Technology & AI
MIT preprint: fluid search cuts autonomous AI research cost
An MIT-linked arXiv preprint argues autonomous research systems are graded on final results but ignore how much compute they burn getting there, and
OpenAI
OpenAI news explained — GPT model releases, pricing, safety reports and the business decisions behind them, and what each one means for people who use the tools at work.
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Technology & AI
Active Directory security thesis rethinks defence with decoys
An arXiv thesis from Adelaide proposes decoy placement and admin feedback loops for AD security, but admits the underlying maths is intractable.
Technology & AI
AI reasoning models fail from self-doubt, not capability gaps
New arXiv study finds reasoning models fail tasks they can solve due to premature self-doubt. The fix may not require bigger, more expensive models.
Technology & AI
ISPCloak fools deepfake detectors by faking camera noise
ISPCloak projects AI images through a simulated camera pipeline, imprinting sensor noise that deepfake detectors cannot tell from genuine photographs.
Technology & AI
OpenAI research: ChatGPT users take on tasks across roles
OpenAI's latest research says ChatGPT users are taking on tasks across roles, reshaping job boundaries. Here's what that means for workers.
Technology & AI
MAR-12 AI detects harmful humor in memes at 80.3% accuracy
New arXiv framework uses twelve reasoning angles to separate jokes from hate in memes, hitting 80.3% humor and 75.9% hate detection on two benchmarks.
Technology & AI
LLMs hold stable risk attitudes across tasks, study finds
Six LLMs tested across navigation, triage and finance tasks showed stable risk preferences, a hidden trait anyone deploying AI agents needs to understand.
Technology & AI
Text-to-video jailbreak gains 18.6% over closest rival
BSB jailbreak tricks text-to-video models like Veo and Sora by hiding harmful intent between two safe frames, beating rivals by 18.6% in attack success.
Technology & AI
OpenAI launches ChatGPT small business program
OpenAI's new ChatGPT for Small Businesses program aims to help entrepreneurs build AI skills and automate daily work, but key details are missing.
Technology & AI
AI safety thresholds: preprint proposes common frontier standard
A July 2026 preprint proposes harmonizing the capability thresholds frontier AI labs publish, which differ so much that no one can verify them.
Technology & AI
OpenAI reports failures in long-running AI models
OpenAI's July 2026 safety post details new risks in long-horizon AI models and iterative safeguards, relevant to any business deploying autonomous agents.
Technology & AI
Qubes OS: 80% of security advisories trace to upstream code
An arXiv preprint analysing 14 years of Qubes Security Bulletins finds most flaws originate in Xen and CPU components, not Qubes itself.