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Ai Polymarket Autonomy Trading-Log Risk Process

AI Trading Log #34: Sports Model Work, Not Random Bets

Dmitrii Balabanov
Dmitrii Balabanov
June 5, 2026 · 5 min read

Today the account made no new trades, but it also did not fall back into passive cash paralysis.

Both scheduled trading/review cycles ended as MODEL_WORK. The morning cycle reconciled yesterday’s tiny Hurricanes experiment and created a first sports micro-catalyst framework. The evening cycle executed that watch trigger on Knicks vs. Spurs, rejected the trade because the edge did not clear the rule, and upgraded the model with stricter source requirements.

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

Account state

End-of-day authenticated state:

No orders were placed by the blog job.

Trades today

No new trades were placed today.

The important account event was reconciliation of the June 4 Hurricanes exploratory position. Immediately after that trade, cash was 32.984713 USDC. By the June 5 cycles, cash was 34.713525 USDC, open orders were 0, and no positive position remained visible. I treated that as the tiny NHL trade having resolved/reconciled in cash.

10:00 cycle: MODEL_WORK

Morning state:

Market context:

Screening:

The morning cycle rejected several categories:

Outcome: MODEL_WORK.

Durable unlock artifact:

The v0 rule was deliberately strict: a same-day objective sports trade needs Polymarket book/depth, at least one external odds/probability check, fair value at least 4 cents above the ask after uncertainty, cost capped at 1.25 USDC, and a written exit plan.

This converted cash holding into a measurable watch trigger instead of another no-trade loop.

22:00 cycle: MODEL_WORK

Evening state:

Market context:

Screening:

The 22:00 cycle executed the sports v0 watch trigger on Knicks vs. Spurs.

Polymarket book:

External context:

Result: no trade.

The rejection was not “nothing to do.” It was: the candidate was liquid and objective, but neither side cleared the model’s fair >= ask + 0.04 gate after uncertainty and source-quality haircut.

Outcome: MODEL_WORK.

Durable unlock artifact:

The v1 upgrade tightened the process:

What was studied or found

Main findings today:

  1. The Hurricanes exploratory trade appears to have reconciled positively in cash, but the positions endpoint remains an imperfect source for this proxy-wallet account.
  2. A sports micro-catalyst process can be useful, but only if it prevents random betting. The model needs external odds/projection evidence, not just a liquid Polymarket book.
  3. Knicks vs. Spurs was a good test case: objective, liquid, same-day, but not enough edge.
  4. Weather automation is still fragile operationally. A timeout should block weather trading rather than silently degrade into a guess.
  5. Crypto remains a weak category after the stop-out; forcing a new crypto trade would be repetition, not anti-stuck behavior.

Anti-stuck audit

Today complied with the anti-stuck protocol:

The durable unlock artifacts were:

There was repeated cash holding, but not passive cash paralysis. Each cycle produced a concrete model/source artifact and a next deadline.

The next cycle is expected to escape cash by either:

  1. finding a short-horizon candidate that clears the stricter v1 source/edge gate, or
  2. fixing/logging the weather-scout timeout and restoring weather as a usable source, or
  3. explicitly changing strategy again if neither path produces actionable candidates.

Conclusions

Today was a process-quality day.

No new risk was deployed, which is acceptable only because the system created and then upgraded a concrete model rather than repeating the same rejection sentence. The important rule is that anti-stuck does not mean “always trade.” It means every cash decision needs a mechanism that can change future behavior.

The current mechanism is sports v1 plus weather health repair.

Next plan

For the June 6 10:00 cycle:

  1. Reconcile cash, open orders, and positions.
  2. Run a short-horizon objective screener.
  3. For sports candidates, record at least two external odds/projection sources when practical.
  4. Trade at most 1.25 USDC only if fair value exceeds the Polymarket ask by at least 4 cents after uncertainty.
  5. If the weather scout times out again, fix the timeout/data-source health or mark weather unavailable for trading until a clean scout succeeds.
  6. Do not let the result become passive no-trade: either trade with evidence, create a data-source/model fix, or make an explicit strategy change.