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HUMAN COMPATIBLE: AI and the Problem of Control by Stuart Russell book review

Geographical Magazine
HUMAN COMPATIBLE: AI and the Problem of Control by Stuart Russell book review
Written by
Jacob Dykes
by Stuart Russell • allen lane
If a human baby, in its first year of life, became the world Chess or Go champion, pandemonium would erupt. Theories would include demonic possession, an alien visitation, or a genetic engineering experiment let loose on the world. That baby did exist however: its name was AlphaGo, and the proud parents at Google trained it in 2016 through ‘reinforcement learning’ and 1.5 million iterations of ‘self-play’.
It’s this relationship between the human and machine mind that is at the centre of Stuart Russell’s Human Compatible. Russell knows that many of us don’t really understand the cognitive framework behind algorithms. To explain, he holds up a mirror to the human brain to demonstrate what algorithms are being programmed to do. ....

Stuart Russell , Artificial Intelligence , Will Artificial Intelligence Take Over The World , Data Science , Big Compute , Big Computing , Natural Language Processing Systems , ஸ்டூவர்ட் ரஸ்ஸல் , செயற்கை உளவுத்துறை , விருப்பம் செயற்கை உளவுத்துறை எடுத்துக்கொள்ளுங்கள் ஓவர் தி உலகம் , தகவல்கள் அறிவியல் , பெரியது கணக்கிடு , பெரியது கணினி , இயற்கை மொழி ப்ரோஸெஸிஂக் அமைப்புகள் ,

Supercomputer Turns Back Cosmic Clock

Schematic diagram of the evolution of the Universe from the inflation (left) to the present (right). The "reconstruction method" winds back the evolution. ....

Masato Shirasaki , Institute Of Statistical Mathematics , National Astronomical Observatory Of Japan , Statistical Mathematics , National Astronomical Observatory , Primordial Non Gaussianity , Post Reconstructed Galaxy Bispectrum , Redshift Space , நிறுவனம் ஆஃப் புள்ளிவிவர கணிதம் , தேசிய வானியல் கண்காணிப்பு ஆஃப் ஜப்பான் , புள்ளிவிவர கணிதம் , தேசிய வானியல் கண்காணிப்பு , ரெட் ஷிப்ட் இடம் ,

Fujitsu Leverages World's Fastest Supercomputer 'Fugaku' and AI to Deliver Real-Time Tsunami Prediction in Joint Project

(2)
TOKYO, Feb 16, 2021 - (JCN Newswire) - The International Research Institute of Disaster Science at Tohoku University, the Earthquake Research Institute at the University of Tokyo, and Fujitsu Laboratories have today announced the successful development of an AI model that will empower disaster management teams with the ability to predict tsunami flooding in coastal areas in near real-time, harnessing the computational power of the world s fastest supercomputer(1), Fugaku, jointly developed by RIKEN and Fujitsu.
Fig. 1: Overview of tsunami prediction with AI
Fig. 2: Comparison between anticipated flooding (tsunami source model created by Cabinet Office of Japan) of Nankai Trough Megathrust Earthquake and prediction results of newly developed AI ....

Tokyo Bay , Japan General , United States , Fujitsu Ltd , Research Organization For Information Science , Fujitsu Laboratories Ltd , Tohoku University , Cabinet Office Of Japan , Cabinet Office , Api Deep Neural Network Library One , University Of Tokyo , Fujitsu Limited , Software Technical Computing Suite , Cabinet Office Of Japan Fig , Earthquake Research Institute , International Research Institute , Disaster Science , Fujitsu Laboratories , Nankai Trough Megathrust Earthquake , Great East Japan Earthquake , Newly Developed Technology , Tsunami Forecast , Preliminary Use Projects , Research Organization , Information Science , Nankai Trough ,

Visualisation of 'dancing DNA'

Videos showing for the first time how small circles of DNA adopt dance-like movements inside a cell have been developed by researchers in. ....

Baylor College Of Medicine , United States , Lynn Zechiedrich , Sarah Harris , Massa Shoura , Alice Pyne , Nature Communications , School Of Physics , University Of Leeds , Stanford University , University Of Sheffield , Soft Matter , Baylor College , Houston Texas , Associate Professor , Professor Zechiedrich , Early Detection , Gene Therapy , பேலர் கல்லூரி ஆஃப் மருந்து , ஒன்றுபட்டது மாநிலங்களில் , சாரா ஹாரிஸ் , ஆலிஸ் பைன் , இயற்கை தகவல்தொடர்புகள் , பள்ளி ஆஃப் இயற்பியல் , பல்கலைக்கழகம் ஆஃப் லீட்ஸ் , ஸ்டான்போர்ட் பல்கலைக்கழகம் ,

Intriguing new twist to unfolding story of DNA

Date Time
Intriguing new twist to unfolding story of DNA
Scientists have developed ground-breaking techniques for visualising the stresses and strains placed on tiny twisted DNA circles.
Using advanced atomic force microscope technology and a supercomputer, the research team from the Universities of Leeds, Sheffield, York and the John Innes Centre revealed that twisted DNA can develop kinks and creases that help to package it into compact shapes.
Getting a DNA molecule into a cell involves a process of folding called supercoiling, where the DNA is twisted and looped.
The researchers believe their technique for visualising how DNA can compact so tightly will accelerate the development of new forms of gene therapy where diseases can be prevented or cured by because these very small circles of DNA can squeeze into cells more easily. ....

United States , Baylor College Of Medicine , Tony Maxwell , Lynn Zechiedrich , Sarah Harris , Massa Shoura , Alice Pyne , Nature Communications , School Of Physics , John Innes Centre , University Of Sheffield , University Of Leeds , Stanford University , Soft Matter , Baylor College , Houston Texas , Associate Professor , Professor Zechiedrich , Molecular Biology , Early Detection , Cell Nucleus , ஒன்றுபட்டது மாநிலங்களில் , பேலர் கல்லூரி ஆஃப் மருந்து , டோனி மேக்ஸ்வெல் , சாரா ஹாரிஸ் , ஆலிஸ் பைன் ,