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AI Sovereignty: A Qualitative Model of Strategic Competition as AI Becomes an Instrument of National Power
arXiv:2606.07245v1 Announce Type: new Abstract: AI sovereignty is the extent to which a nation independently controls its artificial intelligence (AI) technologies. The race toward ever-more-sophisticated frontier AI models is of increasing strategic importance, with nations considering how AI might improve their economic situations, competitive advantage, and overall national power. However, the costs of AI sovereignty are enormous, and we lack definitions and conceptual models to navigate...
Magenta RealTime 2: Open and Local Live Music Models
We’re excited to share Magenta RealTime 2 (MRT2), a state-of-the-art open model and efficient real-time inference engine that enables you to build and play AI musical instruments on your laptop! To get started, download the apps on your MacBook (requires Apple Silicon). Unlike other large generative music models that work offline to turn a prompt into a track, MRT2 is a live, interactive model that you can control with MIDI and audio, in addition to text.
Leveraged ETF assets double in two months as investors press AI bet
Assets in leveraged ETF nearly doubled over two months, as investors scrambled for maximum exposure to the artificial intelligence trend. "Investors increasingly use leveraged instruments linked to the 'AI-trade' – assets in leveraged ETFs linked to AI and Tech themes have surged, with exposures in the US and Korea/Taiwan rising sharply- more than doubling in recent months," wrote Goldman's Christian Mueller-Glissmann in a note. Goldman cited data from EPFR tracking 573 leveraged U.S. equity...
To Use AI as Dice of Possibilities with Timing Computation
arXiv:2605.01134v2 Announce Type: replace Abstract: The dominant noun-based modeling paradigm has fundamentally constrained AI development, precluding any adequate representation of the future as an open temporal dimension. This paper introduces a verb-based paradigm, together with precise definitions of \emph{timing computation} and \emph{possibility}, that enables AI to function as an effective instrument for realizing the grammar of our thought. Applied to longitudinal EHR data from 3,276...
Thinking Through Signs: PEEL as a Semiotic Scaffolding for Epistemically Accountable AI-Enabled Research
arXiv:2606.04152v1 Announce Type: new Abstract: Large language models are reshaping research practice while quietly eroding researchers epistemic accountability. This commentary introduces PEEL - Protocols for Epistemically Engaged Literacy in AI, a working scaffolding that combines deterministic distant reading via Voyant Tools with LLM interpretation via Claude, grounded in Peircean semiotics and abductive reasoning.
From Causal Discovery to Dynamic Causal Inference in Neural Time Series
arXiv:2603.20980v3 Announce Type: replace Abstract: Time-varying causal models provide a powerful framework for studying dynamic scientific systems, yet most existing approaches assume that the underlying causal network is known a priori - an assumption rarely satisfied in real-world domains where causal structure is uncertain, evolving, or only indirectly observable. This limits the applicability of dynamic causal inference in many scientific settings. We propose Dynamic Causal Network...
Americans don't know how to fight AI so they're fighting data centers
On its surface, the national revolt against data centers seems simple: They are a nuisance, and people do not want them in their proverbial backyards. But I haven’t been able to let go of the idea that there must be something much deeper driving the backlash against them, and few other subjects have confounded me more than trying to figure out what to think about it. Americans don’t know how to fight AI.
The Rising Dominance of Methods Across Science
Announce Type: new Abstract: Scientific progress is traditionally narrated through the interplay of theoretical insights and experimental findings. Yet this view of science underplays a third and central pillar of progress: the methods that underlie both conceptual advances and empirical evidence. By analysing more than 3 million articles across science published between 1980 and 2019, we find that science has undergone a fundamental structural transition.
Citing Gandalf, Pope Leo says we must "disarm" AI
Pope Leo XIV has released his first encyclical, "Magnifica Humanitas," which calls for artificial intelligence to be "disarmed" in service of the common good. The 40,000-word document strongly criticises AI-powered autonomous weapons, data colonialism, and the monopolisation of new digital assets.
Are Algorithm Registers Transparent? Perspectives from Germany
arXiv:2606.02347v1 Announce Type: new Abstract: Algorithm registers are public-facing databases that display basic information about algorithms employed in public administration. While several such registers exist across Europe and globally, their capacity to deliver meaningful transparency remains contested. In Germany, the landscape is notably fragmented: no federal-level register exists, yet at least five state- and federal-level initiatives publish information about AI systems with...