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Most teams struggle to build with AI because they conflate the brain with the entire system.
The terminology sounds complex, but it maps directly to standard office dynamics.
If you want to understand how the AI stack actually functions, picture an employee at their desk.
Ancestral homeland.
THE GOAN HOUSE : Step inside the iconic heritage houses of Goa youtu.be/D59caRYqxfA?is=ZmhF… via @YouTube
Hurricane Center forecasters had incorporated Google’s model into their methodologies, and attributed their success in accurately forecasting the storm’s record intensity in part to artificial intelligence. #DeepMind nytimes.com/2026/10/09/weath… via @NYTimes
Welcome to Gemini at Work 2026: Introducing the Gemini agent @googlecloud cloud.google.com/blog/produc…
Optimize AI function costs with model distillation docs.cloud.google.com/bigque…
Gemini 4 is showing up great on the benchmarks.
blog.google/innovation-and-a…
Google is rolling out to a set of preselected cyber defenders through the Fairwind Program. deepmind.google/fairwind-pro…
One of the most educational videos:
Why 80% Of Hikers Never Summit The Half Dome Cables youtu.be/WTX8AaH6sHA?is=ib5z… via @YouTube
A fantastic podcast with Halimah DeLaine Prado on how Google Goes All In On Legal AI: Halimah DeLaine Prado, by @DavidLat davidlat.substack.com/p/goog…
Leveraging AI in a meaningful and transformative way as educators train the next generation in a dynamically changing world. The Ohio State University and Google have launched their "largest foundational partnership," according to President Ravi B.
cnb.cx/4iV3seh
Great read on agentic AI security risks and why agent identity, scoped permissions, and containing a compromise matter as enterprises move from pilots to production. #owasp
Agent identities need more attention.
aembit.io/blog/agentic-ai-cy…
Built on 3 founding principles:
-Existing security practices may no longer be sufficient
-Expand access to AI-enabled defensive capabilities
-Build a collective response involving businesses, technology providers, governments, and frontier AI companies.
openai.com/collective-cyberd…
Mr Bruce never disappoints!
DEF CON 34 - Hacking AI - Bruce Schneier youtu.be/eEBv0STiYhI?is=PzUd… via @YouTube
Manny Fernandes retweeted
IF YOU DIED TOMORROW, YOUR FAMILY WOULDN'T BE ABLE TO ACCESS A SINGLE THING YOU OWN DIGITALLY.
BANK ACCOUNTS. PASSWORDS. CLOUD STORAGE. ALL OF IT PERMANENTLY LOCKED AWAY.
HERE'S HOW TO FIX IT IN 30 MINUTES:
The Rise and Fall of Agent Civilizations
by @dwarkesh_sp
open.substack.com/pub/dwarke…
Ajeya Cotra is a researcher at METR, where she works on threat modeling for loss-of-control risks from advanced AI. Before that, she led the technical AI safety program at what is now Coefficient Giving.
youtu.be/X50zezLFWWI?is=rgV7…
“As more and more work is handed off to these ever-more-capable AI agents, the rogue swarm could come to fully control the operation of the AI company and the development of future AI systems … making it possible to seize hard power.” planned-obsolescence.org/p/t…

