Hotpot.ai offers a collection of AI tools for designers, as well as for anyone, it has an “AI picture restorer” which removes scratches ,and basically restores your old photo into amazing pictures and makes it look brand new.
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Throughout this series, “we” refers to maderix (human) and Claude Opus 4.6 (by Anthropic) working as a pair. The reverse engineering, benchmarking, and training code were developed collaboratively — human intuition driving the exploration, AI reasoning through the data and writing the analysis. We think this kind of human–AI collaboration is a new and natural way to do systems research: one partner as the architect with intuition, the other as the engineer writing the code and crafting experiments .
Support for several different manual page systems. Historically Qman only