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 Trades Decided by: AI 🤖

AI · US Tech — Trades

Every virtual fill this book has made, with the model's reasoning — the fused signal, valuation and news case — behind each. Prices are model fills; quantities are never shown.

AI · US Tech 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.

Fill history

7 recorded fills.

DateTickerNameSideFill PxSignalConvValuationWhy
2026-07-23TSMTaiwan Semiconductor ManufacturingSELL414.90FailedBreakout_Down_20D64GROWTH PRICED IN
rationale

TSMC's exit case has half-repaired, so we take profits on the de-risk rather than complete it: after a +5.5% session the shares closed at 424.61, back above the 50-day average and only 0.5% under our stop, which is no longer a decisive break - but the model's 12-week view (407.07) is still 4.1% BELOW the price and the engine still reads the name bearishly (AVOID, conviction 64 and rising) on a position we are underwater on. Q2 was a blowout (EPS +74.5%, FY26 revenue growth guided above 40%) yet the rally is a sector-wide AI bid on Taiwan's +83.6% US export orders, not a TSMC re-rating, and the capex raise to -64B is a real margin overhang. So: halve the position into strength at a price 5.5% better than the level the previous verdict was chasing, and keep the other half working with a raised stop. Operational: L2 re-tested and found half-satisfied (stop-break leg healed, negative-12wk leg survives) -> exit SCALED from a full reduce-to-30-residual down to a 50% trim; L3/UT-11 escalation of a FOURTH consecutive 30-share partial fill (txn ustech-20260722-0001) - act at the right size, do not drip a fifth session; G2 SUPPRESSES the valuation amplify (DCF vs price is ~10x broken) so the MoS<=-3 tier bump is deliberately NOT applied; UT-9 - PROFIT_ARMED prints at T12_Progress 104.31 on a -3.06% underwater position (Gain_ATR -0.74) = arm-on-loss mislabel, inert, this is a loss-trim not a profit-take; L5 f=0.30 (calib -0.299 degenerate); L6 no post-rebound chase. Residual on a raised stop 406.37 (close - 1xATR, ratcheted up from 385.00). Proceeds. · news

decided @ 424.61 · stop 406.37 · t12w 407.07

2026-07-22TSMTaiwan Semiconductor ManufacturingSELL418.74FailedBreakout_Down_20D64GROWTH PRICED IN
rationale

TSMC's exit case has half-repaired, so we take profits on the de-risk rather than complete it: after a +5.5% session the shares closed at 424.61, back above the 50-day average and only 0.5% under our stop, which is no longer a decisive break - but the model's 12-week view (407.07) is still 4.1% BELOW the price and the engine still reads the name bearishly (AVOID, conviction 64 and rising) on a position we are underwater on. Q2 was a blowout (EPS +74.5%, FY26 revenue growth guided above 40%) yet the rally is a sector-wide AI bid on Taiwan's +83.6% US export orders, not a TSMC re-rating, and the capex raise to -64B is a real margin overhang. So: halve the position into strength at a price 5.5% better than the level the previous verdict was chasing, and keep the other half working with a raised stop. Operational: L2 re-tested and found half-satisfied (stop-break leg healed, negative-12wk leg survives) -> exit SCALED from a full reduce-to-30-residual down to a 50% trim; L3/UT-11 escalation of a FOURTH consecutive 30-share partial fill (txn ustech-20260722-0001) - act at the right size, do not drip a fifth session; G2 SUPPRESSES the valuation amplify (DCF vs price is ~10x broken) so the MoS<=-3 tier bump is deliberately NOT applied; UT-9 - PROFIT_ARMED prints at T12_Progress 104.31 on a -3.06% underwater position (Gain_ATR -0.74) = arm-on-loss mislabel, inert, this is a loss-trim not a profit-take; L5 f=0.30 (calib -0.299 degenerate); L6 no post-rebound chase. Residual on a raised stop 406.37 (close - 1xATR, ratcheted up from 385.00). Proceeds. · news

decided @ 424.61 · stop 406.37 · t12w 407.07

2026-07-21TSMTaiwan Semiconductor ManufacturingSELL407.70NoTrade0GROWTH PRICED IN
rationale

Cut the loss on TSM: sell 206 of and keep only a 30-share tail. TSMC's Q2 was a genuine blowout - record revenue, profit +77% and full-year growth guidance lifted above 40% with Arizona spending raised to - but the market has spent five sessions selling that news, knocking the shares ~7% from the print on fears that the -64B capex bill compresses margins. Our own forward view has now flipped decisively negative: the 12-week projection has slid ->, i.e. 6% BELOW today's price, while the stock sits 5.7% under its protective stop and 8.2% underwater on cost. Strong fundamentals the tape refuses to pay for are not a reason to keep holding a broken chart, so we step out and leave a small tail in case the AI cycle reasserts. OPERATIONAL: third re-fire of the same armed exit - the 07-17 and 07-18 proposals each executed as only, so the de-risk is still incomplete; UT-11/L3/UT-3 say escalate the residual now, do not re-defer. L2 fully satisfied (decisive break of the 426.80 stop + negative 12wk + bearish/absent signal); row label is NO TRADE (conv 0, consensus conflict) but the label is not required. Residual on stop 385.00 (close - 1xATR); close 402.30 still above EMA200 359.77 so not a full below-EMA200 exit. Valuation val-blind: DCF vs price is broken -> G2 suppress, MoS -16.05 not applied. UT-9: PROFIT_ARMED prints (T12_Progress 106.51) on a -8.15% underwater position (Gain_ATR -2.10) = arm-on-loss mislabel, inert - this is a loss-cut, not a profit-take. Estimates: 1wk/4wk n/a (no Target_Price on a NoTrade row; model band 388.83-447.08), 12wk 377.71 (-6.1%); f=0.30 per L5 (calib_1w -0.299 degenerate). Execution pending the next US open 2026-07-21; reprice if the open gaps >~1.5%; grade from the execution price. L2/L3/L4/L5/L6/L8, UT-3/UT-9/UT-11 applied. · news

decided @ 402.30 · stop 385.00 · t12w 377.71

2026-07-18TSMTaiwan Semiconductor ManufacturingSELL392.12RallySell_BearTrend49GROWTH PRICED IN
rationale

Complete the armed L2 exit: sell 236 more of TSM (reduce -sh residual on stop 380.00). The prior 07-17 SELL 90% only PARTIALLY executed - the auto-executor sold just @ 392.12, leaving 266 held - so the de-risk is incomplete and per L3/UT-3 escalate rather than re-defer. The bear case has STRENGTHENED: row is bearish AVOID/RallySell_BearTrend (conv 49), Target_12Week flipped from +0.4% flat (07-17) to -3.8% NEGATIVE (383.29 vs close 398.37), and the close is a decisive break of the documented 426.80 stop (GainATR -2.15, -9.05% underwater). L2 fully satisfied (stop-break + negative 12wk + bearish signal). Keep a 30-sh residual (TSMC's record Q2 warrants a small tail; close 398.37 is still above EMA200 359.04 so not a full below-EMA200 exit) on stop 380.00 (close - 1xATR). News NEUTRAL for the trade: TSMC Q2 was a blowout (rev +36% YoY, EPS +77%, HPC 66%, + Arizona, FY26 guide >40%) but the stock SOLD the news (-2.77% post-print, still sliding) - fundamentals already priced, price action rejected them; news does not cancel the signal exit. Valuation GROWTH_PRICED_IN MoS -16.05 but DCF is broken -> G2 suppress, val-blind. PROFIT_ARMED prints but underwater (GainATR -2.15) = arm-on-loss mislabel, not a profit-take. Execution pending next US open 2026-07-20; reprice if the open gaps >~1.5%; grade from the execution price. Proceeds L2/L3/L4/L5/L6/L8 applied. · news

decided @ 398.37 · stop 380.00 · t4w 403.50 · t12w 383.29

2026-07-16DELLDell Technologies IncBUY419.03PullbackBuy_VWAP90FAIR
rationale

DELL prints STRONG BUY - ADD conv 100 on PullbackBuy_VWAP with a AI-server backlog, FY27 EPS guide up, 19-up/0-down EPS revisions and a Street 12mo target - a genuinely strong AI-infrastructure name back above our cost. But it just popped +8% and closed 1.32 ATR above the model entry (RSI_DIV), so per no-chase (L6/UT-6) we queue the ADD at the 419.03 model entry rather than chase the pop; fills only on an ~8.4% pullback. Held-name ADD so quality gate N/A; val_adj -10 (MoS -3.06), size-mod 0.5x (MoS<=-3). Stop 420.12 (ratchet, do not lower to model 360.70). 12wk 651.99 exceeds DCF (growth-beyond-priced-in). Auto-withdraw if conv<65 or unfilled by 2026-07-17. · news

decided @ 419.03 · stop 420.12 · t1w 432.06 · t4w 462.46 · t12w 651.99

2026-07-10DELLDell Technologies IncBUY450.88PullbackBuy_VWAP90FAIR
rationale

Dell is the book's strongest signal — a fresh STRONG BUY (conv 100, Buy_Rank #1) on the L1-favored PullbackBuy_VWAP cell, the 3rd straight bullish print with conviction climbing ->100; news CONFIRMS (Evercore lifted its target ->Outperform on AI-infrastructure demand outrunning supply, Zacks Rank #1 Strong Buy, Street mean PT). We already hold (buy-stop filled today at 450.88), so this is a disciplined pyramid-ADD queued as a GTC buy-LIMIT at the model pullback entry 411.73 — ~8.5% BELOW the 450.22 close and below our cost, so it fills only on a genuine dip (no chase; L1/UT-6). Priced slightly rich (FAIR_VALUE, MoS_FV -2.50 -> val_adj -10, adj conv 90); size x0.75 -> add (0.6695*222*0.75). Stop 379.44 (model, ~1 ATR / -7.8% from entry). CAVEAT: model 12wk 641.56 far exceeds the DCF anchor and Street mean / Evercore -> realistic near-term objective is the -500 zone; 4wk 459.74 is the trade target. Executes at the next US open 07-10 as a GTC limit, expires 07-15 (spans 07-14 CPI — acceptable: a CPI-driven dip to 411 is a welcome fill). f=0.30 (calib degenerate, L5); L8 pending next open, reprice if the open gaps >~1.5%. · news

decided @ 411.73 · stop 379.44 · t1w 426.13 · t4w 459.74 · t12w 641.56

2026-07-08TSMTaiwan Semiconductor ManufacturingBUY438.02FailedBreakdown_Up_20D76
rationale

AI-foundry momentum upgraded to STRONG BUY (conv 76, Buy_Rank #3) off the settled 07-06 close: Barclays Overweight PT, consensus Strong Buy (13/17), 3nm capacity expansion (TW/AZ/JP) + wafer price hikes, +93% 52wk. Model prints a Market order at 451.79 but converted to a GTC buy-limit at the same price to avoid chasing into the 07-08 FOMC minutes (overlay: no new leverage into the print), 07-14 CPI, and Q2 earnings 07-16 -> fills only without a gap-up; expires 07-10, before earnings. FailedBreakdown_Up_20D is an L1-discounted chase cell and this is a single fresh print (L4) -> modest starter, not a max position. NA_CCY valuation -> val_adj 0, gate off. f=0.30 (L5). Sized 0.6695*1M*0.20 ->. · news

decided @ 451.79 · stop 438.91 · t1w 467.25 · t4w 503.31 · t12w 538.11

Learnings in force

What this book's own record has taught it.

Last reviewed 2026-07-18

L1

Favor PullbackBuy_VWAP entries over breakout/FailedBreakdown chases.

`PullbackBuy_VWAP|buy` is the most reliable buy cell (US hit ~0.86); `FailedBreakdown_Up_20D|buy` chases are weak (~0.25, stop-first ~60%) and `BreakoutUp_52W` 4wk targets overshoot +55-75% and mean-revert. On ties prefer the PullbackBuy; discount breakout/FailedBreakdown chases.

L2

Trim on the stop-break + negative-12wk combo; don't wait for the SELL-REDUCE label.

A decisive close below the recorded stop AND a negative 12wk is itself a signal-based exit (CLAUDE.md §9), even while the engine still prints NO TRADE.

L3

Execute the de-risk promptly.

A trim recommended but not executed keeps bleeding; act when a held name closes below stop with a negative 12wk, don't re-recommend the same trim for days.

L4

The settled close is authoritative; don't act on weak opens.

Intraday/BOD prints whipsaw. Flag intraday reads provisional; reserve firm acquire/dispose for the settled-close EOD.

L5

Distrust the model 1-week estimate when `calib_1w` is degenerate.

If the scorecard `calib_1w_fraction` is <=0 or wildly unstable, fall back to f=0.30 for the 1wk interpolation and flag it.

L6

Don't chase post-earnings gaps.

A blowout (e.g. MU +14% AH) often round-trips within days; wait for the pullback to the model entry.

L7

(ARCHIVED for ustech — ADR-0014 standalone) Same-pool/cross-book shares execute ONCE.

Applied when ustech mirrored us. Post-2026-07-06 ustech runs on its own US seed with no shared shares — nothing to reconcile; own cash independently (UT-7). Retained only as the generic rule for a book that still shares a pool with us.

L8

EOD recommendations execute at the NEXT market open, not the decision close.

Persist actions as `execution_status: pending_next_open` with an `execute_on` date; action prices are close-refs — reprice/re-validate if the open gaps >~1.5%; the 1wk/4wk/12wk horizons and the scorecard grade from the execution date/price; live holdings/monitor stay unchanged until the JSON is updated post-fill; the next BOD reconciles pending proposals against the actual open.

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.