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Youâre Not Wasting Tokens by Writing Too Much. Youâre Wasting Them by Remembering Too Much
A friend asked me last week why his AI chatbot bill kept climbing even though he barely changed anything. His first theory: âI guess I need to write shorter prompts.â Reasonable guess. Also, mostly wr...
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Chinaâs LongCat-2.0 is a 1.6T Model Trained Without NVIDIA
A Chinese food-delivery company just trained a 1.6-trillion-parameter language model on roughly 50,000 domestic AI chips, start to finish, without a single NVIDIA GPU touching the pre-training run. Th...
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How I Proved My Code Was Actually Running on Additional Propeller Cogs
Using the linker map, worker-reported cog IDs, an LED runtime test, simulation and oscilloscope measurements By Maryclare Propeller 1 Demo Board used for the verification experiment. Image by the auth...
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