Autonomous vehicle AI poisoning defence uses digital twins
New arXiv preprint proposes a twin-aware framework to protect federated reinforcement learning in self-driving cars from malicious parameter injection.
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New arXiv preprint proposes a twin-aware framework to protect federated reinforcement learning in self-driving cars from malicious parameter injection.
A new preprint proposes a semantic firewall for persistent AI agents, blocking most attacks with under 0.7 seconds overhead — but it's not peer-reviewed yet.
ProjAgent adds a new retrieval signal that finds code doing the same job under different names, hitting 41.14% Pass@1 on the REPOCOD benchmark for repository-le
A July 2026 preprint finds models compressed to lower precision diverge in which questions they get right, even when overall accuracy holds steady — exposing a
A new arXiv preprint called SLORR adds under 1% training overhead in LLM pretraining while making models more compressible, without SVDs or architecture changes
OpenAI's new ChatGPT Work agent promises to turn goals into finished work by acting across your apps and files for hours — but key details remain undisclosed.
OpenAI's GPT-5.6 is now the preferred model powering Microsoft 365 Copilot across Word, Excel and PowerPoint, affecting millions of daily office users worldwide
OpenAI's GPT-5.5 Bio Bug Bounty invites researchers to test universal jailbreaks for biological risks in a model built for autonomous, multi-tool work.
OpenAI's GPT-5.6 launches a three-model lineup — Sol, Terra and Luna — promising token efficiency and frontend gains, but with no independent benchmarks yet.
ABS building approvals data for May 2026 shows total dwellings down 1.1% but private houses up 2.8% — a widening split between houses and units that reshapes wh
Wages growth held at 3.3% through the year to March 2026, ABS data confirms, while new home loans fell 6.2% — what it means for borrowers, renters and the RBA.
Stronger privacy cuts AI generalisation error in high-noise regimes, yet the robustness-privacy tension returns when noise is low, according to new arXiv prepri