AI Agents news and analysis on Web Pulse: 49187 curated articles tracking the latest AI Agents developments, tools, and research, updated continuously from vetted sources.
A study of 49 writer-grader model pairs across seven models from Anthropic, OpenAI, Google, DeepSeek and Z.AI found average scores on end-to-end data science projects rose from 59 per cent to 76 per cent after three roun…
VirtualTrialHarness (VTHarness), an agent framework that coordinates virtual-trial operationalization by selecting reusable procedural skills for each workflow stage and enforcing explicit contracts across stages, produc…
A new arXiv paper (2611.05586v1) proposes three Sybil-resistant rating algorithms for agentic marketplaces, deriving provider ratings from existing onchain payment histories rather than human curation, identity credentia…
A new arXiv paper (2611.05632v1) presents Assurance-Conditioned Continuous Authorization (ACCA), a harness-independent approach for maintaining operational authority over autonomous AI agents based on currently justified…
A single RIDGE agent trained with state-conditioned reward blending acquired both branches of Crafter's wood-tier crafting/combat split, a joint outcome no fixed-persona baseline achieved, according to an arXiv paper (26…
A study posted as arXiv:2611.06116v1 found that the harness around a fixed open-weight language model can swing its compliance with banking conduct rules by as much as 11.5 percentage points, enough to move one model fro…
A study posted as arXiv:2611.06545v1 found that LLM agents' self-written handoff summaries sometimes assert permissions or requirements the underlying record does not support, and that neutralizing false approvals cut un…
A new benchmark, TASC (Temporal Action Safety in Conversation), finds that across 13 large language model assistants, models account for time-dependent constraints in only 30.5% of cases where a proposed action violates …
OpenAI announced general availability of its GPT-Live outbound telephony API on November 4, 2026, letting developers have GPT-Live voice agents dial real phone numbers through SIP trunk providers including Telnyx, Twilio…
Joe Security, the Swiss malware-analysis firm founded in 2011, launched Adaptive Detonation, a feature in its Joe Sandbox AI plugin for Joe Sandbox Cloud that uses AI agents to identify why a sample stays inactive and ap…
Ramp Labs' published security-scanning data shows Kimi K2.6 finds 4.06 of 7 high-severity bugs on average versus 3.64 for GPT-5.5 when each GPT-5.5 try is priced as five Kimi tries, even though GPT-5.5 detects 52.0% of b…
A cost analysis comparing agentic and generative AI workloads found that one-shot generative calls are the cheapest way to produce a given amount of text, while agent loops re-read context at every step and can cost many…
A drilling engineer built an air-gapped edge intelligence stack that runs deterministic physics filters and quantized small language models (7B or 3B, via Ollama or llama.cpp) directly on rig-site hardware to triage WITS…
A developer built a benchmark comparing two open-source document-extraction memory libraries against a plain LLM baseline on 120 synthetic invoices and forms using Claude Haiku 4.5 on Amazon Bedrock. Spatial memory cut L…
Kagi's official MCP server (kagi_search_fetch) is returning domains a user has blocked in Personalized Results, in both the "search" and "news" workflows, despite Search API documentation stating account personalization …
Anthropic shipped Message Threads in public beta on November 2, moving multi-turn conversation state to its servers so Claude API callers send only new messages after an initial full-context request, which Anthropic meas…
Rack Community released a self-hosted AI lab for a single Linux box, built on Node 24 and Python 3, that runs a durable job queue with memory admission control so jobs cannot overload the machine. The admission script ad…
In a controlled test by creator Medin, Anthropic's Claude completed all 12 feature tickets for a Northstar game in about 14 hours, while OpenAI's model finished 11 tickets in roughly 28 hours and Kimi completed only 5 ti…
MCP Inspector 2.14.0, timestamped 23:55:33 UTC on November 4, fixes three privately reported vulnerabilities against v2, including GHSA-2fw8-7jmw-r937, which also affects the deprecated v1 line and is fixed there in v1.0…
Researchers introduced PyRUA-DataFarm, a system in which an LLM coding agent acts as a cost-efficient teleoperator to collect real-ready robot demonstration data, aiming to replace the default human teleoperation pipelin…