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Nokia Corporation
Technology · Communication Equipment
Made on Jul 23, 2026
Price at call $10.30
6-month call Bear -6.8%
Target by Jan 2027 $9.60
Great value below $8.75
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 -6.8% to $9.60
Predicted High $10.80 at 1 month
Predicted Low $9.60 at 6 months
Max Drawdown (predicted) -6.8%

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 23, 2026 3:36 am
Bear NOK trends lower to $9.60 (-6.8% from $10.30) by Jan 2027. ride-then-fade
ThesisNokia is riding a fresh AI-infrastructure narrative overlay onto a modestly improving fundamental base after a solid Q2 beat, with strong 6-month momentum (+60%) and positive sentiment. Near-term momentum extends modestly, but a rich move without a value anchor and high beta (2.82) invites some mean reversion over the multi-month horizon as the narrative matures.
Invalidated ifA break below $9.00 on volume or loss of AI-infrastructure narrative catalysts would falsify the near-term ride; conversely sustained close above $12 signals a much stronger regime than modeled.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $10.30 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Jul 23, 2026 $10.30 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 6, 2026 $8.67–$11.93 typical range · internal point $10.55 ±15.8% 6/10 Momentum and AI narrative carry into early August
What actually happened: closed $9.58 on Aug 5, 2026 = -7.0% vs the call (predicted +2.4%)  ·  direction MISS (called flat, was down)  ·  off by 9.4 pp  ·  accuracy 4/10  ·  typical range ±15.8%: inside the band  ·  S&P +4.3% over the same window — beat it
1 month Aug 23, 2026 $7.94–$12.66 typical range · internal point $10.80 ±22.9% 5/10 Sentiment tailwind persists, no earnings catalyst
What actually happened: closed $10.21 on Aug 21, 2026 = -0.9% vs the call (predicted +4.9%)  ·  direction HIT (called flat, was flat)  ·  off by 5.7 pp  ·  accuracy 8/10  ·  typical range ±22.9%: inside the band  ·  S&P +3.6% over the same window — lagged it
2 months Sep 23, 2026 $10.65 +3.4% 4/10 Consolidation as narrative maturity sets in
3 months Oct 23, 2026 $10.40 +1.0% 4/10 Q3 print approaches, expectations elevated
4 months Nov 23, 2026 $10.10 -1.9% 4/10 Post-earnings digestion, value gravity begins
5 months Dec 23, 2026 $9.80 -4.9% 3/10 Year-end profit-taking on strong 2026 runner
6 months Jan 23, 2027 $9.60 -6.8% 3/10 Mean reversion toward fair-value zone below $8.75

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 · 4 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
    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$10.30
Composite fair value
Signal-adjusted fair value
DCF fair value
Anchored-PE fair value
Buy-below (value lens)
Value net score-34
Value confidence5 / 10
Quality net score-10
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 65.9%  3m 79.3%  6m 65.4%  
Daily σ (realism noise)5.0%
Beta vs S&P 500 1m 4.02  3m 2.82  5m 2.06  
Trailing 6-month return60.7%

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 #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 May 13, 2026 70d behind NOK-20260513-105924-25d8
ext-forensic-memo Jul 23, 2026 freshest ext-NOK-20260723-032630-1fcb
ext-lens-quality Jul 23, 2026 freshest ext-NOK-20260723-032630-1fcb
ext-lens-sentiment Jul 23, 2026 freshest ext-NOK-20260723-032630-1fcb
ext-lens-value Jul 23, 2026 freshest ext-NOK-20260723-032630-1fcb
scenario-valuation Jul 23, 2026 freshest NOK-20260723-030734-880d
valuation-synthesis Jul 23, 2026 freshest NOK-20260723-030734-880d

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 15, 2026 v0.3.0 view
Jul 23, 2026 v0.6.0 Bear $10.30 $9.60 -6.8% Jan 2027 viewing

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.