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The United Kingdom has confirmed what everybody who ugly cried during “My Octopus Teacher” already knew: Octopuses are sentient — capable, that is, of perceiving things like pain and pleasure.

The country is adding an amendment to its Animal Welfare Sentience Bill to recognize creatures such as octopus, crabs, squids, and lobsters along with “all other decapod crustaceans and cephalopod molluscs” as sentient creatures, according to a press release from the UK Department for Environment, Food & Rural Affairs. The bill aims to ensure animal sentience is taken into account when developing government policy, and as such could inform debates around animal rights and dietary choices.

“The science is now clear that decapods and cephalopods can feel pain and therefore it is only right they are covered by this vital piece of legislation,” Animal Welfare Minister Lord Zac Goldsmith said in the release.

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TOKYO, May 24 (Reuters) — President Joe Biden on Tuesday said there was no change to a U.S. policy of “strategic ambiguity” on Taiwan, a day after he angered China by saying he would be willing to use force to defend the democratic island.

The issue of Taiwan loomed over a meeting in Tokyo of leaders of the Quad grouping of the United States, Japan, Australia and India, who stressed their determination to ensure a free and open Indo-Pacific region in the face of an increasingly assertive China — though Japanese Prime Minister Fumio Kishida said the group was not aimed at any one country.

The four leaders said in a joint statement issued after their talks that they “discussed their respective responses to the conflict in Ukraine and the ongoing tragic humanitarian crisis”.

The Festival will take place, from 7 to 9 July 2022, at the Archenhold Observatory in Berlin (Germany).

You are welcome to join the Festival in presence, sizing an excellent opportunity to visit the historic Archenhold Observatory and the beautiful city of Berlin. However, the Festival will be an hybrid conference, therefore virtual attendees are welcome as well.

Register here for free: https://spacerenaissance.space/register-to-the-space-renaiss
rlin-2022/

A detailed programme, and all the information — including logistics and hotels accommodations — are ** available on this page:**

**The agenda, in brief:** * The first day, 7 of July, focuses on ** Space Philosophy & Policy**, with a Panel on Civilian Space Development — How to accelerate it? How to support new space industry to achieve the goal of kicking off civilian space development within 2030? What should space agencies do, and what should the space activist organizations do? * The 8 of July, ** Astronauts and Civilians, Science & Tech Day**, will see two panels: on Space Habitats and Analog Training; Space Night, after dinner: Night Observation at the giant telescope * The 9 of July, the ** Space Art Day**, with two art panels, in German and English language.

The programme includes several keynote speakers, e.g. Seth Shostak (SETI), Giuseppe Reibaldi and John Mankins (Moon Village Association), Michelle Hanlon (NSS President), Bob Zubrin (Mars Society Founder), Jan Wörner (former ESA Director General), Bernard Foing (SRI President, chair of ITACCUS and EuroMoonMars). Many experts will tell us what’s going on on the edge of space settlement, science, art and exploration.

Several space artists will present their artworks, including: Priscilla Thomas, Mary Kuiper, Barbara King, and many members of the MoonMars art group.

The Festival will host the GALIX Congress 2022.

R&D & Innovation For U.S. Security & Resilience — Kathryn Coulter Mitchell, Acting Under Secretary for Science and Technology, DHS Science and Technology Directorate, Department of Homeland Security.


Kathryn Coulter Mitchell (https://www.dhs.gov/person/kathryn-coulter-mitchell), is Acting Under Secretary for Science and Technology (S&T), at the U.S. Department of Homeland Security, where as the science advisor to the Homeland Security Secretary, she heads the research, development, innovation and testing and evaluation activities in support of the Department of Homeland Security’s (DHS) operational Components and first responders across the nation.

The Science and Technology Directorate is responsible for identifying operational gaps, conceptualizing art-of-the-possible solutions, and delivering operational results that improve the security and resilience of the nation.

In her former role as the Chief of Staff, Ms. Coulter Mitchell oversaw the operational and organizational needs of the $1 billion, 500-career-employee Directorate. A member of the Senior Executive Service, she was responsible for strategy, policy, organizational development, communications, and planning and she guided the creation of a DHS strategic vision and roadmap for research and development (R&D), the reestablishment of Integrated Product Teams to prioritize and manage DHS R&D investments, and the crafting of strategies for organizational effectiveness. Ms. Mitchell previously served S&T as Deputy Chief of Staff and Senior Communications Advisor for the Under Secretary and Deputy Under Secretary.

Ms. Coulter Mitchell came to DHS after a 15-year career in the private sector and on Capitol Hill. In industry, she provided organizational strategy and communications support to the S&T directorate and the Federal Emergency Management Agency where she authored the communications strategy for the multi-million dollar, multi-agency rollout of Presidential Policy Directive 8 (This directive is aimed at strengthening the security and resilience of the United States through systematic preparation for the threats that pose the greatest risk to the security of the Nation, including acts of terrorism, cyber attacks, pandemics, and catastrophic natural disasters.)

Inspired by progress in large-scale language modelling, we apply a similar approach towards building a single generalist agent beyond the realm of text outputs. The agent, which we refer to as Gato, works as a multi-modal, multi-task, multi-embodiment generalist policy. The same network with the same weights can play Atari, caption images, chat, stack blocks with a real robot arm and much more, deciding based on its context whether to output text, joint torques, button presses, or other tokens.

During the training phase of Gato, data from different tasks and modalities are serialised into a flat sequence of tokens, batched, and processed by a transformer neural network similar to a large language model. The loss is masked so that Gato only predicts action and text targets.

When deploying Gato, a prompt, such as a demonstration, is tokenised, forming the initial sequence. Next, the environment yields the first observation, which is also tokenised and appended to the sequence. Gato samples the action vector autoregressively, one token at a time.

Making the future of medicine possible by rethinking how medicines are made — olivia zetter, head of government affairs & AI strategy, resilience.


Olivia Zetter is Head of Government Affairs and AI Strategy at National Resilience, Inc. (https://resilience.com/) a first-of-its-kind manufacturing and technology company dedicated to broadening access to complex medicines and protecting bio-pharmaceutical supply chains against disruption.

Founded in 2020, National Resilience, Inc. is building a sustainable network of high-tech, end-to-end manufacturing solutions to ensure the medicines of today, and tomorrow, can be made quickly, safely, and at scale.

Olivia brings extensive experience in national security spanning diplomacy, defense, and development, along with emerging technology issues. Olivia has held multiple positions in government, most recently as a Director of Research and Analysis at the National Security Commission on Artificial Intelligence, an independent federal commission established by Congress to examine the impact of artificial intelligence on national security and defense.

Olivia previously served at the Department of State as a Foreign Affairs Officer in the Office of the Coordinator for Cyber Issues, where her work spanned a diverse range of cyber policy areas. She also served as the Special Advisor on Trans-Regional Issues to the Special Presidential Envoy for the Global Coalition to Counter ISIS, where she coordinated efforts to counter the terrorist organization’s financing, foreign terrorist fighter flows, and external operations.

For those not paying attention, Tesla has been unable to build cars in China for a few weeks as China shuts down due to a zero Covid policy. Here’s a short video about life in China:


China’s financial hub Shanghai has started easing its lockdown in some areas on Monday, despite reporting a record high of more than 25,000 new Covid-19 infections, as authorities sought to get the city moving again after more than two weeks.

Pressure has been building on authorities in the country’s most populous city, and one of its wealthiest, from residents growing increasingly frustrated as the curbs dragged on, leaving some struggling to find enough food and medicine. Footage circulating online showed people screaming from their balconies, with the person filming claiming it was because people had grown tired of China’s strict lockdown rules.

Shanghai to ease lockdown despite surge in Covid cases â–ș https://www.theguardian.com/world/2022/apr/11/shanghai-to-ea
ovid-cases.

The Guardian publishes independent journalism, made possible by supporters. Contribute to The Guardian today â–ș https://bit.ly/3uhA7zg.

The goal of this virtual workshop is to discuss whether microbial pathogens may represent a causal component of Alzheimer’s disease, review knowledge gaps, and establish scientific priorities to address these gaps. The workshop discussed gaps in current knowledge and explored new opportunities for research in the areas intersecting infectious organisms and Alzheimer’s disease.

All comments must conform to NIA’s comments policy: https://go.usa.gov/xtqAQ

In the field of artificial intelligence, reinforcement learning is a type of machine-learning strategy that rewards desirable behaviors while penalizing those which aren’t. An agent can perceive its surroundings and act accordingly through trial and error in general with this form or presence – it’s kind of like getting feedback on what works for you. However, learning rules from scratch in contexts with complex exploration problems is a big challenge in RL. Because the agent does not receive any intermediate incentives, it cannot determine how close it is to complete the goal. As a result, exploring the space at random becomes necessary until the door opens. Given the length of the task and the level of precision required, this is highly unlikely.

Exploring the state space randomly with preliminary information should be avoided while performing this activity. This prior knowledge aids the agent in determining which states of the environment are desirable and should be investigated further. Offline data collected by human demonstrations, programmed policies, or other RL agents could be used to train a policy and then initiate a new RL policy. This would include copying the pre-trained policy’s neural network to the new RL policy in the scenario where we utilize neural networks to describe the procedures. This process transforms the new RL policy into a pre-trained one. However, as seen below, naively initializing a new RL policy like this frequently fails, especially for value-based RL approaches.

Google AI researchers have developed a meta-algorithm to leverage pre-existing policy to initialize any RL algorithm. The researchers utilize two procedures to learn tasks in Jump-Start Reinforcement Learning (JSRL): a guide policy and an exploration policy. The exploration policy is an RL policy trained online using the agent’s new experiences in the environment. In contrast, the guide policy is any pre-existing policy that is not modified during online training. JSRL produces a learning curriculum by incorporating the guide policy, followed by the self-improving exploration policy, yielding results comparable to or better than competitive IL+RL approaches.

CSIS will host a public event on responsible AI in a global context, featuring a moderated discussion with Julie Sweet, Chair and CEO of Accenture, and Brad Smith, President and Vice Chair of the Microsoft Corporation, on the business perspective, followed by a conversation among a panel of experts on the best way forward for AI regulation. Dr. John J. Hamre, President and CEO of CSIS, will provide welcoming remarks.

Keynote Speakers:
Brad Smith, President and Vice Chair, Microsoft Corporation.
Julie Sweet, Chair and Chief Executive Officer, Accenture.

Featured Speakers:
Gregory C. Allen, Director, Project on AI Governance and Senior Fellow, Strategic Technologies Program, CSIS
Mignon Clyburn, Former Commissioner, U.S. Federal Communications Commission.
Karine Perset, Head of AI Unit and OECD.AI, Digital Economy Policy Division, Organisation for Economic Co-Operation and Development (OECD)
Helen Toner, Director of Strategy, Center for Security and Emerging Technology, Georgetown University.

This event is made possible through general support to CSIS.

A nonpartisan institution, CSIS is the top national security think tank in the world.
Visit www.csis.org to find more of our work as we bring bipartisan solutions to the world’s greatest challenges.

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