AI Lab Week, Summed Up: 10 Moves From Seven Labs

A November 2–8 roundup tracks 10 announcements from seven AI labs, including agent memory, private and released model weights, and new media tools.

How To Evaluate Claims That An AI Agent Improved Itself On Its Own

Terminal-RSI reports benchmark gains from a human-designed training pipeline. The paper does not show an AI improving itself without human oversight.

Could Etching Models In Silicon Lift AMD’s Inference Performance?

An IdeaNavigator AI brief raises a possible AMD–Taalas acquisition, but provides no confirmation or deal terms for the reported transaction.

What Happens To The Numbers When AI Reads A Handwritten 7?

A neural network reads a digit by passing pixel values through layers of weighted arithmetic. A small example shows how one number can change its output.

Tesla Reworks Its Priorities Around Robotaxis And The Cybertruck

Elon Musk says Tesla will wind down Cybertruck production in Texas around mid-2027 to make room for more Cybercab output. The model’s future is unclear.

Why Tesla Is Shifting Focus From Cybertrucks To Robotaxis

Elon Musk says Tesla will wind down Cybertruck production at its Texas plant around mid-2027 to make room for more Cybercab production.

The Changing Account Of User Data In Chainalysis’s Breach Updates

Chainalysis’s breach updates shifted from non-sensitive data to password hashes and live tokens for all users. Key details remain undisclosed.

Chainalysis Breach: 13 Updates On Password Hashes And Live Tokens

Chainalysis says an attacker accessed password hashes and live tokens for all users. The company has not disclosed the hash algorithm or token details.

A Practical Look At Death Certificate Chasers For Funeral Homes

An IdeaNavigator AI proposal outlines a reminder and tracking tool for funeral homes, with a five-home, 60-day pilot suggested to test its value.

A Simple Way To Weigh IT Staff Augmentation Against Full-Time Hiring

A published cost model calculates the break-even hourly rate for US and German tech hiring, while showing how utilization changes the result.