Articles

Extended Daily 2026-06-02 - Accelerating Agentization and Reliability Design

In robotics, task graphing that anticipates failure is advancing, and in fields from education to organizations to computational society, “decision-making and operations” are the focus. A cross-sec...

Paper Review — Safety Control in the Long-Context and Agentic Era

Reviewing three papers published from 2026-05-12 to 2026-05-26, reframing safety in long-context reasoning and agent execution in terms of controllability, inference-time intervention, and theoreti...

Extended Paper Review — How “New Data” Makes You Stronger, from Robotics to Drug Discovery AI

Cross-disciplinary解説 of 5+ new papers from 2026-05-31 to 2026-06-01, spanning robotics, drug discovery AI, and computational social science. Focus on “data adaptation” and “evaluation design.”

Community Trends - Coding Agents × Observability × Safety

As of 2026-06-01, coding agents are the main battleground. Observability is getting a boost from ongoing OpenTelemetry Collector updates, and AI/LLM code safety measures are also a hot topic.

AI Tech Daily 2026-06-01

OpenAI updates its plan to end ChatGPT availability for o3/GPT-4.5. Anthropic expands Claude Opus 4.8, improving agent execution efficiency. NVIDIA advances Vera-family CPUs for agent computing, ac...

AI Tech Daily 2026年05月31日

Anthropic announced Claude Opus 4.8, strengthening effort control and Claude Code’s dynamic workflows. OpenAI updated its information and transparency measures for elections. AI agents/safety measu...

Extended Daily May 31, 2026 - Autonomy × Measurement × Risk Management Proceeding in Parallel

Autonomous agents advance drone implementation, while space sees orbit demonstrations for Earth observation AI. In finance, AI may accelerate cyberattacks, making control urgent from a financial st...

AI Tech Daily May 30, 2026

Anthropic accelerates Claude expansion with a $65B funding round. OpenAI provides real-time voice models via API, pushing agentic adoption. Google strengthens Gemini’s actionability at I/O 2026.

Extended Daily 2026-05-30 - Acceleration of Agentization and Real-Time Implementation

Progress is being made in “implementation-oriented AI” across robotics, cyber, and space. Safe operations of autonomous agents, threat assessment of data supply chains, and the next stage of satell...

Paper Review - Long-Context, Agent, and Robustness

Cross-sectional explanations of limits of long-context models (Impossibility Triangle), learning CLI agents (Structured Action Credit), robust learning theory (Gaussian Marginals), and one-step dif...

Extended Paper Review - AI Agent Safety and Execution Reliability

An overview focused on a new proposal to restructure safe-running AI agents using typed execution models and safety primitives. It also covers surrounding elements such as parallel optimization and...

Community Trends — Generative AI × Secure SDLC and Supply Chain Defenses

While Claude Code and agent-based tools are accelerating, supply-chain and vulnerability mitigation on GitHub/crates/web frameworks is heating up. OpenAI Daybreak and updates to Next.js/Rust/Go als...