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Archive for the ‘policy’ category: Page 23

Jul 11, 2022

An AI system trained to find an equitable policy for distributing public funds in an online game

Posted by in categories: entertainment, policy, robotics/AI

A team of researchers at DeepMind, London, working with colleagues from the University of Exeter, University College London and the University of Oxford, has trained an AI system to find a policy for equitably distributing public funds in an online game. In their paper published in the journal Nature Human Behavior, the group describes the approach they took to training their system and discuss issues that were raised in their endeavor.

How a society distributes wealth is an issue that humans have had to face for thousands of years. Nonetheless, most economists would agree that no system has yet been established in which all of its members are happy with the status quo. There have always been inequitable levels of income, with those on top the most satisfied and those on the bottom the least satisfied. In this latest effort, the researchers in England took a new approach to solving the problem—asking a computer to take a more logical approach.

The researchers began with the assumption that , despite their flaws, are thus far the most agreeable of those tried. They then enlisted the assistance of volunteers to play a simple resource allocation —the players of the game decided together the best ways to share their mutual resources. To make it more realistic, the players received different amounts of resources at the outset and there were different distribution schemes to choose from. The researchers ran the game multiple times with different groups of volunteers. They then used the data from all of the games played to train several AI systems on the ways that humans work together to find a solution to such a problem. Next, they had the AI systems play a similar game against one another, allowing for tweaking and learning over multiple iterations.

Jul 7, 2022

Nuclear and gas projects now considered “green” in Europe

Posted by in categories: nuclear energy, policy

In an unexpected move, on Wednesday, European lawmakers voted to declare some gas and nuclear energy projects “green.” They also agreed that these projects should receive access to cheap loans and even state subsidies, according to a report by The New York Times.

The proposal was made by the European Commission and the lawmakers present at the European Parliament meeting in Strasbourg, France, voted in favor of accepting it, with 328 votes backing the proposal and 278 against it. This decision was much to the dismay of detractors who argue that these projects are not environmentally friendly.

The policy, known as the “taxonomy,” will give the bloc, a group of 27 industrialized and wealthy nations, support as it struggles to replace Russian energy sources in order to penalize the Kremlin for its invasion of Ukraine. It will also aim to thwart “greenwashing”, the practice of labeling projects green that are not truly so.

Jul 3, 2022

Minority Report (2002) Official Trailer #1 — Tom Cruise Sci-Fi Action Movie

Posted by in categories: entertainment, policy, robotics/AI

Joseph DearMinority Report was a matter of policy, not AI. As long as we have the good sense to not try to prosecute for crimes they didn’t do or attempt, and instead use this for prevention, we can have the best of both worlds.

Omuterema AkhahendaAdmin.

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Jul 3, 2022

Jennifer Doudna | Four ways that CRISPR will revolutionize healthcare

Posted by in categories: bioengineering, biotech/medical, chemistry, food, health, policy

Hear from Nobel laureate Jennifer Doudna on the four ways that CRISPR gene editing technologies will revolutionize healthcare.

In her 31 March talk at the Frontiers Forum, Prof Jennifer Doudna outlined how CRISPR-based therapies are already transforming the lives of patients with previously limited treatment options. She also gave her vision for how her serendipitous discovery will revolutionize healthcare for us all. The session was attended by over 9,200 representatives from science, policy and business across the world.

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Jul 2, 2022

Scientists Seek Innovative Cure for Cancer at the Molecular Level

Posted by in categories: biotech/medical, business, engineering, law, policy

Jun Huang from the Pritzker School of Molecular Engineering at the University of Chicago.

Founded in 1,890, the University of Chicago (UChicago, U of C, or Chicago) is a private research university in Chicago, Illinois. Located on a 217-acre campus in Chicago’s Hyde Park neighborhood, near Lake Michigan, the school holds top-ten positions in various national and international rankings. UChicago is also well known for its professional schools: Pritzker School of Medicine, Booth School of Business, Law School, School of Social Service Administration, Harris School of Public Policy Studies, Divinity School and the Graham School of Continuing Liberal and Professional Studies, and Pritzker School of Molecular Engineering.

Jun 29, 2022

Live With(out) Littlewood | Alys Denby, Mark Johnson, Christopher Snowdon + more! | Ep.66

Posted by in categories: economics, education, law, policy

ON THE PANEL…

Alys Denby, Deputy Editor, CapX
Mark Johnson, Legal and Policy Officer, Big Brother Watch.
Christopher Snowdon, Head of Lifestyle Economics, IEA
Victoria Hewson, Head of Regulatory Affairs, IEA

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Jun 28, 2022

McMaster says AI can help beat adversaries, overcome ‘critical challenges’

Posted by in categories: policy, robotics/AI, security, sustainability

WASHINGTON — Artificial intelligence and related digital tools can help warn of natural disasters, combat global warming and fast-track humanitarian aid, according to retired Army Lt. Gen. H.R. McMaster, a onetime Trump administration national security adviser.

It can also help preempt fights, highlight incoming attacks and expose weaknesses the world over, he said May 17 at the Nexus 22 symposium.

The U.S. must “identify aggression early to deter it,” McMaster told attendees of the daylong event focused on autonomy, AI and the defense policy that underpins it. “This applies to our inability to deter conflict in Ukraine, but also the need to deter conflict in other areas, like Taiwan. And, of course, we have to be able to respond to it quickly and to maintain situational understanding, identify patterns of adversary and enemy activity, and perhaps more importantly, to anticipate pattern breaks.”

Jun 28, 2022

Senator Joe Lieberman — Leading Bipartisan Moonshots For Health, National Security And Government

Posted by in categories: biotech/medical, business, cybercrime/malcode, energy, government, health, law, policy

Leading bipartisan moonshots for health, national security & functional government — senator joe lieberman, bipartisan commission on biodefense, no labels, and the centre for responsible leadership.


Senator Joe Lieberman, is senior counsel at the law firm of Kasowitz Benson Torres (https://www.kasowitz.com/people/joseph-i-lieberman) where he currently advises clients on a wide range of issues, including homeland and national security, defense, health, energy, environmental policy, intellectual property matters, as well as international expansion initiatives and business plans.

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Jun 26, 2022

Google Insider Says Company’s AI Could “Escape Control” and “Do Bad Things”

Posted by in categories: law enforcement, policy, robotics/AI

Suspended Google engineer Blake Lemoine made a big splash earlier this month, claiming that the company’s LaMDA chatbot had become sentient.

The AI researcher, who was put on administrative leave by the tech giant for violating its confidentiality policy, according to the Washington Post, decided to help LaMDA find a lawyer — who was later “scared off” the case, as Lemoine told Futurism on Wednesday.

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Jun 24, 2022

DeepMind Researchers Develop ‘BYOL-Explore’: A Curiosity-Driven Exploration Algorithm That Harnesses The Power Of Self-Supervised Learning To Solve Sparse-Reward Partially-Observable Tasks

Posted by in categories: information science, policy, robotics/AI

DeepMind Researchers Develop ‘BYOL-Explore’, A Curiosity-Driven Exploration Algorithm That Harnesses The Power Of Self-Supervised Learning To Solve Sparse-Reward Partially-Observable Tasks


Reinforcement learning (RL) requires exploration of the environment. Exploration is even more critical when extrinsic incentives are few or difficult to obtain. Due to the massive size of the environment, it is impractical to visit every location in rich settings due to the range of helpful exploration paths. Consequently, the question is: how can an agent decide which areas of the environment are worth exploring? Curiosity-driven exploration is a viable approach to tackle this problem. It entails learning a world model, a predictive model of specific knowledge about the world, and (ii) exploiting disparities between the world model’s predictions and experience to create intrinsic rewards.

An RL agent that maximizes these intrinsic incentives steers itself toward situations where the world model is unreliable or unsatisfactory, creating new paths for the world model. In other words, the quality of the exploration policy is influenced by the characteristics of the world model, which in turn helps the world model by collecting new data. Therefore, it might be crucial to approach learning the world model and learning the exploratory policy as one cohesive problem to be solved rather than two separate tasks. Deepmind researchers keeping this in mind, introduced a curiosity-driven exploration algorithm BYOL-Explore. Its attraction stems from its conceptual simplicity, generality, and excellent performance.

Continue reading “DeepMind Researchers Develop ‘BYOL-Explore’: A Curiosity-Driven Exploration Algorithm That Harnesses The Power Of Self-Supervised Learning To Solve Sparse-Reward Partially-Observable Tasks” »

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