Anthropic’s Claude independently designed protein binders targeting deadly scorpion neurotoxins. Out of more than 318,000 designs, 211 were tested in the…
Harness Self-Evolution for Long-Horizon Terminal Agents
arXiv:2610.27435v1 Announce Type: new Abstract: Long-horizon terminal agents may solve a task in one run yet fail across repeated runs. Stochastic errors…
When PTQ Calibration Helps or Hurts: Dose-Driven Collapse and Validation-Gated Abstention in Quantized Text Embedders
arXiv:2610.27397v1 Announce Type: new Abstract: Learned post-training quantization (PTQ) calibration fits quantizer parameters on a small calibration set,…
An LLM-Based Agent for Legal Compliance Assessment: Architecture, Memory, and Evaluation in a Canadian and Quebec Context
arXiv:2610.27347v1 Announce Type: new Abstract: Checking whether a text complies with a body of law is slow when done by hand and fragile when done with…
[AINews] OpenAI’s Patch the Planet program is 1 of 2 parties to discover PHP2Shell vulnerabilities in core PHP affecting 70% of the web, using GPT-5.6 Sol; coordinated response over 2 months
The Big Hardening begins
REM: What to Store, When to Recall, What to Forget in Experience Memory for Coding Agents
arXiv:2610.27377v1 Announce Type: new Abstract: Large language model (LLM) agents now autonomously complete long-horizon tasks, such as repository-level…
OpenAI acquires Orchestra Bio to build AI agents that speed up drug development
OpenAI is acquiring startup Orchestra Bio and plans to merge it with its life sciences AI platform Rosalind. The goal is to build AI agents that help…
Modeling Authentic Research Trajectories: A Graph View of Research Ideation
arXiv:2610.27337v1 Announce Type: new Abstract: The research idea in a published paper is rarely the project’s initial idea. Between the two lies a…
Ensemble forecasting with IBM Granite time-series models
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Correcting Attribution Patching with a Few Exact Measurements
arXiv:2610.27393v1 Announce Type: new Abstract: Mechanistic interpretability asks which language model components matter for a behavior, and activation…
AI News Brief Hourly Summary 2026-10-22 10h : 13 posts
13 posts published in the last hour 07:38Unsupervised Tool Evolution for Coding Agents in Data-Lake Analytics 07:38Evolving Self-tuning Benchmarks for Long-Horizon Tool Use 07:38Stronger artificial intelligence breakthroughs hasten their own exhaustion 07:38When Does an Added Planning Capability Create Operational Value?…
Unsupervised Tool Evolution for Coding Agents in Data-Lake Analytics
arXiv:2610.27327v1 Announce Type: new Abstract: Coding agents can answer analytical questions over a data lake by discovering, cleaning, and joining the…
Evolving Self-tuning Benchmarks for Long-Horizon Tool Use
arXiv:2610.27307v2 Announce Type: new Abstract: For AI assistants to move beyond simple chat interfaces and reliably assist users with applications like…
Stronger artificial intelligence breakthroughs hasten their own exhaustion
arXiv:2610.27296v1 Announce Type: new Abstract: Progress in artificial intelligence is widely assumed to scale with effort: more researchers, papers and…
When Does an Added Planning Capability Create Operational Value? An Observable Evidence Standard
arXiv:2610.27305v1 Announce Type: new Abstract: Industrial artificial intelligence (AI) planning systems combine predictive models, optimization logic,…
IBM AI Releases Granite Speech 5.0 2B for Multilingual Transcription and Translation
IBM released Granite Speech 5.0 2B, an Apache 2.0 speech recognition and translation model. It ranks #2 on the Open ASR Leaderboard with 5.68% average…
Vulnerability Analysis for Safe Multi-Agent Reinforcement
arXiv:2610.27293v1 Announce Type: new Abstract: Safe Multi-Agent Reinforcement Learning (SMARL) aims to learn cooperative control policies under…
Magnolia: A Persistent-Memory Agent Framework for Computational Chemistry
arXiv:2610.27230v1 Announce Type: new Abstract: Chemistry has recently entered a high-data regime as molecular databases from high-throughput platforms or…