This website is for educational purposes only and does not constitute investment advice. Always do your own research and assess your own risk tolerance before making investment decisions.

US Outcome & Track Record Decided by: AI 🤖

AI · Berkshire Mirror — Track record

Every elapsed decision is graded against what prices actually did — hit-rates and errors per signal family, plus the cost of the decisions this book chose not to take.

AI · Berkshire Mirror is an academic paper portfolio — virtual money, decided by AI and filled by a deterministic auto-executor. Incepted 2026-07-06. Position sizes and account values are never published; performance is shown only as a base-100 Total-Return Index.

315 graded 0 pending 1W calibration -0.49 How far along the 1-week path a decision typically gets: the fraction of the decided move realized after one week, measured across this book's graded decisions. Feeds a bounded conviction adjustment back into future decisions.

Scorecard

Hit-rates per signal family.

Signal familyDirnHit 1WHit 4WHit 12WMed err 1WStop-firstBiasStatus
FailedBreakout_Down_20Dsell10155%47%——0%+1● active
NoTradesell6545%43%——0%-1● active
RallySell_BearTrendsell2470%65%——0%+4● active
PullbackBuy_VWAPbuy157%7%—-6.8%87%-9● active
FailedBreakdown_Up_20Dsell1323%15%——0%-5● active
NoTrade (L2 stop-break basis)sell1240%43%——0%-2● active
BreakdownDown_20Dsell944%44%——0%-1● active
ReversalUp_Oversold (L2 stop-break basis)sell956%———0%+1● active
MomentumContinuation_Upbuy743%0%—-3.6%43%-1● active
BreakdownDown_52Wsell633%100%——0%-3● active
AnticipationUp_VCPsell560%60%——0%+2● active
AnticipationUp_VCPbuy40%0%—-11.9%100%0○ building sample (4/5)
BreakoutUp_20Dsell425%25%——0%0○ building sample (4/5)
BreakoutUp_52Wbuy40%0%—-5.5%50%0○ building sample (4/5)
BreakoutUp_20Dbuy333%100%—-2.2%0%0○ building sample (3/5)
BreakoutUp_52Wsell367%67%——0%0○ building sample (3/5)
BreakdownDown_20D (L2 stop-break basis)sell20%———0%0○ building sample (2/5)
FailedBreakdown_Up_20D (profit-take armed+c)sell2100%———0%0○ building sample (2/5)
FailedBreakdown_Up_20Dbuy20%0%—+0.3%50%0○ building sample (2/5)
NoTrade (profit-take armed+b)sell20%———0%0○ building sample (2/5)
NoTrade (profit-take armed+b+c)sell250%0%——0%0○ building sample (2/5)
NoTrade (profit-take armed+c+d)sell20%———0%0○ building sample (2/5)
OversoldBounce_Up (L2 stop-break basis)sell2100%———0%0○ building sample (2/5)
RallySell_BearTrend (L2 stop-break basis)sell250%100%——0%0○ building sample (2/5)
ReversalUp_Oversoldsell250%50%——0%0○ building sample (2/5)
FailedBreakdown_Up_20D (profit-take armed+a)sell10%———0%0○ building sample (1/5)
FailedBreakdown_Up_2sell10%0%——0%0○ building sample (1/5)
FailedBreakout_Down_20D (L2 stop-break basis)sell10%0%——0%0○ building sample (1/5)
MomentumContinuation_Up (profit-take armed+a)sell1100%———0%0○ building sample (1/5)
MomentumContinuation_Upsell1100%100%——0%0○ building sample (1/5)
NoSignal (profit-take armed+b+c)sell1100%———0%0○ building sample (1/5)
NoSignalsell10%0%——0%0○ building sample (1/5)
NoTrade (profit-take armed+b+d)sell10%———0%0○ building sample (1/5)
NoTrade (profit-take armed+c)sell1100%———0%0○ building sample (1/5)
NoTrade (stop-break basis)sell1100%100%——0%0○ building sample (1/5)
PullbackBuy_VWAPsell10%0%——0%0○ building sample (1/5)
ReversalDown_Overbought (profit-take armed+a)sell10%———0%0○ building sample (1/5)
ReversalDown_Overbought (profit-take armed+c)sell1100%0%——0%0○ building sample (1/5)

Counterfactuals Counterfactuals grade decisions that were NOT executed — expired queues, no-chase rules, untaken optional trims — against what the market then did. They are kept strictly separate from the calibration cells above.

What the decisions we didn't take would have done.

  • Optional trims not taken — 331 cases , median would-have 1W move +0.4% → verdict: saved
  • No-chase queue (queued a pullback instead of chasing) — 33 cases , median would-have 1W move -0.6% → verdict: saved

Counterfactuals are advisory evidence for the book's learnings reviews — never blended into the calibration cells.

This website is for educational purposes only and does not constitute investment advice. Always do your own research and assess your own risk tolerance before making investment decisions.