Block built Builderbot: tag it in Slack and it researches, plans and ships. 1,500 PRs a week, 15% of production code. The interface that wins is chat.
Gemini 3 Flash is listed 80% cheaper than GPT-5.4 and costs 38% more to run. The list price is marketing. The bill depends on how many tokens each model burns.
Altman said the most credible scientists held AI back through certainty. The same thing happens in your company: the surest person is often the biggest brake.
Joe Pine puts it bluntly: you are what you charge for. Charge for the tool and you are in the tool business. Charging for the outcome forces the change.
The method SpaceX uses to redesign rockets puts automation dead last, after questioning, deleting and simplifying. Most AI projects start where it ends.
Your team ships AI content fast and it all looks great. The problem is not the model, it's that nobody verifies before it goes out. That is your edge.
26% of public skills have vulnerabilities and over 5% are malicious. NVIDIA shipped a scanner. Why vetting a skill is now part of what you deliver to a client.
Google formalized the Open Knowledge Format so agents can maintain your docs. It standardizes structure, not truth. That gap is the real problem.
On Friday a government switched off two frontier models for everyone. If your operation runs on a capability you don't control, you own a continuity risk.
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