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Blog (auto-discovered)

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11:15
2026-09-06
blog.calif.io
machine-learning

Information Field Theory

A critical examination of Information Field Theory (IFT) and its NIFTY implementation, as prompted to Claude Sonnet 4.6, concludes that the framework's core statistical structure reduces to Gaussian p…

21:20
2026-08-24
blog.calif.io
artificial-intelligence

Replace "using AI" with "using computers"

A proposed mental shortcut urges replacing the phrase "using AI" with "using computers" to expose vague claims, according to an essay by an unnamed author. The piece argues that this substitution clar…

10:36
2026-08-13
blog.calif.io
machine-learning

The top and bottom halves of data analysis in astrophysics

Astrophysicist Hans-Walter Rix of the Max Planck Institute for Astronomy argues that data analysis in astrophysics splits into a 'bottom half' (by-eye discovery of anomalies, often aided by machine le…

08:19
2026-08-13
blog.calif.io
artificial-intelligence

The meaning of life

Software engineers are rediscovering the importance of craftsmanship as AI tools like large language models threaten to automate coding, according to a personal essay by a research software engineer. …