C2PA, Explained: How Content Credentials Actually Work, and Why 5 of 6 Platforms Strip Them
Five of six social platforms deleted the C2PA manifest from uploaded images entirely. Only Facebook kept anything, and only on certain creator flows.
AI This Week: The Bill Nobody Costed, From 136.5× Energy Per Query to a December 2 Watermarking Deadline
An agentic query can burn up to 136.5× the GPU energy of a single-turn LLM call. The EU AI Act Omnibus watermarking obligation is due December…
YC’s QM Agent Harness in Practice: What the MIT License Buys You and What It Does Not
Y Combinator’s accounting and legal functions run on an agent harness that shipped at version 0.1.4, and on July 31, 2026 they handed…
n8n vs Zapier vs Make vs OpenAI Agent Builder: The Honest Automation Stack Comparison for CTOs
OpenAI says Agent Builder and Evals “will no longer be available on the OpenAI platform” from November 30, 2026. The recommended…
New Research: Agentic Reasoning Burns Up to 136.5× More GPU Energy Per Query Than a Single-Turn LLM Call
348.41 Wh. That is what one Reflexion agent on Llama-3.1-Instruct 70B spent answering a single HotpotQA question, 136.5 times the energy of…
5 AI Video Models, Ranked by What an EU Studio Can Legally Ship in 2026
For an EU studio, ranking 2026’s audio-native video models has almost nothing to do with clip length or price per second. It comes down…
Dr. Project AI: An AI-Native Project Manager With Live Voice, Now in Early Access
61% of project management products now ship AI features. Only 43% of organisations actually use them.
5 Things Everyone Gets Wrong About the EU AI Act Omnibus: Watermarking Is Due December 2, 2026
The Digital Omnibus moved two high-risk deadlines to 2027 and 2028. It left the 2 December 2026 watermarking deadline exactly where it was,…
OWASP Ranks Memory Poisoning ASI06, and Detectors Miss 66% of Poisoned Entries
A user chats normally with your agent. No database access, no credentials. Weeks later the agent acts on a memory that user planted, and the…
OpenAI vs Anthropic vs Gemini Prompt Caching: The Honest Cost Comparison for CTOs
Caching is a billing model choice now. The same prompt, the same tokens and the same traffic pattern produce three different invoices…
