 - November 8th, 2009 [November 8th, 2009]
- The Bright Side of Nuclear Armament - November 8th, 2009 [November 8th, 2009]
- Grieving chimps - November 8th, 2009 [November 8th, 2009]
- Elephant prosthetic - November 8th, 2009 [November 8th, 2009]
- Mass produced artificial skin to replace animal testing - November 8th, 2009 [November 8th, 2009]
- Dog gets osseointegrated prosthetic - November 8th, 2009 [November 8th, 2009]
- NASA Shuttle-derived Sidemount Heavy Launch Vehicle Concept - November 8th, 2009 [November 8th, 2009]
- Link dump for 2009.02.02 - November 8th, 2009 [November 8th, 2009]
- Link dump for 2009.11.04 - November 8th, 2009 [November 8th, 2009]
- Link dump for 2009.11.05 - November 8th, 2009 [November 8th, 2009]
- IEET's Biopolitics of Popular Culture Seminar - November 8th, 2009 [November 8th, 2009]
- Einstein and Millikan should have done a Kurzweil - November 8th, 2009 [November 8th, 2009]
- Affective Death Spirals - November 8th, 2009 [November 8th, 2009]
- Cure aging or give a small number of disabled people jobs as janitors? - November 8th, 2009 [November 8th, 2009]
- Would unary notation prevent scope insensitivity? - November 8th, 2009 [November 8th, 2009]
- Cure aging or give a small number of disabled people jobs as janitors - unary version. - November 8th, 2009 [November 8th, 2009]
- At SENS4, Cambridge, UK - November 8th, 2009 [November 8th, 2009]
- SENS4 overview and review - how evolution complicates SENS, and why we must try harder - November 8th, 2009 [November 8th, 2009]
- SENS4 top 10 photos - November 8th, 2009 [November 8th, 2009]
- My AI research for this year - November 8th, 2009 [November 8th, 2009]
- My AI research: Formal Logic - November 8th, 2009 [November 8th, 2009]
- My AI research: Category theory and institution theory - November 8th, 2009 [November 8th, 2009]
- My AI research: The Semantic Web - November 8th, 2009 [November 8th, 2009]
- My AI research: Features and Flaws of Logical representation - November 8th, 2009 [November 8th, 2009]
- My AI research: Graphical models and probabilistic logics - November 8th, 2009 [November 8th, 2009]
- Hughes and More engage Italian Catholicism: Image caption competition - November 8th, 2009 [November 8th, 2009]
- Surprisingly good solutions, falling in love and life in a materialistic universe - November 8th, 2009 [November 8th, 2009]
- What do you get when you cross slightly evolved, status seeking monkeys with the scientific method? - November 8th, 2009 [November 8th, 2009]
- Seeking the optimal philanthropic strategy: Global Warming or AI risk? - November 8th, 2009 [November 8th, 2009]
- At the Singularity Summit in NYC - November 8th, 2009 [November 8th, 2009]
- Katja Grace: world-dominating superintelligence is "unlikely" - November 8th, 2009 [November 8th, 2009]
- Normal Human Heroes on "Nightmare futures" - November 8th, 2009 [November 8th, 2009]
- Anissimov on Intelligence Enhancement - November 8th, 2009 [November 8th, 2009]
- Yudkowsky on "Value is fragile" - November 8th, 2009 [November 8th, 2009]
- Response to Pearce - November 8th, 2009 [November 8th, 2009]
- Creative thinking lets you believe whatever you want - December 13th, 2009 [December 13th, 2009]
- Let’s get metaphysical: How our ongoing existence could appear increasingly absurd - December 13th, 2009 [December 13th, 2009]
- Linda MacDonald Glenn guest blogging in November and December - December 13th, 2009 [December 13th, 2009]
- Link dump for 2009.11.15 - December 13th, 2009 [December 13th, 2009]
- Call 1-800-New-Organ, by 2020? - December 13th, 2009 [December 13th, 2009]
- IBM's claim to have simulated a cat's brain grossly overstated - December 13th, 2009 [December 13th, 2009]
- John Hodgman pulls off Fermi Paradox schtick - December 13th, 2009 [December 13th, 2009]
- Deus Sex Machina - December 13th, 2009 [December 13th, 2009]
- How Americans spent themselves into ruin... but saved the world - December 13th, 2009 [December 13th, 2009]
- I am my own grandpa (or grandma)? - December 13th, 2009 [December 13th, 2009]
- Link dump for 2009.11.29 - December 13th, 2009 [December 13th, 2009]
- The art of Tomas Saraceno - December 13th, 2009 [December 13th, 2009]
- Link dump: 2009.12.05 - December 13th, 2009 [December 13th, 2009]
- The Harmonic Convergence of Science, Sight, & Sound - December 13th, 2009 [December 13th, 2009]
- Working on my website - December 13th, 2009 [December 13th, 2009]
- Transhumanism, personal immortality and the prospect of technologically enabled utopia - December 13th, 2009 [December 13th, 2009]
- RokoMijic.com is up - December 13th, 2009 [December 13th, 2009]
- Why the Fuss About Intelligence? - December 13th, 2009 [December 13th, 2009]
- Initiation ceremony - December 13th, 2009 [December 13th, 2009]
- Birthing Gods - December 13th, 2009 [December 13th, 2009]
- 11 core rationalist skills - from LessWrong - December 13th, 2009 [December 13th, 2009]
- The best of the guests - December 13th, 2009 [December 13th, 2009]
- The best of Sentient Developments: 2009 - December 13th, 2009 [December 13th, 2009]
- Link dump: 2009.12.15 - December 15th, 2009 [December 15th, 2009]
- The Utopia Force - December 22nd, 2009 [December 22nd, 2009]
- Avatar: The good, the bad and ugly - December 23rd, 2009 [December 23rd, 2009]
- Singularity Institute launches "2010 Singularity Research Challenge" - December 24th, 2009 [December 24th, 2009]
- Transhumanism as a "nonissue" - December 24th, 2009 [December 24th, 2009]
- Hanson on "Meh, Transhumanism" - December 25th, 2009 [December 25th, 2009]
- Merry Newtonmas from Transhuman Goodness - December 25th, 2009 [December 25th, 2009]
- After proud knowledge - December 26th, 2009 [December 26th, 2009]