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AI & Enterprise

Karpathy reveals how to build a personal AI knowledge base with three folders

Andrej Karpathy, known for proposing the concept of “vibe coding,” has shared a method for building a personal knowledge base using AI. His approach requires no special software or database, relying instead on three folders and a text “schema” file. Users collect materials in a raw folder, have AI rewrite them into wiki files, and store AI-generated answers in outputs. Karpathy recommends monthly checks to catch errors.

AI & Enterprise

IFS ends user-based pricing, shifts to operational asset-based model

Enterprise software company IFS has scrapped user-based licensing and introduced a pricing model that charges customers based on the number of operational assets they manage. The model calculates software costs using assets such as marine vessels, parts, infrastructure and production equipment. Chief Executive Mark Moffat said customers should not have to choose between controlling software costs and automating operations, adding that the firm charges for work rather than users.

Crypto

Prediction markets speed push into Asia's biggest economies as gambling rules prove hurdle

Prediction market platforms are accelerating expansion into major Asian countries, but unclear legal definitions and strict gambling regulations are hampering growth, Cointelegraph reported. Asia is becoming a significant market because of its size, active retail investor participation and limited local alternatives despite regulatory risk. The trend resembles the early days of cryptocurrencies. Polymarket has surpassed $1 billion in weekly volume and added Chinese-language support, while new platform PredicXion is targeting local events.