#AI Safety

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...

Paper Review - “Experience Compression” and Safe Operation of LLM Agents

Organizes, based on three recent arXiv papers on LLM agents, the framework for compressing experience to enable long-term execution, as well as emerging trends in safety evaluation and verification...

Paper Review: Deepening AI in Physics and Medicine, and Unraveling LLM Behavior

Review of 3 papers: AI's law discovery in physics, multimodal foundation models for medical AI, and LLM 'tool overuse'. AI advances scientific discovery and clinical prediction, raising new challen...

AI Tech Daily April 24, 2026

AI companies accelerate investment in compute resources, safe operations, and agent implementations. Anthropic secures large-scale TPU capacity with Google/Broadcom; OpenAI emphasizes operator adop...

Paper Review - Accelerating Scientific Discovery with AI and Deepening Agent Technology

From recent papers (April 18-20, 2026), this article covers reasoning models for scientific research, methods to enhance LLM reasoning, and safety evaluation for AI reliability.

Paper Review - Safety, Evaluation, and Efficiency in the Age of Generative AI

As of 2026-04-17, we surveyed three recently published AI papers. Focusing on safety evaluation, improved inference performance, and the design of training and institutions, we explain the importan...

Paper Review — AI Safety and Attack Robustness in the Age of Agents

As of 2026-04-15, we carefully selected three of the most recent related papers (agent attacks, positioning, and evaluation frameworks). Focused on threat models and experimental design for defense...