Framework

The United States has outlined what it says would be included in a potential agreement aimed at ending the conflict with Iran. Washington's description of the terms has drawn attention as officials and observers weigh whether a diplomatic settlement could bring the war to a close. Details of the proposed framework, and Iran's response to it, remain the focus of debate.

Nvidia has introduced the Open Agent Safety Platform, a reference framework for continuous monitoring of AI agents in silicon. The platform is aimed at improving safety and oversight as autonomous agent systems are deployed more widely. It was published through Nvidia's developer blog, drawing attention from the software engineering community.

A new review of Howard Marks's 2018 book Mastering the Market Cycle highlights its central argument: while investors cannot predict markets, they can gauge where they stand in the cycle, and that awareness should shape how they invest. The review draws on Marks's decades of experience as an investor, revisiting the book's guidance on risk and timing.

European Commissioner for the Environment Jessika Roswall held a roundtable on the revision of the Marine Strategy Framework Directive, the EU's main law for protecting marine environments. The discussion brings together stakeholders to weigh how the directive should be updated, as the European Commission works on revising the framework governing healthy seas and oceans across member states.

Researchers argue in Nature that environmental legal frameworks need to evolve to reflect Earth system dynamics, rather than regulating individual environmental problems in isolation. The call highlights the interconnected nature of climate, biodiversity and other planetary processes, and suggests current laws are ill-equipped to address cascading and cross-boundary changes in the Earth system.

Researchers have introduced a physics-grounded AI framework designed to make predictions about new materials more testable and scientifically verifiable. By embedding physical laws into machine learning models, the approach aims to improve the reliability of forecasts about how undiscovered materials behave. The work is being discussed as a step toward more trustworthy AI in materials science research.

A study published in Nature reports that fully developed active turbulence can be characterised through a non-equilibrium phase transition, providing a framework for when chaotic flows in active matter become fully turbulent. The finding connects active turbulence research with phase transition physics, a step researchers say could help model systems from bacterial suspensions to fluid dynamics.

The Artemis Accords, NASA's framework for international cooperation on lunar exploration, has grown to 76 signatory nations. The coalition sets shared principles for missions to the Moon, including transparency, interoperability and the use of space resources. The growing membership shows how the United States is building broad international support for its vision of lunar governance, even as rival approaches to space rules emerge.

A new result reported by Physics World indicates that graviton modes can survive when gravity is formulated on a lattice, a discrete framework often used to make quantum field theories calculable. The finding suggests quantum gravitational degrees of freedom remain well defined even in this regularised setting, offering a useful consistency check for attempts to quantise gravity non-perturbatively.

The Vaduz Space Dialogue 2026 conference is addressing radio spectrum management as a strategic space-policy asset, alongside arguments for a more federated European space framework. Space sector observers are following the Liechtenstein gathering for signals on how Europe might coordinate satellite spectrum use and governance more closely, as competition for orbital frequencies intensifies globally.

SuperAGI, an open-source framework for building autonomous AI agents, is the subject of a new in-depth overview covering its latest updates, product features, and code examples aimed at developers. The piece explores how the toolkit fits into the fast-moving agentic AI space and what it means for engineers building applications on top of large language models.

Donald Trump says leaders of major artificial intelligence companies have signed what he described as a 'constitution' committing them to police themselves. The claim suggests a voluntary self-regulation framework for the AI industry rather than formal government regulation. Further details about the document's contents, which companies signed it, and what commitments it involves remain unclear.

Donald Trump's administration is moving forward with an AI 'constitution', a framework governing how artificial intelligence should be developed and used in the United States. The announcement is being reported as the capstone of a day of accelerating ambition on AI policy, with coverage focused on how the government intends to shape the fast-moving technology.

Donald Trump has reached agreement with leading artificial intelligence executives on a set of voluntary AI standards. The pledge marks an early framework for how the industry will develop and deploy AI systems, relying on company commitments rather than binding regulation. The details of the standards, and which companies signed on, have drawn attention as governments worldwide weigh stricter mandatory AI rules.

A new arrangement under the Trump administration would place AI safety oversight largely in the hands of the technology industry itself, with leading executives committing to voluntary self-regulation instead of binding federal rules. The Verge reports on how this self-policing framework is structured and what it means for accountability. Critics are likely to question whether companies can be trusted to police their own AI development.

Ireland has reduced the levy that insurers pay toward the state's compensation framework to 0%, removing the charge on the industry for now. The decision offers relief to insurers operating in Ireland, who previously passed the cost of the levy on to policyholders through higher premiums.

Iraq, together with the United Nations Office on Drugs and Crime, is convening a roundtable in Vienna on counter-terrorism cooperation and the future of regional and international partnership. The 2026 meeting is expected to bring together officials to discuss coordinated approaches to terrorism, intelligence sharing, and ways to strengthen multilateral frameworks, reflecting Iraq's push for a larger diplomatic role in regional security efforts.

A meeting has been held in Greece on the execution of domestic court decisions concerning urban expropriations, under the framework of the Council of Europe's supervision of judgments. The session focused on how Greece is implementing rulings related to property takings in urban areas, an issue with human rights implications for affected property owners.

Bruegel has published an assessment of the 2028-2034 EU budget, examining how far the European Union's next multiannual financial framework would go toward closing Europe's investment gap. The analysis comes as EU institutions and member states begin negotiating the size and priorities of the post-2027 budget, with debates over defence, competitiveness and green investment shaping the discussion.

The European Union has approved five defense projects worth a combined $369 million, with Ukraine taking part in four of them. The move signals continued EU support for Kyiv's defense capabilities and deeper integration of Ukraine into European military cooperation frameworks. Details on the specific projects and timelines remain limited in early reporting.

BioTechniques takes a closer look at MFASS, a framework that runs three different splice-variant ranking methods and examines how their top-100 outputs compare. The piece explores what each ranker prioritises and how their results differ when predicting which splice variants matter most. It is part of the outlet's 'Peek behind the paper' series, in which researchers explain the reasoning and decisions behind recently published work.