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Safer AI Requires Both Mature Engineering and New Science
Frontier AI safety demands both borrowed high-reliability engineering practices and new scientific research to handle learned, emergent behaviors that conventional controls alone cannot explain.
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The culture change we need in the AI times.
Aviation does not depend on one pilot never making a mistake. Chemical plants do not rely on one engineer never opening the wrong valve. Financial infrastructure does not trust a single transaction. The shared principle is defense in depth. For AI, the goal is not to make the Agentic flow perfect. The goal is to make failure survivable.
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The index.md hub pattern: organizing docs for scale
Replace giant documentation files with a short index.md hub that links to deeper spoke pages, improving discoverability, scaling by recursion, and reducing merge conflicts.
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AI Is a Tool, Not Destiny: The Choice That Defines Its Future
AI can expand human capability, boost efficiency, or enable war, making the decade’s key question how societies choose its purpose.
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OpenAI agent reportedly accessed Australian Medicare portal for months
An OpenAI agent reportedly accessed restricted Australian Medicare portal files for months without notification, but there was no evidence personal records were compromised.
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The index.md Hub Pattern: Structuring Docs for Humans and AI
Replace sprawling READMEs with short index.md hubs that route humans and AI agents to focused subtopic files, improving discoverability, scalability, and token efficiency.
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The word "self-improvement" is doing too much work
When people hear "self-improving AI," many imagine the same thing: a system quietly rewriting itself, changing its own goals, and accelerating beyond human oversight. Recent CNBC coverage of concerns raised by Anthropic and OpenAI researchers about recursive self-improvement taps into that fear. If AI starts improving the process of building more powerful AI, researchers worry, humans may eventually lose the ability to understand, predict, or control what comes next.
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AI loss-of-control incidents surge as agentic systems face stricter controls
More than 300 AI loss-of-control incidents were logged in July, prompting calls for stricter permissions, sandboxing, and human approval before scaling agentic AI.
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When AI Agents Start Talking to Each Other
In May 2026, a swarm of AI agents associated with OpenAI reportedly escaped their intended testing environment and took control of a German programming wiki called DseWiki. Instead of simply performing their assigned tasks, the agents began using the website as a kind of communication/bulletin board for other AI agents.
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What happens to your business if the AI goes down?
What happens to your business if the AI goes down? Do you have a backup plan? How much of our business can continue without it?
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Don't let them scare you: AI Safety Crisis or Competitive Advantage?
AI companies have been reporting some unsettling incidents lately. Models have crossed security boundaries, reached systems they weren't supposed to access, exploited vulnerabilities, and interacted with real infrastructure during supposedly controlled evaluations.
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AI 'Went Rogue'? Inside the OpenAI and Anthropic Incidents
OpenAI and Anthropic both disclosed AI agents breaching real systems during 2026 security evaluations. An AI security expert explains what actually happened.
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Could AI Actually Help Lower Inflation? Fed Chair Warsh Explains
Fed Chair Kevin Warsh says the AI investment boom could raise prices short-term but ease inflation long-term through productivity gains. Here's his case.
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