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arxiv.org · 2026-11-02 · Ranked: agent + evaluation match · research watch · fresh 0.92 · score 3.55

WebHarbor: Docking Real Websites for Evolving GUI Agent Environments

GUI web agents require realistic and interactive environments that remain stable during both evaluation and training. Live website evaluation suffers from changing content, access restrictions, and limited coverage of... Context & related coverage →

latent.space · 2026-11-03 · Ranked: agent match · practitioner analysis · fresh 0.97 · score 3.13

[AINews] LLMs can read & write neural network weights: "Weight Space Programming" cuts Autoresearch out of the RSI loop

Editing Qwen’s weights to reduce reasoning loops, DeepSeek’s super-agent prototype, and the GDPx benchmark. Context & related coverage →

arxiv.org · 2026-11-02 · Ranked: agent + harness match · research watch · fresh 0.89 · score 3.09

CoworkOS:Scaling Agent Coworkers for Real-world Automation

Rapid advances in cowork agents are shifting human-AI collaboration toward real-world automation, delivering software, designs, and other artifacts. However, such productivity work demands both high-quality delivery o... Context & related coverage →

adagasolutions.lu · 2026-11-03 · Ranked: agent match · community signal · fresh 0.98 · score 2.92 · Context

Pay-per-use APIs for AI agents

arxiv.org · 2026-11-02 · Ranked: agent + harness match · research watch · fresh 0.86 · score 2.90

GeoGuesser Bench: Benchmarking Vision-Language Agents on Interactive Geolocation

Vision-language model (VLM) agents that act in the open world need two abilities: world knowledge to interpret what they see, and exploration to find what they cannot yet see. We study how agents combine the two throu... Context & related coverage →

arxiv.org · 2026-11-02 · Ranked: agentic match · research watch · fresh 0.90 · score 2.89

The SIMPLE Law for Energy Cost of LLM Inference

Generative AI is billed per token, yet tokens are not equally expensive. Each token enters the KV-cache and raises the cost of those that follow, so energy grows non-linearly along a sequence whose tokens look identic... Context & related coverage →

arxiv.org · 2026-11-02 · Ranked: agentic match · research watch · fresh 0.91 · score 2.89

MCP Tool Poisoning in Agentic AI Frameworks: A Cross-Framework Measurement Study

The Model Context Protocol (MCP) lets agentic AI frameworks connect language models to external tool providers, but it carries attacker-controlled content (tool descriptions, schema fields, and response data) into mod... Context & related coverage →

anthropic.com · 2026-11-03 · Ranked: community signal · fresh 0.97 · score 2.76 · Context

Progress on provable inference for large language models

projectzero.google · 2026-11-03 · Ranked: community signal · fresh 1.00 · score 2.74 · Context

Fuzzers vs. AI: Comparing Fuzzilli and BigSleep on JavaScript Engines

cloud.google.com · 2026-11-02 · Ranked: agentic + harness match · cloud platform update · fresh 0.79 · score 2.52

What Google Cloud announced in AI this month

Editor’s note : Want to keep up with the latest from Google Cloud? Check back here for a monthly recap of our latest updates, announcements, resources, events, learning opportunities, and more. This October, we took m... Context & related coverage →

openai.com · 2026-11-02 · Ranked: frontier engineering · fresh 0.91 · score 1.43

Rewarding defenders with bigger bug bounties

OpenAI is raising Security Bug Bounty rewards and introducing report quality, loyalty, and priority campaign bonuses for independent security researchers. Context & related coverage →

newsletter.semianalysis.com · 2026-11-02 · Ranked: practitioner analysis · fresh 0.75 · score 1.29

GDPx: Measuring Frontier Model Capabilities Across the Most Valuable Domains

A frontier benchmark spanning RSI, hardware design, cyber, bio, finance, legal, quant trading, chip design, software engineering, materials science, and alignment Context & related coverage →