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calibration/BUDGET.md
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# Prime Intellect budget ledger —
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- Starting balance (2026-08-
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- Authoritative accounting source: `prime --plain wallet`
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- Balance after native smoke: **$1,176.15**
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- Smoke wallet spend: **$0.72** (trace-recorded: $0.7153)
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- Balance after stopping the stable Luna screen tail: **$1,167.48**
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- Total wallet spend through the broad screen: **$9.39**
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- Broad screen retained 91/96 completed rules (at least 10 per family); its five
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remaining in-flight tail cases were cancelled once neither possible outcome
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could change the adaptive-stage decision. Trace-recorded completed cost:
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**$8.2253**.
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- Balance during the five-rule v5 global-history probe (2026-08-10 15:25
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America/Mexico_City): **$1,160.14**.
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- Total wallet spend through the completed 42-rule adaptive supplement and the
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in-flight global probe: **$16.73**. This leaves **$233.27** inside the
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calibration cap and **$1,160.14** for calibration plus the later full-scale
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evaluation.
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## Stage caps
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| Stage | Maximum wallet spend | Gate before continuing |
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|---|---:|---|
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| Native 100-turn model/context smoke | $10 | No protocol, context, or systematic tool-use failures |
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| One-deal Luna screen (96 rules maximum) | $50 | Every family has candidates near the reward target |
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| Terra + DeepSeek Pro confirmation (97-rule expanded maximum after the targeted gate) | $120 | Per-family reward bands are estimable and candidates remain |
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| Sol sentinels, repeat deals, provider overhead | $70 | Only boundary/selected rules; stop at total cap |
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The workflow checks the wallet after every paid stage. Trace-reported cost is
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diagnostic; the wallet delta is binding because provider errors and aborted
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requests may not appear in accepted traces.
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## Cost-control rules
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- Candidate generation, validation, equivalence checks, and observability run locally.
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- No broad Grok or Sol screen during calibration; those models belong in the
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later confirmatory evaluation.
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- No paid stage expands automatically. It must satisfy its quality gate and
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remain inside both its stage cap and the $250 total cap.
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- Context-limit/provider-failed traces are not scored as zero-reward episodes.
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- Repeated deals are allocated to selected or high-variance rules, not to the
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full candidate pool.
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## Completed stages
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### Native Luna smoke
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- 8 valid episodes, one per family; the preceding turn-0 tool-server failures
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made no model calls and are excluded.
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- Maximum valid plays: 97; maximum model calls: 103.
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- Maximum final request context: 68,391 tokens (6.5% of Luna's 1.05M window).
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- Valid-episode solve rate: 0.125; mean reward: 0.1138. This was an intentionally
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hardest-sentinel smoke, not a dataset estimate.
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- No context, provider, card-supply, scoring, or stopping failures.
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### Broad Luna reward screen
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- 91 completed rules; 10–12 observations per family.
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- Family mean reward ranged from 0.000 (chunk/global) to 0.726 (static), proving
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that aggregate calibration would reproduce the original family-confounding
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problem.
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- Periodic-cycle reward was already inside the 0.20–0.42 family band. Six
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targeted replacements were allocated to each of the other seven families,
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for a 42-rule adaptive supplement rather than another full-bank pass.
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### Adaptive Luna supplement
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- 42/42 targeted rules completed, six each for the seven families outside the
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broad-screen band.
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- The supplement produced useful intermediate/late candidates for first-order
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transition and static-predicate rules. Conditional, compositional, and the
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original global-history templates remained mostly at the floor, so these
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traces are used only for candidate triage and are not reported as final model
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estimates.
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- Some old-protocol supplement episodes ended after 94–99 valid plays because
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invalid actions consumed the 115-call framework cap. The final v5 protocol
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exposed that even a 150-call cap could stop one adversarial rollout at 98
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valid plays. The final v6 protocol uses a 250-call cap; every reported
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confirmation episode is rerun under v6.
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### Locked-v6 Luna/Terra confirmation
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- The common 80-rule stage retained 79 valid Luna and 77 valid Terra traces.
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Trace-recorded cost was **$14.52** and **$30.21**, respectively.
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- Missing tail cells were not treated as zero-reward model failures. A
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three-episode static-predicate repair stage was allocated so final selection
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can require three valid model observations per rule.
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- Initial confirmation showed useful intermediate and late behavior in most
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families, but compositional, higher-order, and global-history means remained
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near the floor. This triggered a final **17-rule** supplement rather than a
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broad repeat: four compositional, nine dynamic global-history, and four
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higher-order candidates.
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### Final common-panel confirmation
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# Prime Intellect budget ledger — v2.1 final calibration
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- Starting settled balance (2026-08-11): **$1,049.90**
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- Final hard calibration cap: **$650.00**
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- Final settled balance (2026-08-12): **$439.26**
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- Total wallet spend: **$610.64**
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- Amount under cap: **$39.36**
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- Remaining full-evaluation reserve: **$439.26**
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- Authoritative accounting source: `prime --plain wallet`
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## Cost controls used
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- Paid calibration used Gemini 3.1 Pro and GPT-5.6 Sol only; the expensive
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original panel remains reserved for the final evaluation.
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- One deal per candidate, with targeted repairs only after family/tier review.
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- Local compilation, behavioral uniqueness, acceptance balance, and
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observability filters preceded all paid screening.
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- Wallet delta is the binding total. Per-trace usage is diagnostic because
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provider failures and interrupted work are not always represented completely
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in trace cost totals.
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- Inference stopped after the final Gemini confirmation wave produced repeated
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upstream 400s and request timeouts. Those partial traces are preserved as
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right-censored evidence; no budget was spent retrying them again.
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## Ledger
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| Checkpoint | Balance | Cumulative spend | Decision |
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| Start | $1,049.90 | $0.00 | Begin local validation and minimal provider diagnostics |
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| Heartbeat diagnostics | $1,033.87 | $16.03 | Isolate Gemini signed-state failure |
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| Protocol v10 diagnostic | $943.33 | $106.57 | Reject 16k per-play completions as too expensive |
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| Protocol v11 lock | $789.87 | $260.03 | Required tool use removes thought-only early stops |
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| Screens and targeted repairs complete | approximately $446 | approximately $604 | Freeze paid broad screening; only final Gemini check remains |
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| Final settled checkpoint | **$439.26** | **$610.64** | Stop inference; $39.36 below cap |
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The last line is authoritative. Intermediate approximate lines are retained to
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explain stage decisions, not to supersede the settled wallet delta.
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