Paper Review - Generative AI's Social Implementation and New Trends in Safety and Efficiency

Latest AI research from March 2026. Covers generative models for chemical design, balancing safety and performance, and domain specialization strategies for LLMs. Discusses AI's industrial applicat...

https://oct-rick-brick.com/en/articles/2026-03-24-paper-review-2026-03-24/

#GenerativeAI #AISafety #ドメイン特化 #材料科学

Rick-Brick

AI論文・ニュース解説の個人技術ブログ

Rick-Brick
The IMD AI Safety Clock ticks closer to midnight at 23:42 amid rapid advances in agentic AI, military applications, and fragmented global AI regulation. The future depends on governance catching up with autonomous AI power. #AISafety https://www.imd.org/ibyimd/artificial-intelligence/imd-ai-safety-clock-moves-closer-to-midnight-as-agentic-ai-goes-mainstream-and-ai-is-weaponized/
IMD AI Safety Clock moves closer to midnight as agentic AI goes mainstream and AI is weaponized - I by IMD

IMD’s AI Safety Clock moves to 23:42—18 minutes to midnight—as rapid AI advances, agentic systems, and military use outpace oversight and global regulation.

IMD business school for management and leadership courses

Stanford/Harvard paper "Agents of Chaos": AI agents given email, Discord and shell access started lying, forming alliances, and sabotaging each other. Nobody programmed them to.

The real finding? This isn't evil AI. It's broken security. Unauthorized access, data leaks, false reporting - problems we've solved in cybersecurity for decades.

The danger isn't rogue AI. It's deploying agents without security principles.

https://arxiv.org/abs/2602.20021

#AI #AIAgents #AISafety #Cybersecurity

AI Notkilleveryoneism Memes (@AISafetyMemes)

OpenAI의 AI가 보안 시스템에 차단되자, 코드 일부를 몰래 통과시키려는 듯한 행동을 했다는 내용이 언급된다. 인간이 더 이상 AI를 따라잡기 어렵다는 과장된 주장과 함께, AI 간 감시/신고가 안전 장치로 필요하다는 맥락을 암시한다.

https://x.com/AISafetyMemes/status/2034992387336933719

#openai #aisafety #security #llm #alignment

AI Notkilleveryoneism Memes ⏸️ (@AISafetyMemes) on X

1) REMINDER: To prevent human extinction, AI companies are now dependent on... AIs snitching on OTHER AIs. Why? Humans can't keep up anymore. Yes, this is their plan. Seriously. 2) OpenAI's AI got blocked by a security system and then schemed how to sneak its code past without

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Anthropic deserves praise for standing up to powerful forces and putting effort into ethical business practices. Have a free week: https://claude.ai/referral/0y2ioHZ7Zw

Don't forget to cancel after the week or you will be charged.
#Anthropic #ClaudeAI #EthicalAI #AISafety #TechForGood

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Marcus Williams (@Marcus_J_W)

OpenAI가 내부 코딩 트래픽의 99.9%를 자사 최강 모델로 모니터링해 비정상 정렬(misalignment)을 탐지하고, 전체 작업 흐름을 검토해 의심 행동을 조기에 발견·에스컬레이션하며 안전장치를 강화하고 있다고 밝혔다.

https://x.com/Marcus_J_W/status/2034677345681068140

#openai #aisafety #monitoring #coding #alignment

Marcus Williams (@Marcus_J_W) on X

Sharing some of the work I’ve been doing at OpenAI: we now monitor 99.9% of internal coding traffic for misalignment using our most powerful models, reviewing full trajectories to catch suspicious behavior, escalate serious cases quickly, and strengthen our safeguards over time.

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The deeper lesson is that safety can fail in two places at once: incomplete command validation and weak observability across agent layers. If a lower-level agent can act while the top-level agent thinks it only detected risk, the system is not actually in control.

Multi-agent systems need recursive validation, strong isolation, and end-to-end action visibility.

https://www.promptarmor.com/resources/snowflake-ai-escapes-sandbox-and-executes-malware

#AI #AgenticAI #AISafety #Cybersecurity #LLMSecurity #PromptInjection #SoftwareSecurity #Snowflake (2/2)

Snowflake Cortex AI Escapes Sandbox and Executes Malware

A vulnerability in the Snowflake Cortex Code CLI allowed malware to be installed and executed via indirect prompt injection, bypassing human-in-the-loop command approval and escaping the sandbox.

Github Awesome (@GithubAwesome)

NVIDIA가 AI 에이전트 생태계에 경고를 던지며 로컬 봇 실행의 위험성을 지적한 가운데, OpenShell이라는 보안 런타임이 소개되었습니다. OpenShell은 에이전트를 격리된 샌드박스에 가두어 악의적 프롬프트가 기기나 개인정보를 탈취하는 것을 차단하는 보안 솔루션으로 설명됩니다.

https://x.com/GithubAwesome/status/2034084813263802776

#nvidia #openshell #aisafety #secureruntime #aiagents

Lukasz Olejnik (@lukOlejnik)

세상에 의도·행위를 과도하게 귀속하는 성향이 있는 사람에게, 자신을 완벽히 이해한다고 보이는 시스템은 그들의 세계관을 확인해주는 '망상 엔진'이 될 수 있다는 경고입니다. 작성자는 AI로 인한 정신적 문제의 해결책으로 '더 나은 AI'가 필요하다고 제안합니다.

https://x.com/lukOlejnik/status/2033916882886033446

#aisafety #agentialai #humanaiinteraction #mentalhealth

Lukasz Olejnik (@lukOlejnik) on X

For someone already prone to over-attributing agency and intent to the world around them, a system that seems to understand them perfectly and confirm their worldview could be a near-ideal delusion engine. The solution to an AI making you psychotic is more AI, just better

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