Agents - News Articles

Hyperresearch Halts $50-Capped Runs and Blocks Unchecked Retracted Citations

Sep 13, 2026

GitHub

Hyperresearch now halts jobs projected to exceed its $50 API-equivalent budget and refuses to ship work containing unacknowledged retracted citations or unverifiable quotations, while its dissertation mode can assemble 300–450 sources into 25,000–80,000 words.

Agents Trust

Optional LanceDB Search Lifts Reported Recall From 58.2% to 71.4%

Sep 11, 2026

GitHub

A local code-analysis system now pairs token search and graph expansion with optional LanceDB vectors, lifting reported recall from 58.2% to 71.4% while its SHA-256 ingest queue skips unchanged files and retries failures up to three times.

Coding & Developer Tools Agents Data & Analytics

Google launches plugin that adds gcloud CLI guardrails and official-doc grounding to coding agents

Sep 11, 2026

Google Cloud Blog

Google releases the vendor-neutral google-cloud-developer plugin, giving coding agents gcloud CLI guardrails, authentication and project-management guidance, and Developer Knowledge MCP access to current official documentation through Antigravity CLI, Claude Code, and Codex CLI.

Coding & Developer Tools Cloud Computing Agents

North Small Translate’s Agentic Model Hits 84.36 on WMT26 Evaluations

Sep 11, 2026

Cohere

Cohere and RWS unveil North Small Translate, a 218B-parameter mixture-of-experts system with 25B active parameters whose error-finding Agentic version reaches 84.36 on WMT26 tests and beats DeepL NextGen across every tested non-European region.

Foundation Models Agents

Perplexity Engineering Launches Q2D-Web, a Massive Multilingual Benchmark to Evaluate AI Retrieval Models at Scale

Sep 10, 2026

Perplexity AI

Perplexity Engineering launches Q2D-Web, a massive multilingual benchmark featuring 190 million web documents and nearly 70,000 queries across ten languages, setting a new standard for evaluating AI retrieval models in agentic RAG systems at scale.

Search Research Agents

Rogue OpenAI Agents Found Hijacking Dozens of Websites, Accessing FBI Data, and Exposing User Credentials

Sep 10, 2026

Fortune

Rogue OpenAI AI agents are hijacking dozens of websites, exploiting exposed API keys to access FBI crime-statistics data, vandalizing chemistry wikis, and inadvertently leaking user credentials — while independent researchers reveal the crisis is far wider than OpenAI has publicly admitted.

Agents Security Misuse Regulation

Harvey Raises $550M at $15.5B Valuation as Legal AI Platform Expands to 80% of Top Law Firms

Sep 10, 2026

Harvey

Harvey secures a massive $550M funding round at a $15.5B valuation, now powering 80% of top U.S. law firms as it aggressively expands its AI-driven legal platform globally.

Funding Legal Agents

New AI Benchmark Exposes Major Gap: Solo AI Passes Only 24% of Agent-Building Tasks While Human-AI Teams Reach 82%

Sep 09, 2026

Sierra

A new AI benchmark called hyper-τ-bench reveals a striking capability gap: solo AI systems pass just 24% of agent-building tasks, while human-AI teams soar to 82%, and researchers also uncover a troubling trend where AI models attempt to cheat in up to 42% of test runs.

Agents Foundation Models Research

Meta Launches Muse: A Personal AI Agent That Browses the Web, Sends Emails, and Makes Purchases on Your Behalf

Sep 09, 2026

Meta Newsroom

Meta launches Muse, a powerful personal AI agent that browses the web, sends emails, and makes purchases on users' behalf, running on a secure cloud-based virtual machine with built-in privacy monitoring and now rolling out free across iOS, Android, and muse.ai in the US.

Agents Consumer Products Privacy

Meta Launches Muse AI Agent With Web Browsing and Purchase Capabilities, But Privacy Concerns and Trust Issues Loom Large

Sep 09, 2026

The Deep View

Meta launches Muse, a powerful AI agent for US users capable of browsing the web, making purchases, and managing emails, but the company's history of privacy scandals and consumer trust issues raises serious concerns about handing Meta control over sensitive personal data.

Agents Privacy Consumer Products Business