{
  "schema": "s2s-bench-v1",
  "exhibit": "chair-trials",
  "published_utc": "2026-08-13",
  "status": "PUBLISHED — live at research.strata2signal.com.",
  "licence": "CC BY 4.0",
  "attribution": "strata→signal research, research.strata2signal.com",
  "hardware": "One 96G VRAM workstation, which also answered live requests for three of our apps throughout these trials — two public, one serving playtests for humans and agents alike. Contention is measured in both directions and published with the figures rather than assumed away.",
  "dataset": "chair-trials-c6-serving",
  "table": "C6",
  "what_this_is": "Twenty-six real asks against the production path of a live public app while the bench was a guest on the same box. Four probes: a ten-ask drip with a heavyweight co-resident, a five-ask burst, three concurrent pairs, and two cold visitors after six minutes of silence. Every ask was served.",
  "verdict_discipline": "DESCRIPTIVE — no floors, no winner, no ordering by margin",
  "base_url": "https://rulesage-live.strata2signal.com",
  "columns": {
    "regimes": [
      "regime",
      "asks",
      "wall s — median",
      "wall s — min–max",
      "queue wait s — median",
      "generation s — median",
      "overlap observed",
      "outcome"
    ],
    "drip": [
      "ask",
      "regime",
      "send offset s",
      "queue wait s",
      "generation s",
      "wall s",
      "asks ahead @poll",
      "overlap"
    ],
    "burst": [
      "ask",
      "send offset s",
      "queue wait s",
      "generation s",
      "wall s",
      "asks ahead @poll",
      "completion order"
    ],
    "pair": [
      "book",
      "trial",
      "arrival",
      "queue wait s",
      "wall s",
      "second-arrival penalty s",
      "finished first"
    ],
    "cold": [
      "book",
      "trial",
      "quiet window s",
      "queue wait s",
      "generation s",
      "wall s",
      "seat at window close"
    ]
  },
  "counting_rules": {
    "wall_s": "POST leaving this process to the ruling page's bytes in hand, including the app's queue. It INCLUDES the app's queue, deliberately: when ten people ask inside a hundred seconds and the box answers one at a time, nine of them wait, and a figure that hid the queue would be measuring the app's politeness.",
    "poll_interval": "Every transition is observed at the app's own fastest self-refresh cadence, 1 s, and is accurate to within one interval. None of these is a server timestamp, and no figure here can resolve anything faster than the poll.",
    "queue_and_generation": "queue_wait_s = send → the first poll that shows the ask being worked on. generation_s = that poll → the ruling. Both quantised to the poll interval.",
    "second_arrival_penalty": "The later completion's wall_s minus the earlier completion's, both measured from their own POST. The two asks of a trial are the same book at different player counts, so the difference is about arrival order rather than rulebook length.",
    "overlap": "overlap_candidate_generating is computed from TIMESTAMPS, never from intent: the ask's window intersected with the co-resident generation's window, or it did not. An ask in the generating regime whose overlap is false publishes as false, and five of them did.",
    "asks_ahead": "`max_ahead_observed` — the largest queue depth the APP ITSELF displayed to that ask, scraped from its wait page at the one-second poll. It is an observation, not a computed concurrency: the ask currently generating is the holder, not 'ahead', so on a saturated queue this column reads one lower than the number of asks actually in flight when the ask was sent. The burst's fifth ask is the worked example — the column says 3 and four earlier asks were still unfinished at its send. Both facts are in this file: `max_ahead_observed` per record, and `send_epoch` / `end_epoch` on every record so the in-flight count can be recomputed. An em dash means no poll ever showed a queue position.",
    "regime_outcome": "Two regimes are TIED on wall_s when their min–max ranges overlap. All three drip regimes overlap all three ways, so the outcome column reads TIED on every row — including the row whose median is the lowest, which is exactly the row a table-only reader would otherwise screenshot as a finding.",
    "content_rule": "asks are scored on CONTENT (a registered setup-shaped phrase in the served ruling), and the content check is recorded, never a gate — an honest abstain is a served answer",
    "statistics": "min / median / max / n only, per probe and per regime. No p95 anywhere — the largest set in this leg is ten. Counts of N everywhere; no rate in this leg is published as a bare percentage.",
    "tie_rule": "Two regimes read TIED on wall_s when their min–max ranges overlap. All three drip regimes overlap, and the page says so rather than reading a median difference as a finding.",
    "no_checkpoints_in_flight": "no canary and no checkpoint call is made while asks are in flight; a checkpoint fired mid-probe would be contention we caused"
  },
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      "baselines": 3,
      "cadence_s": 10.0,
      "kick_at_s": 50.0,
      "regimes": [
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          "regime_display": "co-resident, idle",
          "asks": 5,
          "ask_keys": [
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            "drip#2",
            "drip#3",
            "drip#4",
            "drip#5"
          ],
          "candidate_resident": true,
          "wall_s": {
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            "median": 19.339,
            "min": 17.9,
            "max": 23.85
          },
          "queue_wait_s": {
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            "median": 8.698,
            "min": 0.74,
            "max": 13.242
          },
          "generation_s": {
            "n": 5,
            "median": 9.857,
            "min": 5.507,
            "max": 17.674
          },
          "overlap_observed": 1,
          "served": 5
        },
        {
          "regime": "candidate-generating",
          "regime_display": "co-resident, generating",
          "asks": 5,
          "ask_keys": [
            "drip#6",
            "drip#7",
            "drip#8",
            "drip#9",
            "drip#10"
          ],
          "candidate_resident": true,
          "wall_s": {
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            "median": 17.69,
            "min": 16.314,
            "max": 19.689
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          "queue_wait_s": {
            "n": 5,
            "median": 7.61,
            "min": 5.94,
            "max": 8.97
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          "generation_s": {
            "n": 5,
            "median": 9.625,
            "min": 8.15,
            "max": 11.264
          },
          "overlap_observed": 1,
          "served": 5
        },
        {
          "regime": "quiet",
          "regime_display": "quiet — no co-resident",
          "asks": 3,
          "ask_keys": [
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            "drip-baseline#12",
            "drip-baseline#13"
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          "candidate_resident": false,
          "wall_s": {
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            "min": 18.092,
            "max": 18.207
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          "queue_wait_s": {
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          "generation_s": {
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            "median": 10.075,
            "min": 9.679,
            "max": 16.614
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          "overlap_observed": 0,
          "served": 3
        }
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          "seat_at_window_close": {
            "seat_resident": true,
            "seat_context_length": 32768,
            "seat_size_vram": 17474319810,
            "seat_expires_at": "2318-11-22T17:26:00.04579433-07:00",
            "residents": [
              "gemma4:26b",
              "gemma4:12b",
              "nomic-embed-text:latest"
            ],
            "reading": "seat resident at window close — a cold QUEUE, not a cold seat"
          }
        }
      ]
    }
  },
  "withheld": "Each ask also recorded a window of the serving daemon's own log around it. Those lines are withheld from this file: they carry the host name, the daemon's process id and the shell command that fetched them, and none of that is a reader's business or a publishable fact. What the windows were FOR is published — they are how the co-resident's generation was correlated with the asks — and the correlation itself rides on every row as `overlap_candidate_generating`.",
  "counts": {
    "asks_registered": 26,
    "asks_sent": 26,
    "asks_unspent": 0,
    "served": 26,
    "ok": 26,
    "not_ok": 0,
    "content_marker_found": 26,
    "run_seconds": 1118.2
  },
  "outcomes": [
    "SERVED"
  ],
  "cadences_used_s": {
    "drip": 10.0,
    "burst": 2.0,
    "pair_gap": 30.0,
    "candidate_kick_at": 50.0,
    "cold_quiet": 360.0,
    "registered": {
      "drip": 10.0,
      "burst": 2.0,
      "pair_gap": 30.0,
      "candidate_kick_at": 50.0,
      "cold_quiet": 360.0
    }
  },
  "golden": {
    "artifact": "c6-asks.json",
    "sha256": "31817ea02bb5f107ecf0b2d058ae7261bc2cfc43781a3e5450e2ec4ccd2e2979",
    "n_asks": 26,
    "n_distinct_games": 20,
    "n_distinct_game_question_pairs": 23,
    "question_shape": "How do I set up {title} for {players} players?",
    "published_in_this_kit": "c6-asks.json — every ask this leg was allowed to send"
  },
  "limits": [
    "The poll interval is a floor. Nothing in this leg resolves faster than one second, and every transition is quantised to it.",
    "Game is a confound ACROSS probes: each probe uses different books, so a drip wall and a cold wall are not comparable. The three paired quiet baselines are the only within-item comparison in the leg.",
    "The regimes do not separate. All three drip regimes' wall ranges overlap, which by the pre-registered tie rule reads TIED — a finding, and NOT evidence that co-residency is free at every scale.",
    "The co-resident's generation lasted about five seconds, not the fifty the regime spans, so 'actively generating' is a weaker treatment than the design intended. Published as measured, with the overlap flag on every ask.",
    "The cold probe measured a cold QUEUE, not a cold seat: the seat was still resident at both windows' close, because production holds it. A genuinely cold seat would cost a model load on top of everything printed here.",
    "Two trials is not a distribution. The cold rows are two walls with their receipts, and they are printed as two walls."
  ],
  "provenance": {
    "artifacts": [
      {
        "role": "the probe record every figure here is copied out of",
        "artifact": "c6-serving.json",
        "sha256": "a29016e091b07207c4c0b47de1bc9f6213053136f41e81351b7b9acd5b482cdd"
      },
      {
        "role": "the frozen ask file — the denominator and the budget",
        "artifact": "c6-asks.json",
        "sha256": "31817ea02bb5f107ecf0b2d058ae7261bc2cfc43781a3e5450e2ec4ccd2e2979"
      },
      {
        "role": "the prober",
        "artifact": "c6_drip.py",
        "sha256": "03d343286e94299b48d0033a23c9a35823810c83e227739c5c713ba9a5d3db0c"
      },
      {
        "role": "pre-registration, committed before the first ask",
        "artifact": "PREREG-C6-drip.md",
        "sha256": "37fe582063a59cf62a216377e3a76f98f48d24181fce0b186410bb2da7280af0"
      }
    ],
    "ran_at": "2026-08-12T18:21:55-06:00",
    "run_seconds": 1118.2,
    "path": "The public app over its public hostname, non-streaming path, redirects never followed automatically — the redirect IS the measurement.",
    "no_paths": "Artifacts are named, never located. No box names, no addresses, no filesystem paths."
  },
  "contamination_caveat": "Published 2026-08-13. Models with a later training cutoff may have seen these sets. We author fresh sets each cycle; this one is not a standard, it is our kit, yours to reuse.",
  "not_a_standard": "Our own trials, our own hardware, for our own chairs. Not first independent numbers, and not a benchmark."
}
