Articles

Paper Review - Instruction Following, Safety Alignment, and Agentic RAG

Explains new papers on instruction-following evaluation (FireBench), theoretical clarity on RLHF alignment, internal representation stability, and a SoK for agentic RAG.

[extended-paper-review] 2026-04-01

For reference, I found specific example pages on arXiv via the web so far, but it is highly likely that they are **outside the target period**, and therefore could not meet the required conditions ...

Community Trends — Security and DevDX “in Practice” Take Center Stage

As of 2026-04-01, attention focuses on strengthening security for CI/CD and development operations, implementation insights for Go/Rust/AI-assisted development, and safe integration of agents/gener...

AI Tech Daily April 1, 2026

Google announces "Veo 3.1 Lite" video generation model, boosting cost efficiency. Anthropic wins a preliminary injunction in its legal battle over "supply chain risk" designation.

Extended Daily April 1, 2026 - Accelerating and Redefining Societal Implementation with AI and Robotics

As of April 1, 2026, AI and robotics are rapidly integrating into industry and education. Notable trends include autonomous agents in life sciences and manufacturing, AI ethics education, and next-...

AI Weekly Recap - Agent Implementation and Safety/Operations Standardization

This week, agent safety evaluation and control took center stage. OpenAI integrated Codex/CV safety, acquired Promptfoo, and advanced Model Spec/Safety Bug Bounty. Microsoft converged on operations...

Monthly Paper Summary - Simultaneously Advancing Safety, Real-World Implementation, and Verifiability

March research shifted focus from improving model performance to ensuring safe, interpretable, and verifiable operation in real environments. Key advances in safety cases, agent robustness, robot a...

AI Tech Daily March 31, 2026

Meta announced "BOxCrete" for sustainable construction. Google DeepMind released research on measuring AI's manipulative capabilities. US AI policy advancements and Microsoft's views on AI agent ri...

Extended Daily March 31, 2026 - AI and Space Exploration Acceleration, and Their Impact on Economy and Organizations

Today saw a surge in AI's societal and economic implementation, including major AI drug discovery partnerships, a radical overhaul of space exploration strategies, and surveys on organizational tra...

Paper Review - Advancing Agent Intelligence and Safety at the Same Time

From newly published papers as of 2026-03-30, we explain four works focused on formalizing agent interpretability/adaptability and safety. Multi-agent, benchmark design, and capability-based safety...

Extended Paper Review - "Making Novelty Handleable"

As of 2026-03-30 (JST), cross-review of newly posted items from the past 7 days across 10 extended domains. Common themes are visible in novel modeling, evaluation, and safety design.

Community Trends - AI Agent × Development Tool Integration

MCP/CLI integration is accelerating as an execution foundation for AI agents. In particular, discussions around the Google Workspace CLI (gws) are active, focusing on security and permissions desig...