AI coding budgets range widely, while output measures conflict. A new report urges teams to track accepted changes, rework and delivery outcomes.
The Latest
From Tool Spend To Team Value: Measuring AI Coding
What Changes When Fuzz Tests Become Proofs In Claude’s Work?
Anthropic and Theorem say Claude proved no-crash properties for 239 fuzz-test entry points, while finding bugs and exposing limits in scope and cost.
How To Judge An AI Upgrade That Costs Twice As Much
Fable 5 costs twice as much as Opus 4.8, while benchmarks show modest average gains and public evidence for productivity remains limited.
AI For Coursework And Side Projects: Harvard Students Turn To Claude
A Harvard Crimson headline reports students are using expanded Claude access for classes and personal projects; key program details and effects are unclear.
How AI Evaluated A Viral “100X Trade” Strategy Across 13,000 Tests
A simulated test across four coins found the viral Polymarket strategy’s paired fills were rare and both tested versions lost money.
PHP2Shell And The 22-Year Search For Answers With AI-Assisted Review
PHP fixed two critical remote code execution flaws after AI-assisted research revisited a vulnerability pattern first reported in 2004.
How Much Is A Stolen AI Token Worth On The Black Market?
Railway says an attacker may have accessed some customer environment variables. The company has not disclosed what keys were taken or whether they were used.
From One Headline To The Next: AI Security Across The Internet
A source article describes PHP vulnerabilities, weak eMudhra certificate keys and other security concerns, but leaves several incidents without verifiable details.
How Narrative Resources Run Thin In This AI Story, “BLACKOUT”
ThorstenMeyerAI.com presents BLACKOUT, a design case study about how interfaces can show AI resource strain and recovery.
How The Held-Light Technique Frames A Comet Vigil
An AI-built exhibition uses persistent star trails, scroll-driven comet geometry and a shutter interaction to make waiting part of the artwork.
