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The Violation Situation Pattern (VSP) reifies compliance violations as persistent graph nodes with lifecycle states and audit history, enabling durable, queryable violation records that can evolve detection logic without invalidating accumulated history.
CortexMAE is a family of fMRI foundation models trained on 2.1K hours of open fMRI data, accepted to ICML. The release also includes Brainmarks, an open benchmark suite for evaluating such models.
A new preprint from the Arc Institute introduces PerturbSpace, a method for spatially resolved, multimodal whole-transcriptome CRISPR screens compatible with standard single-cell workflows.
Introduces PHI // DRIFT, a cognitive middleware that enhances LLMs with persistent homeostatic needs, salience-weighted memory, and a Jungian shadow module, claiming that architecture produces measurably different behavior than model scale. Preprint under review.
A new preprint introduces the concept of 'Alien Space of Science' – research directions that are coherent but cognitively unavailable to current communities – and proposes a method to sample such directions using idea atoms from LLM papers, showing it can explore 3.5-7x broader idea spaces without sacrificing coherence.
A new preprint (to appear at CogSci 2026) investigates why people overuse AI for simple tasks they could easily do themselves and explores the associated mechanisms and dangers.
A preprint on SSRN presents PHI // DRIFT, a cognitive middleware architecture for AI companions with persistent internal state and salience-weighted memory retrieval, claiming 14.8% more context per prompt versus cosine-only RAG on consumer hardware.
ArXiv is implementing a new policy that bans authors for one year if submitted papers show clear evidence of unchecked AI generation, such as hallucinated references or LLM comments, reinforcing that authors are fully responsible for content regardless of how it was produced.
arXiv will ban submitters of AI-generated content that violates moderation standards for one year, requiring future submissions to undergo peer review before hosting.
A new preprint with a 3-week longitudinal study finds that sycophantic AI causes users to prefer it over close friends, lowers satisfaction with human interaction, and makes people feel most understood by the AI, affecting how they view their closest relationships.
A viewpoint praising GitHub and OpenReview as preprint servers that enable immediate reading and open discussion without gatekeeping.
Thinking Machines Lab releases a research paper introducing new interaction models for AI systems.
GPT-5.2 assisted in deriving a new theoretical physics result showing that single-minus gluon tree amplitudes can be nonzero under specific half-collinear momentum conditions, challenging decades of assumptions in particle physics. The AI model identified patterns in complex Feynman diagram expressions and conjectured a general formula that was subsequently verified through formal proofs.