AI tools, cybersecurity and development news aggregated from top sources — saved permanently with unique URLs.
A customer asked about the warranty four times in one chat. Your AI gave four different answers.
A regional appliance repair company — 6 vans, one shared support inbox, one AI answering first — set…
Hydra · Coeziune OM–IA v42: new DOI and the complete DOI registry (2026-11-12)
Hydra-PSIE publishes its scientific record from a single registry, in the name of Coeziune OM–IA — t…
Who Decides the Best AI, and Who Gets Left Behind?
This is my perspective on a question I think deserves more attention. It is not a criticism of any c…
lumen-ai added to PyPI
lumen-ai added to PyPI Why It Matters The biggest unsolved problem in LLM engineering ri…
AI OS for Work: What Changes When Your Computer Has an Operator
Think about what a normal workday on a computer actually looks like. You open the laptop, and before…
Microsoft researchers backdoored an AI agent by editing fewer than 10 neurons - no retraining needed
Microsoft Research published a study this week that should worry anyone deploying open-weight models…
From blank page to finished clip: my 4-step video workflow in one browser tab
Step-by-step, with the exact order I follow and where each stage usually breaks. Last month I neede…
The AI Workspace: Why Your AI Tools Need One Home
Count the tabs. Somewhere in your browser right now there is likely a chat assistant in one tab, an …
Merge-Ready Isn't Production-Ready
A pull request lands with 40 changed files. An AI agent produced it in ten minutes, the description …
Day 19/90: When Should an AI Agent Ask for Clarification?
An AI agent can execute a valid tool call and still perform the wrong action. Consider the request:…
Making a Small Decision Model: Part 4, Customization
In Part 1 and Part 2, we built and trained Gev, a 270M-parameter decision model built on Google's T5…
Making a Small Decision Model: Part 3, Playing Doom
When a small decision model effectively reads text tickets and selects choices from a list, expandin…