RATCHET
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Overview

Where the model stands, and what it did without being asked.

reading the live Worker

CREATOR

demo-creatormaking5.1 posts/week12,000 followers
Exploration budget 25%Last memory update 8/28/2026, 12:48:16 PMLast experiment matured 8/28/2026, 12:48:15 PM

MIND

online — cron runs hourly
  • Posterior v195 · 194 observations folded in
  • Last autonomous gate evaluation 8/28/2026, 2:17:00 PM
  • Last follow-up none yet

Closed experiments

194

each one taught the model once

Strongest belief

question +0.24σ

the feature the model bets on

Uncertainty

±0.25

mean 95%-interval half-width

Own data

98%

2% still the niche prior

Next action

All briefs

Make a list format with a question-based opener, a text-dominant thumbnail, 10-20 minutes, posted weekend afternoons, around topic cluster 3.

predicted +0.21σ [-0.66, 1.07]

exploitblockedsampled highest under the posterior draw

Scores highest under the current posterior draw; the deciding features are topic_cluster:topic_2, hook_type:question, publish_slot:weekend_pm.

Active experiments

Full ledger

Recent belief changes

All changes
  • Post beat its baseline by 0.57σ. Moved: topic_cluster:topic_7 +0.026, publish_slot:weekday_late +0.021, format:shorts +0.018.

    #194

    8/28/2026, 12:48:16 PM · topic_7 +0.186 weekday_late -0.142 shorts -0.034

  • Post missed its baseline by 0.13σ. Moved: topic_cluster:topic_4 -0.011, hook_type:contrarian -0.007, length_bucket:under_60s -0.007.

    #193

    8/28/2026, 12:48:16 PM · topic_4 +0.149 contrarian -0.044 under_60s +0.115

  • Post missed its baseline by 1.76σ. Moved: topic_cluster:topic_2 -0.056, thumbnail_archetype:before_after -0.048, hook_type:number_list -0.043.

    #192

    8/28/2026, 12:48:16 PM · topic_2 -0.261 before_after +0.028 number_list -0.108

  • Post missed its baseline by 0.75σ. Moved: topic_cluster:topic_7 -0.033, length_bucket:20m_plus -0.028, thumbnail_archetype:none -0.026.

    #191

    8/28/2026, 12:48:16 PM · topic_7 +0.154 20m_plus -0.131 none +0.070

  • Post missed its baseline by 0.09σ. Moved: topic_cluster:topic_1 +0.006, format:vlog +0.004, hook_type:demo_first +0.004.

    #190

    8/28/2026, 12:48:16 PM · topic_1 -0.033 vlog -0.083 demo_first -0.053