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The Navier–Stokes Problem Has Survived for a Century. Did AI Find Something New?

Imagine dropping a small stone into a perfectly calm lake. You see the ripples moving outward. It looks simple. Now imagine trying to predict the exact position of every ripple, every tiny swirl…

  • Navier–Stokes equations describe fluid motion factors like velocity, pressure, viscosity.
  • Century-old question: smooth fluid always remains smooth or solution breaks down.
  • AI claimed to solve problem in September 2026, sparking verification debates.

I Asked AI to Review My Code. It Found Bugs I Didn't See.

For a long time, I used AI in software development for one primary purpose: Write the code. Give it a requirement. Get some Python. Ask for a function. Get a function. Describe an API. Get an API.

  • AI reviewed author's code as senior software engineer
  • Identified potential bugs, edge cases, security concerns
  • Influenced author's coding process to anticipate problems

Your AI Agent Has Too Many Permissions: A Practical Guide to Not Getting Burned

Somewhere right now , an AI agent has a standing API key with more access than the intern you'd never hand your prod credentials to.

  • AI agents often have excessive permissions beyond typical intern credentials.
  • Traditional security models don't account for the decision-making nature of AI agents.
  • Implementing short-lived, scoped tokens and human oversight can mitigate risks.

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