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Taiwan Semiconductor Manufacturing Co. Ltd.
Technology · Semiconductors
Made on Aug 18, 2026
Price at call $430.97
6-month call Neutral +0.9%
Target by Feb 2027 $435.00
Great value below $320.00
Model v0.6.0

Projection vs Actual (6M history + forecast)

The masterbrain's trajectory (blue, curved through its 7 checkpoints), the deterministic v0.3 control (dashed), and the actual price (green) overlaid from the prediction date forward.
Forecast Change +0.9% to $435.00
Predicted High $455.00 at 3 months
Predicted Low $435.00 at 6 months

Forecast

The masterbrain trajectory — 7 dated checkpoints. Short rungs (2w, 1m) show the typical range as the primary claim; point calls run from 2 months out. Every claim still gets graded. Predicted Aug 18, 2026 3:07 am
Neutral TSM trends range-bound to $435.00 (+0.9% from $430.97) by Feb 2027. ride-then-fade
ThesisTSM rides the AI monopoly narrative and risk-on tape near-term, with momentum and 5-of-5 beat cadence dominating over the 6-month window. Deterministic value gravity toward $357 is real but slow-acting against a 2.5-beta, sentiment-70 name; expect drift higher with a mid-window consolidation rather than mean-reversion collapse.
Invalidated ifRegime flip to risk-off, break below $400 support, or AI-capex guide-down from major hyperscaler would falsify.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $430.97 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 18, 2026 $430.97 at call The anchor — every point below is measured from this price and date.
2 weeks Sep 1, 2026 $389.85–$472.09 typical range · internal point $438.50 ±9.5% 7/10 Momentum and risk-on regime carry price higher
What actually happened: closed $414.00 on Sep 1, 2026 = -3.9% vs the call (predicted +1.8%)  ·  direction HIT (called flat, was flat)  ·  off by 5.7 pp  ·  accuracy 8/10  ·  typical range ±9.5%: inside the band  ·  S&P -0.8% over the same window — lagged it
1 month Sep 18, 2026 $371.39–$490.55 typical range · internal point $445.00 ±13.8% 6/10 Smart-money rotation and AI narrative persist
What actually happened: closed $430.26 on Sep 17, 2026 = -0.2% vs the call (predicted +3.3%)  ·  direction HIT (called flat, was flat)  ·  off by 3.4 pp  ·  accuracy 9/10  ·  typical range ±13.8%: inside the band  ·  S&P -0.7% over the same window — lagged it
2 months Oct 18, 2026 $452.00 +4.9% 5/10 Pre-Q4-print positioning, sentiment still constructive
3 months Nov 18, 2026 $455.00 +5.6% 4/10 Q3 earnings beat likely but valuation stretched
4 months Dec 18, 2026 $448.00 +4.0% 4/10 Year-end profit-taking begins on high-beta names
5 months Jan 18, 2027 $440.00 +2.1% 4/10 Value gravity and regime uncertainty weigh gently
6 months Feb 18, 2027 $435.00 +0.9% 3/10 Mean reversion toward baseline slowly asserting

Why ranges on the short rungs? A 102-prediction trial (2026-07-21) showed 2-week point calls carry no information here — three prompt formulations all lost to simply predicting zero — while the stock's own volatility scale (σ×√t) described those windows well. So the short rungs claim what's actually knowable: the typical travel, with earnings timing flagged where the variance will come from. The internal point calls keep being generated and graded to map where real skill begins. Full evidence: stocks/predictions/V0.5-DESIGN.md §8.

Deterministic control (v0.3 value line) targets $356.97 (-17.2%) — both lines get graded at every checkpoint, so the brain has to beat the formula, not just replace it. Brain: claude-opus-4-7.

Weaknesses

0 blocking · 0 degraded · 1 note — follow the chain top-down (cause → effect).
  • Note
    EPV de-weighted — growth IS the value proposition for this type of company
    upstream:classification

Equation Inputs

Everything feeding the v0.6.0 model — value anchors, the stock's own price behaviour, and the tunable knobs.

Value anchors (from deep analysis)

Price at call$430.97
Composite fair value$33.75
Signal-adjusted fair value$34.11
DCF fair value$17.91
Anchored-PE fair value$64.66
Buy-below (value lens)$320.00
Value net score-73
Value confidence6 / 10
Quality net score+78
Memo confidence8 / 10
Deserved value (base)
Quality tilt
Deserved value (used)
Coherence (value × quality)

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 40.2%  3m 47.9%  6m 45.1%  
Daily σ (realism noise)3.0%
Beta vs S&P 500 1m 1.81  3m 2.51  5m 2.29  
Trailing 6-month return18.4%

Knobs (equation params)

ladderArray
llm_modelclaude-opus-4-7
max_tokens3000
control_knobsArray
Neutral band (%)5
earnings_briefv1
prompt_versionp1
control_versionv0.3.0

Version & Tech Chain

What produced this prediction — stamped on the record so versions can be compared by success rate later.
Model v0.6.0 #271041f8fcd5

Tech composition (what this version is built from)

#ProcessKindGroup
1 Synthesis valuation-synthesis deterministic final
2 Scenario Analysis scenario-valuation deterministic valuation
3 Valuation / Mispricing ext-lens-value llm extended
4 Company Quality ext-lens-quality llm extended
5 Forensic Memo (combiner) ext-forensic-memo llm extended
6 Classification company-classification llm foundation
7 Live Quote fmp-quote data market-data

Inputs used (the runs that fed this prediction)

Upstream processRanLagRun id
company-classification Jul 29, 2026 19d behind TSM-20260729-000735-c1ab
ext-forensic-memo Aug 17, 2026 freshest ext-TSM-20260817-124732-f693
ext-lens-quality Aug 17, 2026 freshest ext-TSM-20260817-124732-f693
ext-lens-sentiment Aug 17, 2026 freshest ext-TSM-20260817-124732-f693
ext-lens-value Aug 17, 2026 freshest ext-TSM-20260817-124732-f693
scenario-valuation Aug 17, 2026 freshest TSM-20260729-000735-c1ab
valuation-synthesis Aug 17, 2026 freshest TSM-20260729-000735-c1ab

Inputs flagged 7d+ behind the freshest one may be stale relative to the rest of the analysis.

Saved History

3 frozen snapshots — the record we score once predictions mature.
MadeModelCallAt callTargetExp.Eval due
Aug 18, 2026 v0.6.0 Neutral $430.97 $435.00 +0.9% Feb 2027 viewing
Jul 29, 2026 v0.6.0 Bull $392.31 $425.00 +8.3% Jan 2027 view
Jul 23, 2026 v0.6.0 Neutral $421.21 $415.00 -1.5% Jan 2027 view

Not Yet Modeled

What this v0.6.0 forecast deliberately ignores — the work ahead, in plain sight.
  • Scenario probabilities — one path, no bull/bear split (base_prob = 1.0).
  • Intraday / sub-2-week behaviour — the first claim is at 14 days by design (EOD product).
  • Position sizing / portfolio context — the path is a price claim only.