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General Dynamics Corporation
Industrials · Aerospace & Defense
Made on Jul 22, 2026
Price at call $367.73
6-month call Bull +8.2%
Target by Jan 2027 $398.00
Great value below $315.00
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 +8.2% to $398.00
Predicted High $398.00 at 6 months
Predicted Low $378.50 in 2 weeks

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 Jul 22, 2026 6:50 am
Bull GD trends higher to $398.00 (+8.2% from $367.73) by Jan 2027. ride-then-fade
ThesisGD sits near composite fair value with a supportive quality/sentiment backdrop and an imminent earnings print that has beaten 6 of 8 quarters. Expect a modest post-earnings pop, then slow grind toward the signal-adjusted fair value zone as the defense-compounder narrative carries into year-end, moderating as price approaches the higher anchors.
Invalidated ifEarnings miss on 7/29 or guide-down driving close below $340; alternatively a break above $410 without fundamental support would also invalidate the moderated path.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $367.73 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Jul 22, 2026 $367.73 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 5, 2026 $348.08–$387.38 typical range · internal point $378.50 ±5.3% 5/10 Earnings print inside window; beat history supports modest lift
What actually happened: closed $385.76 on Aug 4, 2026 = +4.9% vs the call (predicted +2.9%)  ·  direction HIT (called flat, was flat)  ·  off by 2.0 pp  ·  accuracy 10/10  ·  typical range ±5.3%: inside the band  ·  S&P +3.2% over the same window — lagged it
1 month Aug 22, 2026 $339.26–$396.20 typical range · internal point $382.00 ±7.7% 5/10 Post-earnings drift as analyst estimates nudge higher
What actually happened: closed $384.32 on Aug 21, 2026 = +4.5% vs the call (predicted +3.9%)  ·  direction HIT (called flat, was flat)  ·  off by 0.6 pp  ·  accuracy 10/10  ·  typical range ±7.7%: inside the band  ·  S&P +2.3% over the same window — beat it
2 months Sep 22, 2026 $388.00 +5.5% 6/10 Defense compounder narrative and buybacks sustain bid
3 months Oct 22, 2026 $393.00 +6.9% 5/10 Q3 print approaches; low-beta grind continues
4 months Nov 22, 2026 $396.00 +7.7% 4/10 Approaching composite fair value ceiling; momentum cools
5 months Dec 22, 2026 $392.00 +6.6% 4/10 Year-end tape-painting with mild profit-taking
6 months Jan 22, 2027 $398.00 +8.2% 3/10 2027 defense budget clarity; drift toward signal-adjusted anchor

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 $374.72 (+1.9%) — 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

No weaknesses recorded for this run.

All inputs present, no fallbacks used — nothing to flag.

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$367.73
Composite fair value$355.08
Signal-adjusted fair value$466.99
DCF fair value$351.61
Anchored-PE fair value$527.69
Buy-below (value lens)$315.00
Value net score-40
Value confidence6 / 10
Quality net score+76
Memo confidence7 / 10
Deserved value (base)
Quality tilt
Deserved value (used)
Coherence (value × quality)

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 19.4%  3m 26.8%  6m 24.9%  
Daily σ (realism noise)1.7%
Beta vs S&P 500 1m -0.04  3m 0.05  5m 0.17  
Trailing 6-month return1.0%

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 8, 2026 13d behind GD-20260708-030001-791f
ext-forensic-memo Jul 21, 2026 freshest ext-GD-20260721-111342-dd49
ext-lens-quality Jul 21, 2026 freshest ext-GD-20260721-111342-dd49
ext-lens-sentiment Jul 21, 2026 freshest ext-GD-20260721-111342-dd49
ext-lens-value Jul 21, 2026 freshest ext-GD-20260721-111342-dd49
scenario-valuation Jul 21, 2026 freshest GD-20260721-110754-094a
valuation-synthesis Jul 21, 2026 freshest GD-20260721-110754-094a

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 9, 2026 v0.6.0 Neutral $392.05 $380.00 -3.1% Feb 2027 view
Jul 22, 2026 v0.6.0 Bull $367.73 $398.00 +8.2% Jan 2027 viewing
Jul 8, 2026 v0.3.0 Bull $374.64 $417.42 +11.4% 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.