Pedro Aquino

I got the email too. Anthropic is on a sentiment suicide speed-run right now

seems obvious but: things that are changing rapidly: 1. context windows 2. intelligence / ability to reason within context 3. performance on any given benchmark 4. cost per token things that are not changing much: 1. humans 2. human behavior, preferences, affinities 3. tools, integrations, infrastructure 4. single core cpu performance therefore, ngmi: 1. "i found this method to cut 15% context" 2. "our method improves retrieval performance 10% by using hybrid search" 3. "our finetuned model is cheaper than opus at this benchmark" 4. "our harness does this better because we invented this multi agent system" 5. "we're building a memory system" 6. "context graphs" 7. "we trained an in house specialized rl model to improve task performance in X benchmark at Y% cost reduction" wagmi: 1. product/ui 3. customer acquisition 4. integrations 5. fast linting, ci, skills, feedback for agents 6. background agent infra to parallelize more work 7. speed up your agent verification loops 8. training your users, connecting to their systems and working with their data, meeting them where they are

One common issue with personalization in all LLMs is how distracting memory seems to be for the models. A single question from 2 months ago about some topic can keep coming up as some kind of a deep interest of mine with undue mentions in perpetuity. Some kind of trying too hard.

🚨BREAKING: OPENAI STARGATE IS DEAD OpenAI has abandoned ambitious plan to build data centers, now just RENTING from Microsoft, Oracle, Amazon >be OpenAI >January 2025 >stand next to the President of the United States >announce "THE STARGATE PROJECT" >$500 billion AI infrastructure initiative >Trump calls it "the largest AI infrastructure project in history" >Elon musk says they don't even have the money lmao >Altman says he does >SoftBank has "financial responsibility" >fast forward >Altman commits $1.3 TRILLION in infrastructure deals >March 2026 >the team physically building data centers quit OAI >OpenAI abandons plan to build own data centers lol >"actually we're just gonna RENT compute we don't own lmao" >from $1.3 trillion revised down to $665 billion >the entire infrastructure team reorganized >"Stargate" no longer means building data centers >they kept the name though for PR LOL LMAO EVEN

𝕏 Money early public access will launch next month