arXiv:2610.27483v1 Announce Type: new Abstract: The growing use of autonomous artificial intelligence agents in digital commerce creates new security…
The More the Better? A Comparison of Single- and Multi-Agent LLM Setups on a Financial Review Task
arXiv:2610.27488v1 Announce Type: new Abstract: Practitioner guidance holds that a large language model reviews a document better when the work is divided…
Anthropic takes on Grok Bot, Meta’s Muse, and OpenAI’s Dots with its always-on agent “Claude Duet”
Anthropic has launched Claude Duet, a proactive AI agent that handles tasks on its own, even when the user is offline. The app is built on Claude Opus 5.5…
Recoverability and Verifier Strength: Two Measured Preconditions for Unattended Agent Self-Improvement
arXiv:2610.27465v1 Announce Type: new Abstract: Agent platforms are starting to improve their own agents: they read a deployed agent’s execution traces,…
AI News Brief Hourly Summary 2026-10-22 11h : 15 posts
15 posts published in the last hour 08:35KPHarness: Co-Evolving Knowledge and Probing for Long-Horizon Gaming Harnesses 08:35Unified Sharp Bounds on Probabilities of Causation 08:34ProMemAgent: Long-Horizon Proactive Assistance with Context-Aware Prospective Memory from Sensory Perceptions 08:34More Memory, Worse Agents: Error Reproduction…
KPHarness: Co-Evolving Knowledge and Probing for Long-Horizon Gaming Harnesses
arXiv:2610.27417v1 Announce Type: new Abstract: A failed gaming trajectory reveals that an agent needs intervention, but not necessarily how its execution…
Unified Sharp Bounds on Probabilities of Causation
arXiv:2610.27398v1 Announce Type: new Abstract: Probabilities of causation (PoCs) have developed steadily, from the binary measures first introduced by…
ProMemAgent: Long-Horizon Proactive Assistance with Context-Aware Prospective Memory from Sensory Perceptions
arXiv:2610.27400v1 Announce Type: new Abstract: Large language model (LLM) agents are moving beyond reactive responses toward proactive assistance that…
More Memory, Worse Agents: Error Reproduction and Anti-Persistence in LLM Agents
arXiv:2610.27406v1 Announce Type: new Abstract: LLM agents can improve across tasks without updating model parameters by storing experience from their own…
Claude Science tackles deadly scorpion stings by designing protein binders from scratch
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
This post has no text preview — click the link below to read the original article. This article has been indexed from Hugging Face – Blog Read the original article: Ensemble forecasting with IBM Granite time-series models