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← The deployment layer surrounding a model is as important as the model's raw intelligence.

17 connected korrents · 14 moments from 18 Mar 2024 to 21 Oct 2026.

Everything filed under LLMs LLMs Everything filed under Anthropic Anthropic Everything filed under open source open source Everything filed under OpenAI OpenAI Everything filed under AI agents AI agents Everything filed under product management product management Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: The deployment layer surrounding a model is as important as the model's raw intelligence. The deployment layer surrounding a modelis as important as the model's rawintelligence. Last stated 4 months ago 4 Jul 2026 LW Lilian Weng — holds since 2026-07-04 — tap for who they are Same subject: The quality of the context given to an AI matters more than the model's inherent capability. — tap to centre the map on it The quality of the context given toan AI matters more than the model'sinherent capability. Last stated 4 months ago 9 Jul 2026 TF Tiago Forte — holds since 2026-07-09 — tap for who they are Same subject: The industry was right to focus on model intelligence, but has not yet thought enough about giving a model more context than any person could have so it can advise on big decisions. — tap to centre the map on it The industry was right to focus onmodel intelligence, but has not yetthought enough about giving a modelmore context than any person couldhave so it can advise on bigdecisions. Last stated 2 months ago 23 Aug 2026 SA Sam Altman — holds since 2026-08-23 — tap for who they are Same subject: The surrounding system framework and scaffolding matter more for AI agent capability than the underlying model. — tap to centre the map on it The surrounding system framework andscaffolding matter more for AI agentcapability than the underlyingmodel. Last stated 5 months ago 21 Jun 2026 EY Eugene Yan — holds since 2026-06-21 — tap for who they are Same subject: Harness improvements help deploy a model better, but the model's underlying intelligence remains the core driver of capability. — tap to centre the map on it Harness improvements help deploy amodel better, but the model'sunderlying intelligence remains thecore driver of capability. Last stated 4 months ago 4 Jul 2026 LW Lilian Weng — holds since 2026-07-04 — tap for who they are Same subject: A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to. — tap to centre the map on it A bigger context window does notgive you a smarter model; theintelligence of the model is whatdecides how much of that window itcan actually attend to. Last stated 4 months ago 15 Jul 2026 DH Dex Horthy — holds since 2026-07-15 — tap for who they are Same subject: AI is becoming the context layer for product managers’ work, making the interfaces of many tools matter less. — tap to centre the map on it AI is becoming the context layer forproduct managers’ work, making theinterfaces of many tools matterless. Last stated 3 weeks ago 15 Oct 2026 CW Casey Winters — holds since 2026-10-15 — tap for who they are Same subject: What sits in a model's context is far clearer to it than its training data, which is trillions of tokens stirred into a soup of parameters. — tap to centre the map on it What sits in a model's context isfar clearer to it than its trainingdata, which is trillions of tokensstirred into a soup of parameters. Last stated 3 months ago 30 Jul 2026 JD Jeff Dean — holds since 2026-07-30 — tap for who they are Same subject: The knowledge a model soaks up in pre-training is holding it back; what we actually want is the intelligence with the knowledge stripped out. — tap to centre the map on it The knowledge a model soaks up inpre-training is holding it back;what we actually want is theintelligence with the knowledgestripped out. Last stated a year ago 17 Oct 2025 AK Andrej Karpathy — holds since 2025-10-17 — tap for who they are Same subject: A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week. — tap to centre the map on it A PHP vulnerability found withGPT-5.6 Sol will cause havoc thisweek. Last stated 2 weeks ago 21 Oct 2026 PS Peter Steinberger — holds since 2026-10-21 — tap for who they are Same subject: A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests. — tap to centre the map on it A startup should not begin life as anonprofit and bolt a for-profit armon later, whatever OpenAI's ownhistory suggests. Last stated 3 years ago 18 Mar 2024 SA Sam Altman — holds since 2024-03-18 — tap for who they are Same subject: Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers. — tap to centre the map on it Advertising was a necessary phasefor the internet but a momentaryindustry, and an AI people pay foris better because they know theanswers are not influenced byadvertisers. Last stated 3 years ago 18 Mar 2024 SA Sam Altman — holds since 2024-03-18 — tap for who they are Same subject: "I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out. — tap to centre the map on it "I don't know" becomes a kind ofsuperpower when you can work withClaude Code to figure things out. Last stated 8 months ago 19 Mar 2026 KP Kris Puckett — holds since 2026-03-19 — tap for who they are Same subject: A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year. — tap to centre the map on it A benchmark that ranks Claude Codelast while it stays first in use ismeasuring the wrong thing, and hasbeen for a year. Last stated 2 months ago 3 Sept 2026 DR Dax Raad — holds since 2026-09-03 — tap for who they are Same subject: A skill is a set of repeatable, specific instructions that augments what Claude Code can do. — tap to centre the map on it A skill is a set of repeatable,specific instructions that augmentswhat Claude Code can do. Last stated 8 months ago 19 Mar 2026 KP Kris Puckett — holds since 2026-03-19 — tap for who they are Same subject: A business making hundreds of millions from an open source project owes it money or contribution, and can be refused its trademarks if it gives neither. — tap to centre the map on it A business making hundreds ofmillions from an open source projectowes it money or contribution, andcan be refused its trademarks if itgives neither. Last stated 2 years ago 26 Sept 2024 MM Matt Mullenweg — holds since 2024-09-26 — tap for who they are Same subject: A codec does not really exist until everyone can decode it. — tap to centre the map on it A codec does not really exist untileveryone can decode it. Last stated 5 months ago 31 May 2026 JK Jean-Baptiste Kempf — holds since 2026-05-31 — tap for who they are Same subject: A company that will not accept a project’s terms is free to go and use a more permissive project instead. — tap to centre the map on it A company that will not accept aproject’s terms is free to go anduse a more permissive projectinstead. Last stated 2 years ago 26 Sept 2024 MM Matt Mullenweg — holds since 2024-09-26 — tap for who they are
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At the centre The deployment layer surrounding a model is as important as the model's raw intelligence. Last stated 4 Jul 2026 · 4 months ago Holds Lilian Weng Read this korrent →