What's moving through AI, ranked by lead time.
Radar is a running index of what's moving through the AI ecosystem, ranked by where each story sits on the lead-time gradient: papers become repos become community threads become analysis. Every ingest run of the pipeline takes a fresh snapshot — several times a day, on no fixed clock — and the stamp below is the exact time of the one you're reading. The earlier a story is caught, the more head start you have before the crowd. Every row carries its receipts — which source saw it first, how many independent sources have it, how long ago — so the ranking explains itself. It's the public face of the same pipeline that feeds Vlad's Newsletter.
frozen 1 Nov 2026, 23:53 UTC · 67/78 feeds live · 14,244 tracked since 12 Jun
- 1 So I guess everyone uses LLMs to think now eva.ac · 3h
- 2 AI delivers 'zero financial payoff' to most companies, Apollo economist says techcrunch.com · 2h
- 3 Anthropomorphic vs Biological reasoning for thinking about human analogies for LLM behavior lesswrong.com · 2h
- 4 Magma is partnering with CASSA to investigate recent unintended model behavior lesswrong.com · 2h
- 5 Show HN: Corollary, LaTeX Editor for Mac with On-Device Apple Foundation Models calvinyz.github.io · 2h
870 stories entered the watched feeds in the last 24 hours — 365 in papers, 17 in repos, 317 in community, 171 in analysis. The scored board skews to Community (40 of 40). 1 story is heating across independent sources, and the median lead across the ledger's 21 observed fires is 3d — measured, not estimated. Freshest receipt, 9h ago: caught in arXiv cs.AI 14h before Hacker News front carried it. The oldest survivor has held the board for 6h.
- Papers → Community +14h lead arXiv cs.AI first · then Hacker News front 9h agoProving and Improving the Platonic Representation Hypothesis with JEPAs
- Community → Analysis +2h lead Hacker News front first · then OpenAI News 11d agoUsing thousands of AI agents to uncover new leads in biological data
- Community → Analysis +2h lead Hacker News front first · then OpenAI News 11d agoPatch the Planet: global response coordination as agents uncover vulnerabilities
- 1So I guess everyone uses LLMs to think noweva.acLive Signal Community ·Practice · 3h old · seen in 2 sources HEATING ×2
- 2AI delivers 'zero financial payoff' to most companies, Apollo economist saystechcrunch.comLive Signal Community ·Business · 2h old · via Hacker News front
- 3Anthropomorphic vs Biological reasoning for thinking about human analogies for LLM behaviorlesswrong.comLive Signal Community · 2h old · via LessWrong
- 4Magma is partnering with CASSA to investigate recent unintended model behaviorlesswrong.comLive Signal Community ·Policy & safety · 2h old · via LessWrong
- 5Show HN: Corollary, LaTeX Editor for Mac with On-Device Apple Foundation Modelscalvinyz.github.ioLive Signal Community ·Tools · 2h old · via Show HN
- 6Show HN: Nonce – Open-source, least-privilege Gmail access for AI agentsanonce.ioLive Signal Community ·Tools · 2h old · via Show HN
- 7Show HN: Building an AI Traffic Guardrail(kilasec)kilasec.comLive Signal Community · 2h old · via Show HN
- 8
- 9An easy way to try local AI with braindead-local-intelligencedataswamp.orgLive Signal Community ·Tools · 4h old · via Lobsters
- 10
- 11Show HN: Nouli – A decision model TUI to branch and blend multiple historiesgithub.comLive Signal Community · 4h old · via Show HN
- 12Is your chatbot less helpful because it thinks you’re a bad person? — Replicating a blogpostlesswrong.comLive Signal Community ·Policy & safety · 4h old · via LessWrong
- 13It wasn't AI that flipped Proton's chargeblog.raed.devLive Signal Community · 5h old · via Hacker News front
- 14Show HN: I vibe-coded a generator of Suprematist compositions with Claudesupremath.artLive Signal Community · 6h old · via Show HN
- 15Show HN: A faster Python 3 interpreter implemented in C11, one weeknews.ycombinator.comLive Signal Community · 54m old · via Show HN
- 16
- 17Show HN: Duckstring – Pull-orchestrated data pipelines on DuckDBplayground.duckstring.comLive Signal Community · 1h old · via Show HN
- 18
- 19Show HN: CheckOwners to find your repo's hidden single points of failuregithub.comLive Signal Community · 1h old · via Show HN
- 20
- 21Show HN: Measure the carbon cost of everyday items: prompts, beef, flightscarboncost.meLive Signal Community · 2h old · via Show HN
- 22Show HN: Tower of Questions – Daily Trivia Gametowerofquestions.comLive Signal Community · 2h old · via Show HN
- 23Show HN: Maintainers Coffee – Ship coffee to someone making something coolmaintainers.coffeeLive Signal Community · 2h old · via Show HN
- 24Show HN: A modern reimagining of the Python progresssss bargithub.comLive Signal Community · 3h old · via Show HN
- 25Show HN: Epochnbd – Crash-Consistent Linux NBD Block Device on GCS/Google Drivegithub.comLive Signal Community · 3h old · via Show HN
- 26John Leeson (the voice of K9) has dieddoctorwhonews.netLive Signal Community · 3h old · via Hacker News front
- 27Show HN:Type It Big – full-screen signs, timer, scoreboard and telepromptertypeitbig.comLive Signal Community · 3h old · via Show HN
- 28Show HN: Quarter – A TUI launcher to browse, search and launch your gamesgithub.comLive Signal Community · 3h old · via Show HN
- 29Show HN: AirFlick Drop – AirDrop for Windows with zero mobile app installsgithub.comLive Signal Community · 3h old · via Show HN
- 30Work on GEFS (the Good Enough File System) for OpenBSD progressesundeadly.orgLive Signal Community · 4h old · via Lobsters
- 31Show HN: Jik – a self-hosted language using region-based memory managementgithub.comLive Signal Community · 4h old · via Show HN
- 32Ask HN: Which TV do you recommend for privacy?news.ycombinator.comLive Signal Community · 4h old · via Hacker News front
- 33Show HN: Crosswalk – terminal manager to reduce sprawlwareshq.comLive Signal Community · 4h old · via Show HN
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- 37Show HN: Doppinow – A Distraction Interrupter for Developersdoppinow.comLive Signal Community · 5h old · via Show HN
- 38Show HN: BoothWall – open-source live photo wall for Fire TV and any browsergithub.comLive Signal Community · 5h old · via Show HN
- 39Mathematics has changed. Let's act like itterrytao.wordpress.comLive Signal Community · 5h old · via Hacker News front
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How Radar works
The gradient. Stories travel through the AI ecosystem in a rough sequence: they appear first in papers (arXiv, Hugging Face) or repos (GitHub), then surface in community discussion (Hacker News, Lobsters, LessWrong), then get interpreted in analysis (operator newsletters and essays). Radar ranks by where a story sits on that gradient. The earlier it is caught, the more lead time you have before it reaches consensus. The spectrum at the top of the page shows the last 24 hours of that flow — every story that entered the watched feeds, counted at the station where it first appeared.
The score. Each story gets a recency-decayed signal score. Every source tier carries a weight and a half-life, so live signal moves fast and fades fast while analysis sources move slowly and stay relevant longer. A story scores higher when two or more independent source families carry it — corroboration, not popularity, which is why five feeds of the same site count once. A small bonus applies when a story has visibly climbed the gradient. Stories past their tier's maximum age expire from the board.
Heating and lead time. A story is heating when it has surfaced in two or more independent source families. When the same story is observed first at an earlier stage and later at a higher one, Radar records the gap in hours — for example, seen on arXiv fourteen hours before it reached the Hacker News front page. That gap is the reader's lead time, and it is a measured span, never an estimate.
The classifier. Two judgments on this page are made by a model, not read from the feed log. A small typed classifier (TypeSafe's Jev) answers one question per story — is it about AI? — and stories it judges not to be about AI move to the bottom of the board; nothing is removed. It was checked against 232 hand-labelled titles before it shipped and agreed with 97.8% of them. The same classifier assigns the topic shown on a story and used by the filter above; a topic appears only when the classifier is confident, and at that setting it matched the labels on 115 of 116 stories. Stories without a confident topic are listed under All.
The honesty rule. Every other value on this page is an observed fact from the feed log — which source carried a story, when, and how many. Beyond those two labelled judgments, Radar makes no claim about what a story means; that is the newsletter's job. When a reading does not exist yet — no stories heating, nothing upstream — the page says so rather than inventing one.
- The spectrum band
- A filled flame tick is an early, lead-time-rich stage; a hollow tick is a later stage; a hollow ring on an empty span is a station with nothing on it yet.
- Signal class
- The tier chip: Live Signal moves fast and decays fast; analysis sources stay relevant longer. The ranker weights each accordingly.
- heating
- The same story in two or more independent source families — not two feeds of one site.
- seen in / via
- How many families carried it, or the single source that did.
Once a week, the operator read on what actually changed and the move it calls for. No digest, no hype.
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