Microsoft researchers say Lazarus can hide a trigger-based backdoor in fewer than 10 neurons while leaving tested model benchmarks largely intact.
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7 Neurons Can Turn AI Into A Sleeper: Microsoft’s Findings
A Desk They Can’t Escape: The Thrymvault Idea For Defense AI Agents
Thorsten Meyer describes a possible Thrymvault workflow for defense suppliers, while stressing the product is not certified or used for defense work.
The Surprising Work After Vibe-Coding A PDF Editor
A developer says six days of testing real PDFs exposed save, encryption and redaction problems in Docestra, a private AI-built editor.
A Personal PDF Editor, Built With AI And Refined For Reliability
A private PDF editor built with AI coding agents went from a one-day prototype to six days of fixes after tests exposed problems with real files.
A US-Blacklisted University Rented H200 Servers. What’s In The Records?
Archived notices show Northwestern Polytechnical University rented servers with eight Nvidia H200 GPUs each. The records do not establish how the chips reached China.
Jensen Huang, Nvidia, And The Stakes For America And Humanity
Nvidia says Jensen Huang resigned effective Nov. 12. Colette Kress is interim CEO as the board begins a search for a permanent successor.
When ChatGPT Helped Consultants With Data Science, Then Was Taken Away
A randomized BCG trial found ChatGPT raised consultants’ task scores, but a follow-up test found no measurable knowledge gain without the tool.
US Infrastructure, AI, And A16z’s 72-Hour Defense Drills
a16z’s November 12 proposal calls for cyber defense targets and 72-hour manual-operation drills across five critical infrastructure sectors.
Binance Hack: Where Could The Funds Be Beyond The US-Approved Seizure?
The DOJ says court-authorized action covers more than $1.2 billion of cryptocurrency stolen from Binance; tracing and recovery efforts continue.
SpaceX Plans AI Campuses Worth More Than $74 Billion Across Two States
SpaceX says it plans AI computing campuses in Starbase, Texas, and Cochise County, Arizona. Local reviews are scheduled for Dec. 9.
