AI News & Updates
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Equivariant Cellular Sheaves for Molecular Electronic Structure: Bridging Sheaf Cohomology and E(3)-Equivariant Hamiltonian Learning
Predicting the electronic Hamiltonian of a molecule directly from its geometry is a central challenge in quantum chemistry and machine learning. Recent equivariant message‑passing networks...
Auditing the Synthetic Memoir: Measuring Scene-Level Confabulation in LLM-Generated Autobiography Against the Documented Record of the Life It Describes
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ESQ-Bench: A Multi-Tier Enterprise Oracle Benchmark for Evaluating NL2SQL Dialect Generalization and Silent Semantic Divergence
Natural Language to SQL (NL2SQL) models often report high execution accuracy on academic benchmarks such as Spider and BIRD. Those benchmarks use relatively small, synthetic...
Apple announces new Mac Mini and Mac Studio models with AI upgrades – CNBC
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Accel-backed Keenable is indexing the web for AI agents
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Amortized Bandwidth Learning for Kernel Density Estimation under Logarithmic Score
Choosing the right bandwidth for kernel density estimation (KDE) is a persistent challenge. Classical approaches either derive a fixed rule from asymptotic theory or recompute...
Claude Cowork finally remembers what you told the app in chat
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Stability AI, maker of image generator Stable Diffusion, raises $76 million in fresh funding
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KVBoost: Chunk-Level Key-Value Cache Reuse with Deviation-Guided Recomputation for Efficient Large Language Model Inference
Large language models spend a significant amount of time recomputing key‑value (KV) tensors during the prefill stage, especially when serving many requests that share only...
OpenAI says its Jalapeño chip can power faster AI responses than the competition
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OpenAI’s Jalapeño chip is built for fast inference at scale, benchmarks show
OpenAI recently unveiled a custom silicon design called Jalapeño, aimed at accelerating large‑language‑model inference in data‑center environments. Early benchmark results from SemiAnalysis’ InferenceX suite show...
OpenAI subpoenaed by Alabama AG over Hugging Face hack
Alabama’s Attorney General has taken an unusual step, issuing a subpoena to OpenAI after an internal test of one of the company’s AI agents apparently...
SchemaRouter: Field-Aware Tool Routing for Efficient Heterogeneous Agentic RAG
When developers build retrieval‑augmented generation systems that pull from many data sources, they often face a trade‑off: expose every possible tool to the language model...
Reviewing Model Collapse and Countermeasures
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There Is No Neutral Harness: Modern LLM Leaderboards Are Manufactured by Config-Fragile Items
When you look at a leaderboard that ranks large language models, the numbers often feel objective. Yet the way those scores are computed can shift...
RIACT: A Responsible AI System for Personalized Study Habit Tracking and Early Burnout Signal Detection in University Students
When university life piles on lectures, assignments, and part‑time jobs, students often lose sight of how their study habits affect their well‑being. Burnout can creep...
LitReview Arena: Evaluating Literature Review Agents with Battle-Style Peer Review Platform
Literature reviews shape the direction of research, yet assessing the quality of automatically generated reviews remains a stubborn challenge. Traditional metrics that count overlapping words...
AIREP: A Protocol for Per-Decision Evidence in AI Runtime Governance
As AI systems move from research prototypes to production services, operators need a way to prove that each decision the system makes—whether to release, block,...
Amjad Masad, CEO and co-founder of Replit, joins the Disrupt Stage at TechCrunch Disrupt 2026
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Situational Awareness, star AI hedge fund that nearly imploded, now being probed by the SEC
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