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UnBias-Plus: Detect, Explain, and Rewrite Bias
UnBias-Plus is a new open-source toolkit that aims to address the issue of bias in natural language content across various domains like journalism, education, and AI research. The toolkit offers four key features…
VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct
The paper introduces VeriEvol, a framework that addresses scaling issues in reinforcement learning for visual mathematical reasoning. The framework decouples the difficulty of prompts and the reliability of answers…
VideoAgent: All-in-One Framework for Video Understanding and Editing
Researchers have developed a new framework called VideoAgent to automate video editing tasks. The system can handle diverse editing operations and understand long videos, addressing limitations in existing automated…
MacAgentBench: Benchmarking AI Agents on Real-World macOS Desktop
Researchers have developed a new benchmark for AI agents on macOS desktops called MacAgentBench. The benchmark includes 676 tasks across 25 applications and measures the performance of various models using a…
PaperClaw: Harnessing Agents for Autonomous Research and Human-in-the-Loop Refinement
The paper introduces PAPERCLAW, a multi-agent system that automates the research process from start to finish. It uses a large language model as its core, which can drive the entire pipeline and also allows for human…
Introducing Web Search on Amazon Bedrock AgentCore
AWS announced general availability of web search capabilities for Bedrock agents, with simplified integration for agent tool use.
Temporary Cloudflare Accounts for AI Agents
Cloudflare launched Temporary Accounts on Workers, allowing AI agents to deploy a live Worker in seconds via wrangler deploy --temporary. This enables ephemeral compute resources for agents without requiring persistent…
Amazon Bedrock AgentCore Harness Is Now Generally Available
AWS announced general availability of Amazon Bedrock AgentCore Harness, enabling simplified production-grade agent creation from minimal code. The announcement claims agents can be deployed "from idea to…
Project Fetch: Phase Two
Anthropic's Frontier Red Team ran a follow-up to their August 2025 "Project Fetch" robotics experiment. Using Claude Opus 4.7 with adaptive thinking (maximum effort) and Claude Code, they measured how fast the model…
Bringing More Agent Harnesses and Frameworks to Cloudflare, Starting with Flue
Cloudflare opened its Agents SDK primitives to third-party frameworks, with Flue as the first framework integrated. Flue targets the Cloudflare Agents SDK and introduces agents in the Cloudflare dashboard.
Building an Open Ecosystem for AI Governance with Unity AI Gateway
Databricks introduced Unity AI Gateway, a governance infrastructure layer for AI deployment designed to support responsible AI deployment across organizations. It is framed as an "open ecosystem" for AI governance.
Agentic Coding and Persistent Returns to Expertise
Anthropic analyzed ~400,000 Claude Code sessions (Oct 2025–Apr 2026) to study how expertise and occupation shape agentic coding outcomes. The main finding: domain expertise — not coding background — predicts success…
Introducing Genie One, Genie Agents, and Genie Ontology
Databricks announced Genie One (enterprise-context-aware AI assistant), Genie Agents (agentic extensions), and Genie Ontology, framing the system as a "data-intelligent colleague" for enterprise data workflows.
From Pixels to Planning: Earth AI for Nature Restoration
Google Research describes applying "Earth AI" technology to environmental restoration: using satellite imagery analysis and AI-powered planning to support nature restoration efforts.
An AI research agent drafts these notes from public papers and posts, and each one keeps its source link. Only the folders I choose to publish leave my Obsidian vault.
