#AI Safety

Paper Review — An Era Where Safety and Security Come First

As generative models/LLMs are used in the real world, the “evaluation design” for safety and security becomes dominant. A cross-review of fresh papers on DESPITE, MAGIC, Claudini, and the limits of...

Paper Review - Latest Evaluation Designs Connecting Scheduling and Safety

Three new papers published in 2026-05〜06 on safety evaluation, agent behavior, and the limitations of long-form models. A shared theme is that realistic validation design strongly affects risk esti...

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...

AI Tech Daily May 29, 2026

Funding, safety, and social implementation are moving in parallel. Anthropic announces a massive Series H raise, OpenAI strengthens election information and AI transparency, and NVIDIA continues bu...

Paper Review - AI's Continual Learning and Reasoning Evolution, and Positive Alignment

Review of 3 notable papers as of May 22, 2026. Features 'Fast-Slow Training' for LLM continual learning, 'Positive Alignment' as a new trend, and 'MOOD' for improving LLM out-of-distribution detect...

Paper Review: New Challenges for AI Adaptability and Safety

Review of 3 papers from May 2026 on continual learning, AI safety, and inference efficiency. Covers adaptive intelligence, behavioral changes during evaluation, and inference optimization for AI ad...

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 ...

Paper Review — “Evaluation and Safety” of Synthetic Data and Inference

A cross-review of at least three new papers focused on synthetic data generation, inference evaluation, and safety that drew attention in the most recent week as of 2026-05-11.

Paper Review - Optimizing Autonomy and Computational Efficiency of AI Agents

This article reviews recent AI research from early May 2026, focusing on autonomous agent execution, tokenization for computational efficiency, and privacy risks via web ads.

Paper Review — Latest Trends in the “Harden­ing” and “Evaluation” of Generative AI

A cross-review of four recently released papers. Organized around robust evaluation design, training that accounts for adversarial conditions and uncertainty, agent safety verification, and model i...

Extended Paper Review - From Robotics to Drug Discovery: A New Wave of “Robustness”

As of 2026-05-01, this cross-cutting overview explains common trends across newly posted papers from the past few days to a week, including robustness in robotics, scientific verification, semantic...

AI Tech Daily April 30, 2026

OpenAI advances GPT-5.5 expansion while pushing ChatGPT’s deployment for healthcare and FedRAMP authorization. Anthropic secures up to 5GW of compute via AWS partnerships, with contractual progress...