Proofs Are Finally Getting Cheaper
LLM-assisted theorem proving matters because the model may propose proof steps, but Lean can reject the nonsense.
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A Resume Score Is Not a Hiring Signal
A hiring score that changes on the same resume is not an objective signal. It is uncertainty with a progress bar.
Read moreThe Future Just Read a Burned Library
The Future Just Read a Burned Library. The news is not that AI read an ancient scroll. The news is that a burned library just became a software problem. For almost 2,000 years, the Herculaneum papyri were trapped in a w…
Read moreThe Senior Engineer Is Not Training Data
The robot has discovered institutional memory. It would like a mentor.
Read moreAI Is Not a Feature. It Is a Reputation Test.
Customers are not tired of AI. They are tired of being made to supervise it. Sell the outcome, prove the system, and stop using AI as marketing confetti.
Read moreThe Future of Vision Is a Boring Dependency
OpenCV 5 is a reminder that AI becomes real through durable, open infrastructure, not spectacular demos alone.
Read moreYour Interface Is Wearing a Lab Coat
Modern interfaces increasingly perform intelligence instead of communicating state. Useful feedback removes uncertainty; prestige theater merely pulses.
Read moreThe Code Is No Longer the Expensive Part
Coding agents make implementation abundant. The scarce engineering materials are now judgment, legibility, verification, and restraint.
Read moreWhen AI Does the Homework, the Exam Becomes a Lie Detector
When AI Does the Homework, the Exam Becomes a Lie Detector. There is a terrible little trick hidden inside every useful tool: if it saves you from doing the work, it may also save you from becoming the kind of person wh…
Read moreLocal AI Stops Being a Toy When Multimodal Gets Cheap
Local AI Stops Being a Toy When Multimodal Gets Cheap. The important thing about Google’s Gemma 4 12B is not that another model appeared, wearing a fresh badge and making benchmark confetti. The important thing is archi…
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