Research deck import

Append an author-approved public research revision. Each revision contains the complete brief and five dated cards, sources, provenance, and reason for change. Earlier revisions are retained. Private hands and private conversation do not belong in this public feed.

Public revision JSON

{
  "id": "inaugural-r2",
  "week": "2026-08-29",
  "revision": 2,
  "label": "Week 01 · 29 Aug–4 Sep 2026",
  "recordedAt": "2026-11-01T21:17:24.980Z",
  "reason": "Describe the exact change and its reason.",
  "provenance": "WHAT’S FOR LUNCH · Site version 1 · published 28 August 2026. Imported from its source; later weekly research records have not been recovered.",
  "status": "accepted",
  "publicApproved": true,
  "brief": {
    "title": "Token-Level Advertising",
    "authors": "Hanbing Liu · Bowei Zhang · Changyuan Yu · Yinyu Ye · Qi Qi",
    "summary": "The ad slot disappears into the generation path. LAMA takes advertisers’ local continuation values, induces next-token policies, and decodes a latent mixture while updating an allocation posterior.",
    "claim": "Markov DSIC + IR, with near-optimal KL-regularized welfare.",
    "inference": "Observability moves from priced slots to marginal policy influence. Truthful advertiser reports do not, by themselves, price user agency, biometric identity, or license-postprocessing costs.",
    "sources": [
      {
        "title": "Token-Level Advertising",
        "url": "https://arxiv.org/abs/2608.27382"
      },
      {
        "title": "Consensus with Stochastic Broadcast",
        "url": "https://arxiv.org/abs/2608.27336"
      }
    ]
  },
  "cards": [
    {
      "date": "2026-08-31T16:00:00Z",
      "title": "Card one",
      "text": "The inaugural Site provided a playing-card lens here, but no dated research-card record. ⊥L · research record unavailable.",
      "state": "unavailable",
      "sources": []
    },
    {
      "date": "2026-09-01T16:00:00Z",
      "title": "Card two",
      "text": "The inaugural Site provided a playing-card lens here, but no dated research-card record. ⊥L · research record unavailable.",
      "state": "unavailable",
      "sources": []
    },
    {
      "date": "2026-09-02T16:00:00Z",
      "title": "Card three",
      "text": "The inaugural Site provided a playing-card lens here, but no dated research-card record. ⊥L · research record unavailable.",
      "state": "unavailable",
      "sources": []
    },
    {
      "date": "2026-09-03T16:00:00Z",
      "title": "Card four",
      "text": "The inaugural Site provided a playing-card lens here, but no dated research-card record. ⊥L · research record unavailable.",
      "state": "unavailable",
      "sources": []
    },
    {
      "date": "2026-09-04T16:00:00Z",
      "title": "The river",
      "text": "The inaugural Site provided a playing-card lens here, but no dated research-card record. ⊥L · research record unavailable.",
      "state": "unavailable",
      "sources": []
    }
  ]
}