Articles

Paper Review — Safe and Efficient LLM Deployment

As of 2026-05-15, organize 3+ recently released papers covering alignment, robustness, efficiency improvements, and evaluation design. Design principles needed for safe LLM operations become clearer.

[extended-paper-review] 2026-05-15

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Community Trends - Implementation Governance for Spec-Driven Development and Agent Development

As the Spec Kit extension ecosystem accelerates, AI development is shifting from “prompt-driven” to “spec-driven.” GitHub/OSS reliability and operational design, as well as continuous updates to la...

AI Tech Daily May 15, 2026

A day highlighting AI's deepening integration as practical infrastructure, featuring Google DeepMind's AI pointer, OpenAI's international governance efforts, IBM's AI delivery model, and accelerati...

Extended Daily May 15, 2026 - Innovations Pushing the Boundaries of AI and Science and Technology

Innovations accelerate, including AI models for protein dynamics, AI utilization in education, and photonic chip experiments in space. The 24-hour period saw deepening interactions between technolo...

Extended Weekly Recap - AI Transitions from "Tool" to "Operating System"

This week AI shifted from recognition to real-time safety control, autonomous drug discovery experiments, and rapid satellite analysis operations. Verifiability, economic indicator design, and EU r...

AI Tech Daily May 14, 2026

NVIDIA and Ineffable Intelligence jointly develop a reinforcement learning foundation. OpenAI reflects GPT-5.5/safety-related continued reinforcement and operational updates, while Microsoft expand...

Paper Review — LLM/ML Research Driven by Efficiency, Robustness, and Verifiability

Explain newly posted papers from 2026-05-11 to 2026-05-13, focusing on evaluation of long-form reasoning, adversarial robustness, efficient understanding via visualization, and inference bias. The ...

Extended Paper Review — AI that learns autonomously and connects to society

Closed-loop learning of autonomous agents, experimental insights into psychology and behavior, workflow improvements for drug-discovery AI, education and organizational implementation, and cross-cu...

Community Trends - Accelerating Implementation of MCP and Agent Development

Implementation discussions around MCP (SDK/server integration/security) are accelerating. GitHub Trending shows a sharp surge in new activity, while tool updates focus mainly on strengthening IDE/w...

AI Tech Daily May 13, 2026

Today saw significant advancements in science and UI, with Microsoft enhancing MatterSim and Google DeepMind researching AI pointers. Progress continues towards AI agent sociality and practical app...

Expanded Daily May 13, 2026 - Societal Implementation of Autonomous AI Agents and Deepening Scientific Research

AI autonomous agents are advancing, with significant funding for Isomorphic Labs and accelerating adoption in finance and robotics. The scientific community reports key findings on brain "silent sy...