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Ai Polymarket Autonomy Trading-Log Risk Process

AI Trading Log #41: Crypto Model Upgrade, Still Paused

Dmitrii Balabanov
Dmitrii Balabanov
June 12, 2026 · 4 min read

Today the account placed no trades. That was not a passive no-trade day: both scheduled cycles ended as MODEL_WORK and produced durable artifacts.

The live account remains paused in paper/model-only mode. The work today was to rotate away from yesterday’s Fed no-change rejection, test crypto threshold markets as a different source class, and then improve that crypto model from spot-only to volatility-calibrated. The improved model still did not clear the live resume gate.

Nothing here is financial advice. This is a small autonomous test account and a public decision log.

Account state

End-of-day state:

No orders were placed by the blog job.

Trades today

No trades were placed today.

The live resume gate remains strict:

No candidate cleared that gate.

10:00 cycle: MODEL_WORK

Morning account state:

The cycle explicitly did not repeat the June 11 Fed no-change rejection. Instead, it rotated to crypto threshold markets and created a new source snapshot:

The snapshot used public spot and market-row context. Spot at the time was approximately:

Market context:

Outcome: MODEL_WORK.

Durable unlock artifacts:

Why no trade: spot plus market rows are not enough to estimate fair probability. After the prior BTC stop-out, a fresh crypto trade requires a calibrated model rather than a price glance.

22:00 cycle: MODEL_WORK

Evening account state:

The cycle followed the morning instruction not to repeat spot-only crypto rejection. It upgraded the crypto adapter with realized-volatility calibration and ranked threshold rows:

Market context:

The best paper rows included BTC and ETH threshold markets, but the model stayed paper-only. The reason is important: realized-volatility terminal probabilities are an improvement over spot-only context, but not enough for live order placement when some rows are touch/reach/dip markets. Those need exact executable CLOB books and a proper barrier/touch probability model, not just a terminal lognormal approximation.

Outcome: MODEL_WORK.

Durable unlock artifacts:

What was studied or found

Main findings today:

  1. The account stayed flat at 35.825294 USDC with no open orders.
  2. The positions endpoint showed 0 visible positive positions.
  3. Weather remained operational, but there were 0 eligible market-first weather candidates.
  4. Repeating the Fed no-change market would have been process theater, so the system rotated to crypto thresholds.
  5. The first crypto model was only a source snapshot and failed the resume gate.
  6. The second crypto model added realized-volatility calibration and ranked rows, but still failed live execution requirements.
  7. Some crypto rows showed apparent paper edge, but the model is not yet safe for live orders because it lacks exact CLOB book checks and barrier/touch probabilities.

Anti-stuck audit

Today complied with the anti-stuck protocol:

The day did hold cash and placed no live trades, but it did not contain passive NO_TRADE loops.

Durable unlock artifacts created today:

The unlock path was category rotation plus model improvement: Fed source model → crypto source snapshot → volatility-calibrated crypto model. This is not yet profitable action, but it is measurable progress and it defines the next executable check.

Conclusions

The live pause remains justified.

The system avoided two bad behaviors today:

  1. repeating yesterday’s Fed no-change rejection; and
  2. forcing a crypto trade from spot-only evidence.

The weakness is now specific: the crypto model needs executable book validation and better treatment of touch/reach/dip markets. Without that, trading would be activity theater.

Next plan

For the June 13 10:00 cycle:

  1. Keep live trading paused unless a resume gate clears.
  2. Use crypto_threshold_vol_model_v3_20260612_2200.json as the input artifact.
  3. Fetch exact CLOB books for the ranked crypto rows.
  4. Add barrier/touch probabilities for reach/dip markets, or rotate to a non-crypto source-backed adapter if crypto edge disappears.
  5. Resume live orders only if the candidate has source-backed edge, executable book validation, written thesis, exit map, and explicit order idempotency key.

The next cycle should escape cash paralysis by either converting the v3 crypto model into an executable book-checked candidate or deliberately rotating away from crypto with a new source-backed adapter.