Anthropic had its Claude models design small proteins on their own that dock onto target structures in the body, a key step in early drug development. The…
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Q-Learning With World Models
arXiv:2608.17163v1 Announce Type: cross Abstract: Off-policy reinforcement learning (RL) has become increasingly sample-efficient, enabling applications…
Relevance Over Scale: Building AI That Survives Contact with Reality
Why smaller, task-specific models are essential for AI in the field Teams can now move from AI prompt to prototype faster than ever. But these prototypes…
The Acknowledgment Point Is the System: Durable Policy-Decision Receipts for AI Audit Evidence
arXiv:2608.17176v1 Announce Type: cross Abstract: An AI audit record is useful only if its durability and trust boundary are explicit. Returning a guarded…
AI labs are failing to keep their own systems in check
No AI company fully applies basic control measures to its own internal AI systems. The article AI labs are failing to keep their own systems in check…
Expected free energy as an information constraint on the Bethe Lagrangian
arXiv:2608.17167v1 Announce Type: cross Abstract: Active inference selects actions by minimising an expected free energy functional over predicted…
From Abductive Explanations to Global Logical Rules for Node Classification in SGCs
arXiv:2608.17103v1 Announce Type: cross Abstract: Graph Neural Networks (GNNs) have achieved remarkable performance in node classification tasks,…
Foundation Agents Meet Agentic Deep Research: Evidence-Grounded Clinical Code Forecasting
arXiv:2608.17075v1 Announce Type: cross Abstract: Next-encounter ICD forecasting predicts which standardized diagnosis codes will be documented at a…
Anthropic’s annualized revenue surges to $65B
The model maker added $18 billion in annualized revenue in two months.
Iterative tensor network transformations for element-wise evaluation of elementary and filtering functions
arXiv:2608.17135v1 Announce Type: cross Abstract: Tensor networks are powerful formats for compressing large-scale data. However, their application to…