{
 "name": "The Dabbawala Protocol: numbers ledger",
 "license": "https://creativecommons.org/licenses/by/4.0/",
 "updated": "2026-09-29",
 "rows": [
  {
   "figure": ">20%",
   "claim": "Extra inference cost from repository context files (AGENTS.md), with no general gain in task success",
   "source": "Gloaguen et al., ETH Zurich, arXiv:2602.11988",
   "url": "https://arxiv.org/abs/2602.11988",
   "date": "2026-02-12",
   "status": "verified",
   "track": "Context & knowledge",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#take"
  },
  {
   "figure": "~66%",
   "claim": "Share of Cursor's system prompt trimmed",
   "source": "Cursor blog",
   "url": "https://cursor.com/blog/improved-token-efficiency",
   "date": "2026-09-23",
   "status": "self-reported",
   "track": "Context & knowledge",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#take"
  },
  {
   "figure": "7%",
   "claim": "Cursor's total token reduction, \"without degrading quality\" (method not shown)",
   "source": "Cursor blog",
   "url": "https://cursor.com/blog/improved-token-efficiency",
   "date": "2026-09-23",
   "status": "self-reported",
   "track": "Context & knowledge",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#take"
  },
  {
   "figure": "22–25 of 27",
   "claim": "Top-four model scores on enterprise questions where the rules are stated",
   "source": "Era by Eon, arXiv:2609.30055",
   "url": "https://arxiv.org/abs/2609.30055",
   "date": "2026-09-24",
   "status": "verified",
   "track": "Context & knowledge",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#take"
  },
  {
   "figure": "≤6 of 24",
   "claim": "Scores of four of six models when the answer hinges on a hidden fact in contradictory records",
   "source": "Era by Eon, arXiv:2609.30055",
   "url": "https://arxiv.org/abs/2609.30055",
   "date": "2026-09-24",
   "status": "verified",
   "track": "Context & knowledge",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#take"
  },
  {
   "figure": "82%",
   "claim": "Estimated share of LLM migrations made after the model's shutdown date (22,555 commits, 17,703 GitHub repos)",
   "source": "Kim, arXiv:2609.31288",
   "url": "https://arxiv.org/abs/2609.31288",
   "date": "2026-09-25",
   "status": "verified",
   "track": "Understanding & modernisation",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#model-retires"
  },
  {
   "figure": "94%",
   "claim": "LLM apps with the model ID hard-coded",
   "source": "Kim, arXiv:2609.31288",
   "url": "https://arxiv.org/abs/2609.31288",
   "date": "2026-09-25",
   "status": "verified",
   "track": "Understanding & modernisation",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#model-retires"
  },
  {
   "figure": "89% vs 13%",
   "claim": "Post-shutdown migrations under Anthropic's 60 to 114-day notices vs OpenAI's one-year notice",
   "source": "Kim, arXiv:2609.31288",
   "url": "https://arxiv.org/abs/2609.31288",
   "date": "2026-09-25",
   "status": "verified",
   "track": "Understanding & modernisation",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#model-retires"
  },
  {
   "figure": "8%",
   "claim": "LLM migrations that switched model provider",
   "source": "Kim, arXiv:2609.31288",
   "url": "https://arxiv.org/abs/2609.31288",
   "date": "2026-09-25",
   "status": "verified",
   "track": "Understanding & modernisation",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#model-retires"
  },
  {
   "figure": "94.98%",
   "claim": "Best strict governance-gate success by an LLM (Gemini 3.8 Flash; GPT-5.6 Luna 83.29%, DeepSeek v4.1 Flash 74.18%; 300 synthetic projects, 899 runs)",
   "source": "Canale, arXiv:2609.29345",
   "url": "https://arxiv.org/abs/2609.29345",
   "date": "2026-09-24",
   "status": "verified",
   "track": "People & operating model",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#last-human-gate"
  },
  {
   "figure": "1,700 of 1,700",
   "claim": "Governance gates passed by a deterministic rules baseline",
   "source": "Canale, arXiv:2609.29345",
   "url": "https://arxiv.org/abs/2609.29345",
   "date": "2026-09-24",
   "status": "verified",
   "track": "People & operating model",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#last-human-gate"
  },
  {
   "figure": "0.5%",
   "claim": "Lost-ack writes duplicated by instructed frontier-model agents when a read-back was available",
   "source": "Li, LIMBO, arXiv:2609.29095",
   "url": "https://arxiv.org/abs/2609.29095",
   "date": "2026-09-24",
   "status": "verified",
   "track": "Agents that build",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#tech"
  },
  {
   "figure": "56–74%",
   "claim": "Lost-ack writes duplicated by frontier-model agents with no read-back",
   "source": "Li, LIMBO, arXiv:2609.29095",
   "url": "https://arxiv.org/abs/2609.29095",
   "date": "2026-09-24",
   "status": "verified",
   "track": "Agents that build",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#tech"
  },
  {
   "figure": "28% → 4%",
   "claim": "Agent duplicate writes without vs with an idempotency key on every write",
   "source": "Li, LIMBO, arXiv:2609.29095",
   "url": "https://arxiv.org/abs/2609.29095",
   "date": "2026-09-24",
   "status": "verified",
   "track": "Agents that build",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#tech"
  },
  {
   "figure": "40 of 111",
   "claim": "Agent approval records where the fields a human sees left effects uncovered",
   "source": "Agent Approval Laundering, arXiv:2609.28586",
   "url": "https://arxiv.org/abs/2609.28586",
   "date": "2026-09-23",
   "status": "verified",
   "track": "Verification & trust",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#myth"
  },
  {
   "figure": "1,000 PRs in 7 days",
   "claim": "PRs merged by Kiro's team with 3 engineers and 50+ concurrent agent sessions (no quality metrics disclosed)",
   "source": "Kiro blog",
   "url": "https://kiro.dev/blog/software-factory-1000-prs/",
   "date": "2026-09-18",
   "status": "self-reported",
   "track": "Agents that build",
   "cited_in": "https://thedabbawalaprotocol.com/issues/01/#teardown"
  }
 ]
}