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The Non-Price Rationing of Offensive Compute
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The Non-Price Rationing of Offensive Compute

DEV Community: cloud·Dean Lee·about 10 hours ago
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#devtocloud#devto#dev#model#price

Why frontier labs are forced to gate cybersecurity models behind invitation programs, and how flat token pricing fails when output variance spans from zero to catastrophic liability.

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Robot Picks Up Othello
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Robot Picks Up Othello

Hackaday·Al Williams·about 16 hours ago
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#hackaday#othello#robot#tokens#board

Experience is a great teacher. Ask [Jeneus], who, in high school, tried to make a program that played Othello. It didn’t go well. But years later, the idea produced an impressive Othello robo…

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Python wrote 19.944444444444446 and the model billed 7 tokens for it
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Python wrote 19.944444444444446 and the model billed 7 tokens for it

DEV Community: python·Andrey Altrouter·about 23 hours ago
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#devtopython#devto#dev#tokens#three

A day of one-per-minute sensor readings, written with Python's csv module, is 49,723 tokens. The same information fits in 17,287. Timestamp detail and float noise are two-thirds of the prompt, and rounding to one decimal saves no more tokens than rounding…

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