{"meta":{"last_updated":"2026-10-25T10:05:30.017Z","description":"What independent expert communities are converging on right now","communities_watched":27,"total_signals":1582,"independence_model":{"rule":"Convergence counts independent communities — groups of people whose attention is evidence. Where something was published is shown, but never counted.","counted":[{"label":"@alexalbert__ · X","why":"A named individual's post is that person's independent judgement."},{"label":"@databricks · X","why":"A named individual's post is that person's independent judgement."},{"label":"@drjimfan · X","why":"A named individual's post is that person's independent judgement."},{"label":"@emollick · X","why":"A named individual's post is that person's independent judgement."},{"label":"@karpathy · X","why":"A named individual's post is that person's independent judgement."},{"label":"@simonw · X","why":"A named individual's post is that person's independent judgement."},{"label":"@stasbekman · X","why":"A named individual's post is that person's independent judgement."},{"label":"@swyx · X","why":"A named individual's post is that person's independent judgement."},{"label":"Ahead of AI","why":"An independent editor choosing to write about something is a considered, non-automated signal."},{"label":"AI Snake Oil","why":"An independent editor choosing to write about something is a considered, non-automated signal."},{"label":"Alignment Forum","why":"AI safety researchers publishing and critiquing each other's work in the open. A distinct research community from ML-systems venues, and one this site could not previously see at all."},{"label":"Bluesky","why":"Independent social graph, distinct membership from X and Reddit."},{"label":"Dev.to","why":"Dev.to is an independent practitioner community."},{"label":"GitHub","why":"Star/fork velocity is many independent developers acting, not one editor."},{"label":"Hacker News","why":"Hacker News front page reflects an independent readership's attention."},{"label":"HuggingFace Papers","why":"HuggingFace Daily Papers is a curated, community-voted selection. Its corpus overlaps arXiv, but the selection is independent judgement — that is the signal, not the paper's existence."},{"label":"Import AI","why":"An independent editor choosing to write about something is a considered, non-automated signal."},{"label":"Interconnects","why":"An independent editor choosing to write about something is a considered, non-automated signal."},{"label":"Latent Space","why":"An independent editor choosing to write about something is a considered, non-automated signal."},{"label":"Lobste.rs","why":"Lobste.rs is a separate, invite-gated readership from HN. Link overlap is common but membership and moderation are independent."},{"label":"One Useful Thing","why":"An independent editor choosing to write about something is a considered, non-automated signal."},{"label":"r/artificial","why":"A subreddit is an independent community with its own membership and moderation."},{"label":"r/LocalLLaMA","why":"A subreddit is an independent community with its own membership and moderation."},{"label":"r/MachineLearning","why":"A subreddit is an independent community with its own membership and moderation."},{"label":"r/OpenAI","why":"A subreddit is an independent community with its own membership and moderation."},{"label":"r/singularity","why":"A subreddit is an independent community with its own membership and moderation."},{"label":"Simon Willison","why":"An independent editor choosing to write about something is a considered, non-automated signal."}],"notCounted":[{"label":"@anthropicai · X","why":"An official organisation or project account is shown as a first-party source, never counted as an independent community under this registry policy. This classification concerns account ownership, not the value or truth of a post."},{"label":"@googledeepmind · X","why":"An official organisation or project account is shown as a first-party source, never counted as an independent community under this registry policy. This classification concerns account ownership, not the value or truth of a post."},{"label":"@huggingface · X","why":"An official organisation or project account is shown as a first-party source, never counted as an independent community under this registry policy. This classification concerns account ownership, not the value or truth of a post."},{"label":"@openai · X","why":"An official organisation or project account is shown as a first-party source, never counted as an independent community under this registry policy. This classification concerns account ownership, not the value or truth of a post."},{"label":"@pytorch · X","why":"An official organisation or project account is shown as a first-party source, never counted as an independent community under this registry policy. This classification concerns account ownership, not the value or truth of a post."},{"label":"@vllm_project · X","why":"An official organisation or project account is shown as a first-party source, never counted as an independent community under this registry policy. This classification concerns account ownership, not the value or truth of a post."},{"label":"arXiv","why":"arXiv is a publication venue, not an audience. Every paper is on arXiv, so presence is not evidence anyone noticed it; cross-listing to cs.AI and cs.CL is the authors ticking two boxes."},{"label":"Google AI Blog","why":"A vendor or lab blog is the primary announcement of its own work — the source, not a second opinion on it."},{"label":"HuggingFace Blog","why":"A vendor or lab blog is the primary announcement of its own work — the source, not a second opinion on it."},{"label":"OpenAI Blog","why":"A vendor or lab blog is the primary announcement of its own work — the source, not a second opinion on it."},{"label":"Semantic Scholar","why":"Semantic Scholar is a citation index — a catalog every paper eventually appears in, not an audience choosing to pay attention. Its citation counts already feed authority separately (author h-index); counting its listings as corroboration would double-count the same evidence."}]}},"items":[{"title":"Hybrid Reasoning Agents","sources":["Hacker News","HuggingFace Papers","r/LocalLLaMA"],"sourceCount":3,"archetypes":["aggregator","practitioner","research"],"breadth":3,"convergence":5.1,"firstSeen":"2026-10-15T15:51:02.690Z"},{"title":"Claude reveals ECDSA curve origins","url":"https://www.anthropic.com/research/ecdsa-curve-origins","sources":["@swyx · X","Hacker News","r/singularity"],"sourceCount":3,"archetypes":["aggregator","editorial","practitioner"],"breadth":3,"convergence":4.9,"firstSeen":"2026-10-16T18:55:59Z"},{"title":"Redesigning source control at Anthropic","url":"https://www.anthropic.com/engineering/redesigning-source-control","sources":["Hacker News","Simon Willison","r/artificial"],"sourceCount":3,"origins":["@anthropicai · X"],"archetypes":["aggregator","editorial","practitioner"],"breadth":3,"convergence":4.6,"firstSeen":"2026-10-13T15:49:56Z"},{"title":"Run Qwen 3.8 Flash Next (125B) on consumer hardware (RTX 4090) at 100T/s","sources":["Hacker News","r/LocalLLaMA"],"sourceCount":2,"archetypes":["aggregator","practitioner"],"breadth":2,"convergence":3.5,"firstSeen":"2026-10-04T12:51:53Z"},{"title":"DeepSeek-v4.1-Flash-1017","url":"https://huggingface.co/deepseek-ai/deepseek-v4.1-flash-1017","sources":["Hacker News","r/LocalLLaMA"],"sourceCount":2,"archetypes":["aggregator","practitioner"],"breadth":2,"convergence":3.5,"firstSeen":"2026-10-17T08:09:21+00:00"},{"title":"Mistral Large 4","url":"https://mistral.ai/news/mistral-large-4","sources":["Hacker News","Interconnects"],"sourceCount":2,"archetypes":["aggregator","editorial"],"breadth":2,"convergence":3.3,"firstSeen":"2026-10-06T13:25:50Z"},{"title":"Humanity's Sixth Sense: Benchmarking Intuitive Visual Reasoning in Multimodal Models","url":"https://labs.scale.com/papers/humanitys-sixth-sense","sources":["HuggingFace Papers","Import AI"],"sourceCount":2,"archetypes":["editorial","research"],"breadth":2,"convergence":3.1,"firstSeen":"2026-10-12T12:30:39.000Z"},{"title":"U-Space: Uncovering When and Why Uncertainty Arises in Language Models","url":"https://s2lab.org/u-space","sources":["HuggingFace Papers","r/MachineLearning"],"sourceCount":2,"archetypes":["practitioner","research"],"breadth":2,"convergence":3,"firstSeen":"2026-10-11T10:09:48.277Z"}]}