
Aryan
118 posts

Aryan
@Aryan_Ali_Pro
Imagination has no limits, while Actions have Consequences




GPT-6 rumored for April 14 from @iruletheworldmo Unverified leak but the details are worth watching through a hardware lens 2M token context window Natively multimodal $2.50/$12 per million tokens “Superapp” merging ChatGPT, Codex, and Atlas browser into one agent Now connect this to what just happened with @AnthropicAI @bcherny confirmed Anthropic is deprioritizing third-party tool access because agentic workloads don’t fit their capacity model. OpenClaw got cut from subscriptions. Token rationing is here Two of the biggest AI labs are telling you the same thing at the same time: Agentic compute demand is outrunning infrastructure Anthropic can’t efficiently serve it on TPUs. OpenAI is allegedly throwing every GPU at their next model and killing Sora to free up capacity. Both are rationing access This is the Co-Design Thesis The models are ready. The software is ready. The hardware isn’t keeping up. And the hardware that handles agentic workloads best (dynamic, unpredictable, CPU+GPU coherent, memory bandwidth dense) is NVIDIA 2M token context? That’s a Memory Wars problem. KV cache at that scale requires HBM4-class bandwidth. There is no workaround Every frontier lab is converging on the same bottleneck. And Jensen has been building for it for three years The race isn’t to build the best model anymore anon The race is to serve it

Lock in, we’re Moonbound. Artemis II astronauts are more than halfway to their destination, and preparations for lunar flyby are underway. During their trip around the far side of the Moon, they will capture imagery to share with scientists (and you, too!).


We see our home planet as a whole, lit up in spectacular blues and browns. A green aurora even lights up the atmosphere. That's us, together, watching as our astronauts make their journey to the Moon.



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