TurboQuant is a big deal, but it won’t end the memory crunch
… Instead it aims to reduce the amount of memory required to store the key value KV caches used to maintain context during LLM inference. …
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Elon Musk proposes 'Terafab' to level up chip production
… MORE CONTEXT Musk makes the Macrohard joke again Musk admits Starship V3 launch date has slipped as Super Heavy booster rolls into place Congress puts the ISS on life support until 2032, orders Moon base plan AI that once called itself MechaHitler will now be available to the US government for $0.4… …
PrismML debuts 1-bit LLM in bid to free AI from the cloud
… MORE CONTEXT Claude Code source leak reveals how much info Anthropic can hoover up about you and your system Claude Code bypasses safety rule if given too many commands Amazon security boss: AI makes pentesting 40% more efficient OpenAI gets $122B to 'just build things' as the world blows them up "… …
Google battles Chinese open weights models with Gemma 4
… Developed by Google's DeepMind team, the fourth generation of Gemma models brings several improvements, including "advanced reasoning" to improve performance in math and instruction-following, support for more than 140 languages, native function calling, and video and audio inputs. …
Unpacking the deceptively simple science of tokenomics
… "If your accuracy loss is too severe, the speed up becomes irrelevant," Salvator said. However, the FP4 data types supported by AMD and Nvidia's latest accelerators use some clever math to vastly expand the number of values that can represent model weights from 16 to more than 4,000. …