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AT&T Inc.
Communication Services · Telecom Services
Made on Aug 5, 2026
Price at call $23.38
6-month call Bull +13.3%
Target by Feb 2027 $26.50
Great value below $21.00
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 +13.3% to $26.50
Predicted High $26.50 at 6 months
Predicted Low $22.60 at 1 month
Max Drawdown (predicted) -3.3%

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 1:45 am
Bull T trends higher to $26.50 (+13.3% from $23.38) by Feb 2027. dip-then-recover
ThesisAT&T trades well below composite fair value but faces a fresh SpaceX/wireless-disruption narrative that will cap upside near-term; over 6 months value gravity partially reasserts as the disruption story matures and the risk-on tape helps, but sentiment drag prevents full convergence.
Invalidated ifBreak below $21 on heavy volume, or a concrete SpaceX direct-to-cell commercial launch degrading wireless subscriber guidance, invalidates the recovery leg.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $23.38 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 5, 2026 $23.38 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 19, 2026 $21.96–$24.80 typical range · internal point $22.90 ±6.1% 6/10 Sentiment overhang continues, no near-term catalyst
What actually happened: closed $25.21 on Aug 19, 2026 = +7.8% vs the call (predicted -2.1%)  ·  direction MISS (called flat, was up)  ·  off by 9.9 pp  ·  accuracy 4/10  ·  typical range ±6.1%: OUTSIDE the band  ·  S&P +0.2% over the same window — lagged it
1 month Sep 5, 2026 $21.32–$25.44 typical range · internal point $22.60 ±8.8% 5/10 SpaceX disruption headlines still weighing
2 months Oct 5, 2026 $23.10 -1.2% 4/10 Stabilization as narrative digests, risk-on tape
3 months Nov 5, 2026 $24.20 +3.5% 4/10 Q3 print beat likely, dividend support
4 months Dec 5, 2026 $25.10 +7.4% 4/10 Value gravity pulls toward composite fair value
5 months Jan 5, 2027 $25.80 +10.4% 3/10 Year-end positioning, defensive rotation possible
6 months Feb 5, 2027 $26.50 +13.3% 3/10 Partial convergence toward deterministic baseline

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 $26.94 (+15.2%) — 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 · 2 notes — follow the chain top-down (cause → effect).
  • Note
    Valuation anchor absent: dcf.
    anchor:dcf
  • Note
    Valuation anchor absent: anchored_pe.
    anchor:anchored_pe

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$23.38
Composite fair value$32.12
Signal-adjusted fair value$32.12
DCF fair value
Anchored-PE fair value
Buy-below (value lens)$21.00
Value net score+24
Value confidence6 / 10
Quality net score+26
Memo confidence6 / 10
Deserved value (base)
Quality tilt
Deserved value (used)
Coherence (value × quality)

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 29.9%  3m 30.6%  6m 28.0%  
Daily σ (realism noise)1.9%
Beta vs S&P 500 1m -0.22  3m -0.40  5m -0.36  
Trailing 6-month return-11.1%

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 Aug 5, 2026 freshest T-20260805-002307-cd88
ext-forensic-memo Aug 5, 2026 freshest ext-T-20260805-013018-71c8
ext-lens-quality Aug 5, 2026 freshest ext-T-20260805-013018-71c8
ext-lens-sentiment Aug 5, 2026 freshest ext-T-20260805-013018-71c8
ext-lens-value Aug 5, 2026 freshest ext-T-20260805-013018-71c8
valuation-synthesis Aug 5, 2026 freshest T-20260805-002307-cd88

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 Bull $23.38 $26.50 +13.3% Feb 2027 viewing
Jun 29, 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.