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Advanced Micro Devices Inc
Technology · Semiconductors
Made on Aug 5, 2026
Price at call $518.58
6-month call Bear -17.1%
Target by Feb 2027 $430.00
Great value below $340.00
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 -17.1% to $430.00
Predicted High $495.00 in 2 weeks
Predicted Low $425.00 at 3 months
Max Drawdown (predicted) -18.0%

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 5, 2026 1:33 am
Bear AMD trends lower to $430.00 (-17.1% from $518.58) by Feb 2027. ride-then-fade
ThesisAMD is extended after a 110% six-month rip with a punishing sentiment shock (SpaceX defection, AI-diversification cracks) hitting into a risk-on tape. Expect near-term downside as momentum unwinds and value gravity (attractive only sub-$340) pulls the stock lower over months, with partial stabilization as the next earnings cycle approaches.
Invalidated ifA decisive reclaim above $560 on positive AI-customer news, or a major hyperscaler win announcement, would invalidate the fade thesis.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $518.58 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 5, 2026 — $518.58 at call — —The anchor — every point below is measured from this price and date.
2 weeks Aug 19, 2026 $430.11–$607.05 typical range · internal point $495.00 — ±17.1% 6/10 Sentiment shock continues bleeding through overextended tape
What actually happened: closed $468.04 on Aug 19, 2026 = -9.8% vs the call (predicted -4.6%)  ·  direction MISS (called flat, was down)  ·  off by 5.2 pp  ·  accuracy 4/10  ·  typical range ±17.1%: inside the band  ·  S&P +0.2% over the same window — beat it
1 month Sep 5, 2026 $390.38–$646.78 typical range · internal point $470.00 — ±24.7% 6/10 Momentum unwind accelerates as AI narrative cracks widen
What actually happened: closed $477.45 on Sep 4, 2026 = -7.9% vs the call (predicted -9.4%)  ·  direction HIT (called down, was down)  ·  off by 1.4 pp  ·  accuracy 10/10  ·  typical range ±24.7%: inside the band  ·  S&P -0.1% over the same window — beat it
2 months Oct 5, 2026 $445.00 — -14.2% 5/10 Value gravity pulls lower; high beta amplifies drift
What actually happened: closed $633.91 on Oct 2, 2026 = +22.2% vs the call (predicted -14.2%)  ·  direction MISS (called down, was up)  ·  off by 36.4 pp  ·  accuracy 2/10  ·  S&P 0.0% over the same window — lagged it
3 months Nov 5, 2026 $425.00 — -18.0% 5/10 No catalyst; profit-taking from 6-month runners
4 months Dec 5, 2026 $440.00 — -15.2% 4/10 Stabilization as earnings anticipation builds
5 months Jan 5, 2027 $455.00 — -12.3% 4/10 Pre-earnings positioning; track record of beats supports
6 months Feb 5, 2027 $430.00 — -17.1% 3/10 Post-print reaction uncertain; still above fair value

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 $0.00 (+0.0%) — 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 · 1 degraded · 7 notes — follow the chain top-down (cause → effect).
  • Degraded
    No usable fair-value anchor — brain-only (anchorless) mode: no v0.3 control line, prediction reasons from lenses/sentiment/regime/price behaviour.
    value_anchor
  • Note
    Traditional FCF-based DCF produces misleading results — company reinvests aggressively
    upstream:classification
  • Note
    EPV is meaningless — the entire value proposition is future growth/optionality
    upstream:classification
  • Note
    PE-based peer comparisons may fail — market values this outside its nominal industry
    upstream:classification
  • Note
    Valuation anchor absent: composite_fair_value.
    anchor:composite_fair_value
  • Note
    Valuation anchor absent: dcf.
    anchor:dcf
  • Note
    Valuation anchor absent: anchored_pe.
    anchor:anchored_pe
  • Note
    Valuation anchor absent: signal_adjusted.
    anchor:signal_adjusted

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$518.58
Composite fair value—
Signal-adjusted fair value—
DCF fair value—
Anchored-PE fair value—
Buy-below (value lens)—
Value net score-78
Value confidence8 / 10
Quality net score+44
Memo confidence— / 10
Deserved value (base)—
Quality tilt—
Deserved value (used)—
Coherence (value × quality)—

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 82.2%  3m 85.6%  6m 78.8%  
Daily σ (realism noise)5.4%
Beta vs S&P 500 1m 4.02  3m 4.49  5m 3.40  
Trailing 6-month return110.6%

Knobs (equation params)

ladder["w2","m1","m2","m3","m4","m5","m6"]
llm_modelclaude-opus-4-7
max_tokens3000
control_knobs{"w_dcf":0.5,"k_qual":0.200000000000000011102230246251565404236316680908203125,"reach_6m":0.450000000000000011102230246251565404236316680908203125,"coh_floor":0.5,"conf_gain":0.059999999999999997779553950749686919152736663818359375,"noise_phi":0.84999999999999997779553950749686919152736663818359375,"conf_floor":0.40000000000000002220446049250313080847263336181640625,"w_composite":0.5,"noise_window":"3m","flat_band_pct":5,"horizon_months":6,"noise_sigma_fallback":0.01499999999999999944488848768742172978818416595458984375}
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 #8eb3df85c300

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 30, 2026 6d behind AMD-20260730-001020-6c43
ext-forensic-memo Aug 5, 2026 freshest ext-AMD-20260805-011617-ff4f
ext-lens-quality Aug 5, 2026 freshest ext-AMD-20260805-011617-ff4f
ext-lens-sentiment Aug 5, 2026 freshest ext-AMD-20260805-011617-ff4f
ext-lens-value Aug 5, 2026 freshest ext-AMD-20260805-011617-ff4f
scenario-valuation Aug 5, 2026 freshest AMD-20260805-000621-36e2
valuation-synthesis Aug 5, 2026 freshest AMD-20260805-000621-36e2

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

Saved History

2 frozen snapshots — the record we score once predictions mature.
MadeModelCallAt callTargetExp.Eval due
Aug 5, 2026 v0.6.0 Bear $518.58 $430.00 -17.1% Feb 2027 viewing
Jun 23, 2026 v0.3.0 — — — — — 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.