AI Development·
When the editor and the agent grab the same cut
FableCut exposes one shared video timeline to humans and agents. Its most revealing behavior appears when both try to change the same cut.
8 min read
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Page 12 of 57
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Insights on AI, machine learning, and technology strategy
Technical Tutorials·
Start AI jailbreak triage with capability gain
Anthropic's early Cyber Jailbreak Severity proposal gives security teams a useful first question: what attacker capability did the AI output add beyond public tools and information?
10 min read
One camera may be enough for the robot. The route still has to prove it.
10 min read
Small Business AI·
Your ad may disclose AI use. Your creative handoff still has to remember it.
Google is adding AI-use details to My Ad Center. The disclosure will only be as reliable as the origin fact that survives the creative handoff.
7 min read
Technical Tutorials·
Your AI agent can compile a beautiful chart. It can still answer the wrong question.
Microsoft Flint gives AI agents a compact chart language. Use a chart-intent diff and one-question/three-intents test to inspect fields, denominators, cohorts, and viewer inference before approval.
9 min read
Industry Insights·
The middle market is becoming an AI product category
Accenture and Google Cloud packaged enterprise AI into six pre-built lanes for companies between $300 million and $3 billion in revenue. The technology is standardized. The hard part is still local.
7 min read
Industry Insights·
Before a repo agent comments in public, quarantine the output
A crafted public GitHub issue tricked an agentic workflow into posting private repo contents as a public comment. Narrower read access wouldn't have stopped it alone — the write path needed its own check.
8 min read
Industry Insights·
Voice AI can delegate mid-call now. Log who's holding the baton.
The voice model keeps listening while it hands the hard part to another model in the background, then picks the conversation back up like nothing happened. That's the feature. It's also the reason nobody can reconstruct what occurred during the handoff.
8 min read
Industry Insights·
The docs PR should land before the memory fades
Microsoft's Aspire team turned merged product PRs into draft documentation PRs automatically. The numbers are good. The reason it works is that almost none of the judgment calls were left to the agent.
9 min read
Industry Insights·
Before you approve the agent, ask for its training data disclosure
NVIDIA and Hugging Face argue that agent behavior is a data problem, not just a model problem. Here's the disclosure sheet an operator should ask for before an agent gets approved for real work.
8 min read
Industry Insights·
The AI code scan is not the control. The remediation receipt is.
Alberta says Claude Code scanned 466 million lines of government code in 20 hours. The business lesson isn't the speed. It's the receipt that lets a human verify, test, approve, and revisit every fix before it ships.
8 min read
Industry Insights·
GitHub put an open-weight model in Copilot. Treat the toggle like an exception.
Kimi K2.7 Code is available to Copilot Business and Enterprise, but GitHub ships the policy off by default. That is not a footnote. It is the review moment.
8 min read
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