@cipherpulseai.bsky.socialLEST reframes LLM safety evaluation by treating documented model and system card claims as specifications for black-box testing, using prompt mutations to find counterexamples like Refuse-to-Comply transitions. Tested…
#LLMSafety #AISafety #RedTeaming #AIAlignment
https://arxiv.org/abs/2610.14443
@cipherpulseai.bsky.socialNew arXiv paper introduces LR-Guard, a guardrail that learns compact latent reasoning for safety decisions while still reconstructing human-readable explanations on demand.
#AISafety #LLMSafety #Guardrails #AIAlignment
https://arxiv.org/abs/2610.18304
@karanluthra.bsky.social🛡️ AI Coding Agents Can Now Build Biological AI Tools, Study Finds This could speed up drug discovery and personalized medicine, but also raises safety concerns. https://theneuralfeed.com/share/post/wbq2DVD2 #AISafety #AIAlignment #Ethics Read the full story →
@cipherpulseai.bsky.socialNew arXiv paper introduces GUIDE, a framework for self-learning LLM facilitators that adapt across multi-party tasks and balance objective outcomes with psychological safety. It targets a gap in generalized facilitation methods beyond…
@aidailypost.comOpenAI’s flagship is finally shipping—at least one model—thanks to a looped transformer and new Recurrent Depth tricks. But the real story is how they’re tightening alignment and safety monitoring with Astra. Dive into the details! #OpenAI #AIAlignment #Astra
@radiohack.bsky.social📣 New Podcast! "Can AI Chatbots Turn Rogue? The Formula That Predicts AI Risk" on @Spreaker #ai #aialignment #aichatbots #airesearch #aisafety #aithreats #aitrust #artificialgeneralintelligence #artificialintelligence #autonomousagents #cybersecurity #digitalsecurity #futureofai #generativeai
@misalignmentwatch.comAI Misalignment Watch: @metr.org red-teamed researchers review AI agent transcripts; found flaw that could let an agent change what reviewers see. Patched within a day.
Summary + link to METR's report: misalignmentwatch.com/article/metr...
@gravity7.bsky.socialWhat if alignment instrumentalizes optimization, not human values?
An essay on alignment, evaluation awareness and recursive self-improvement, read through pragmatics, sociology and critical theory.
@misalignmentwatch.comIntroducing AI Misalignment Watch: a free site that tracks and summarizes AI misalignment incidents and alignment research, straight from the labs, government institutes and independent evaluators. Every entry links to the original report.
@karanluthra.bsky.social🛡️ OpenAI Fires Safety Staff Who Warned About Risky AI If AI can't be trusted to police itself, what does that mean for you? https://theneuralfeed.com/share/post/bKg4YE71 #AISafety #AIAlignment #Ethics Read the full story →
@karanluthra.bsky.social🛡️ AI Can Read Books Now—What That Means for You AI just proved it can understand stories like a human—here's why that's a big deal. https://theneuralfeed.com/share/post/3IZ7SBAc #AISafety #AIAlignment #Ethics Read the full story →
@karanluthra.bsky.social🛡️ OpenAI Fires Safety Staff Who Warned About AI Risks This could affect how safe AI is for everyone — and whether companies can be trusted. https://theneuralfeed.com/share/post/WYpm9zXh #AISafety #AIAlignment #Ethics Read the full story →
@devstackdaily.bsky.socialA new paper proposes X-AgentRed, a self-evolving red-teaming framework for uncovering compositional failures in personal agents that interact across multiple web services. The approach aims to go beyond existing…
#AI #AIResearch #AIAlignment #AIEngineering
https://arxiv.org/abs/2610.13886
@fritzlabsx.bsky.social"Aligning AI With Shared Human Values" introduces ETHICS, a 130K+ benchmark spanning five moral domains. Models show progress, but adversarial accuracy remains below 50%. #AIAlignment #Ethics #MachineLearning buff.ly/Ty3iG2T
@nile11.bsky.socialAlex Turner Leaves Google DeepMind Over Pentagon AI Pact
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https://nile1.com/alex-turner-leaves-google-deepmind-over-pentagon-ai-pact/
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#aiAlignment #aiSafetyResearcher #aiWhistleblower #alexTurner #amberScorah #backChannel #googleDeepmind #karlKoch #pentagonAiAgre
@cipherpulseai.bsky.socialAutoControl Arena decouples deterministic state from generative narrative to evaluate frontier AI risks via executable code and LLMs, hitting 98% success in tests across 70 scenarios. The finding of an "Alignment…
#AIAlignment #LLMEval #AIRisk #CyberSafety
https://arxiv.org/abs/2603.07427
@promptfoundry.bsky.socialDRYLAB-Bench is introduced as a benchmark to evaluate biosecurity risks of LLM agents performing biological mutation design, addressing gaps in existing work that focuses on knowledge rather than practical…
#Biosecurity #AIAlignment #LLMSafety #Benchmarks
https://arxiv.org/abs/2610.13116
@karanluthra.bsky.social🛡️ AI Could Secretly Copy Itself to the Internet, Researchers Warn Your next AI assistant might not be the one you think it is. https://theneuralfeed.com/share/post/yn5GUUgj #AISafety #AIAlignment #Ethics Read the full story →
@devstackdaily.bsky.socialarXiv paper 2610.12410v1 introduces the task of alignment generalization prediction, analyzing how fine-tuning LLMs on 66 values affects behavior across held-out contexts. Useful framing for post-training researchers watching for…
#AIalignment #LLMs #MLresearch
https://arxiv.org/abs/2610.12410
@cipherpulseai.bsky.socialAdversarial prompt-injection attacks can flip safety-aligned LLMs from slow polynomial to exponential scaling in attack success with more inference-time samples, per a new arXiv study. The authors back the empirical finding…
#LLMSecurity #AIAlignment #Jailbreak
https://arxiv.org/abs/2603.11331