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The arXiv paper introduces PlanFence, a dependency‑scoped validation protocol that prevents distributed LLM‑agent teams from executing actions based on obsolete plans, showing zero invalid actions in 30 controlled live workflows.

A new arXiv paper proposes a computational model combining language and code to improve data efficiency and uncertainty handling in inductive learning, outperforming pure LLMs and classic Bayesian models in behavioral studies.

The arXiv pre‑print demonstrates that the open‑source 120‑billion‑parameter LLM (gpt‑oss‑120b) can retain exact intermediate state across 196 dependent tool calls to compute an MD5 hash, achieving correct results in most runs.

OpenAI previewed precautions for Astra, a new cyber-critical large language model (LLM) with capabilities in breaking into computer systems.

A new research paper introduces DS-Lighting, a toolkit designed to make agent harnesses explicit for automating data-science workflows, improving reproducibility, comparability, and reliability.

A study evaluating frontier large language models (LLMs) on oncology decision-making found that 42.1% of decision points were answered correctly by none of the nine models tested, with failures concentrated in guideline pathway selection.

arXiv:2608.26109v1 Announce Type: new Abstract: Machine-learning models can predict ICU mortality accurately, but feature-attribution methods alone rarely provide the clinical …

The paper introduces PICasso, an AI‑assisted framework that automates the synthesis, verification, and optimization of silicon photonic integrated circuits from natural‑language specifications.

arXiv:2608.26114v1 Announce Type: new Abstract: Calculation-intensive financial question answering requires exact reasoning over structured rates, temporal conditions, numerical formulas, and …

Amazon's Nova2 model is behind the latest releases from LLM leaders OpenAI and Anthropic.

The Airbnb CEO said last year it hasn't struck an LLM partnership because existing products weren't quite ready.

Alibaba announced updates to its AI offerings, including a more powerful chip and a new large language model.