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← Longer context is an engineering and inference problem, not a research problem — nothing prevents it from working.

17 connected korrents · 15 moments from 18 Mar 2024 to 21 Oct 2026.

Everything filed under LLMs LLMs Everything filed under AI writing AI writing Everything filed under Anthropic Anthropic Everything filed under OpenAI OpenAI Everything filed under scaling laws scaling laws Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: Longer context is an engineering and inference problem, not a research problem — nothing prevents it from working. Longer context is an engineering andinference problem, not a research problem— nothing prevents it from working. Last stated 8 months ago 13 Feb 2026 DA Dario Amodei — holds since 2026-02-13 — tap for who they are Same subject: Every announcement of a longer context window hides the cost, which is that the model gets worse at following instructions. — tap to centre the map on it Every announcement of a longercontext window hides the cost, whichis that the model gets worse atfollowing instructions. Last stated 2 years ago 19 Jun 2024 AS Aravind Srinivas — holds since 2024-06-19 — tap for who they are Same subject: Context engineering has stayed relevant for a year because it is grounded in how transformer attention works, and it will matter to anyone building on AI until post-transformer models arrive. — tap to centre the map on it Context engineering has stayedrelevant for a year because it isgrounded in how transformerattention works, and it will matterto anyone building on AI untilpost-transformer models arrive. Last stated 3 months ago 15 Jul 2026 DH Dex Horthy — holds since 2026-07-15 — tap for who they are Same subject: AI tools for product work only work if they understand the organisation's context. — tap to centre the map on it AI tools for product work only workif they understand theorganisation's context. Last stated a month ago 10 Sept 2026 TY Tamar Yehoshua — holds since 2026-09-10 — 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 3 months ago 15 Jul 2026 DH Dex Horthy — holds since 2026-07-15 — tap for who they are Same subject: Raising inference-time reasoning effort on a smaller model can match the performance of a larger model run at lower effort. — tap to centre the map on it Raising inference-time reasoningeffort on a smaller model can matchthe performance of a larger modelrun at lower effort. Last stated 3 months ago 18 Jul 2026 SR Sebastian Raschka — holds since 2026-07-18 — tap for who they are Same subject: Long-context evaluation benchmarks are likely contaminated by model training data, making them unreliable as a sole evaluation method — tap to centre the map on it Long-context evaluation benchmarksare likely contaminated by modeltraining data, making themunreliable as a sole evaluationmethod Last stated a year ago 22 Jun 2025 EY Eugene Yan — holds since 2025-06-22 — tap for who they are Same subject: Long-context efficiency has become a central priority in LLM development because agent harnesses require working with increasingly long contexts. — tap to centre the map on it Long-context efficiency has become acentral priority in LLM developmentbecause agent harnesses requireworking with increasingly longcontexts. Last stated 5 months ago 6 Jun 2026 SR Sebastian Raschka — holds since 2026-06-06 — tap for who they are Same subject: Spending compute at inference time to search over plausible solutions is the general fix for unreliable long agent runs. — tap to centre the map on it Spending compute at inference timeto search over plausible solutionsis the general fix for unreliablelong agent runs. Last stated 3 months ago 30 Jul 2026 JD Jeff Dean — holds since 2026-07-30 — 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 yesterday 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: A CEO who sends out an AI-written strategy memo is modelling that it is fine to outsource thinking and strategy. — tap to centre the map on it A CEO who sends out an AI-writtenstrategy memo is modelling that itis fine to outsource thinking andstrategy. Last stated 4 weeks ago 27 Sept 2026 MG Molly Graham — holds since 2026-09-27 — tap for who they are Same subject: A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent. — tap to centre the map on it A stream of AI-written papers withany error rate at all becomesinsufferable, because finding theerror costs more than the paper isworth even at ninety-nine percent. Last stated 4 months ago 30 Jun 2026 GS Grant Sanderson — holds since 2026-06-30 — tap for who they are Same subject: AI can now produce in minutes work that used to take weeks to build. — tap to centre the map on it AI can now produce in minutes workthat used to take weeks to build. Last stated 5 months ago 26 May 2026 CB Carlos Alexandro Becker — holds since 2026-05-26 — 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 7 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 7 months ago 19 Mar 2026 KP Kris Puckett — holds since 2026-03-19 — tap for who they are
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At the centre Longer context is an engineering and inference problem, not a research problem — nothing prevents it from working. Last stated 13 Feb 2026 · 8 months ago Holds Dario Amodei Read this korrent →