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AT&T Inc.
Communication Services · Telecom Services
Made on Aug 29, 2026
Price at call $26.01
6-month call Bull +18.4%
Target by Mar 2027 $30.80
Great value below $23.00
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 +18.4% to $30.80
Predicted High $30.80 at 6 months
Predicted Low $26.15 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 Aug 29, 2026 1:08 pm
Bull T trends higher to $30.80 (+18.4% from $26.01) by Mar 2027. dip-then-recover
ThesisAT&T trades well below composite fair value with a quality income narrative and negative beta cushioning downside in a risk-on tape. Expect gradual value convergence toward the low-30s over six months, with near-term drift modest given no earnings catalyst until late in window.
Invalidated ifBreak below $24 on credit-spread widening or dividend-coverage concern invalidates the convergence path.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $26.01 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 29, 2026 — $26.01 at call — —The anchor — every point below is measured from this price and date.
2 weeks Sep 12, 2026 $24.41–$27.61 typical range · internal point $26.15 — ±6.1% 6/10 Low-vol drift, no catalyst, mild sentiment tailwind
What actually happened: closed $26.06 on Sep 11, 2026 = +0.2% vs the call (predicted +0.5%)  ·  direction HIT (called flat, was flat)  ·  off by 0.4 pp  ·  accuracy 10/10  ·  typical range ±6.1%: inside the band  ·  S&P -0.7% over the same window — beat it
1 month Sep 29, 2026 $23.70–$28.32 typical range · internal point $26.40 — ±8.9% 6/10 Risk-on tape supports slow grind higher
What actually happened: closed $24.90 on Sep 28, 2026 = -4.3% vs the call (predicted +1.5%)  ·  direction HIT (called flat, was flat)  ·  off by 5.8 pp  ·  accuracy 8/10  ·  typical range ±8.9%: inside the band  ·  S&P -0.4% over the same window — lagged it
2 months Oct 29, 2026 $26.90 — +3.4% 5/10 Value gravity begins pulling toward fair value
3 months Nov 29, 2026 $28.20 — +8.4% 5/10 Q3 earnings likely beat continues track record
4 months Dec 29, 2026 $29.10 — +11.9% 4/10 Year-end income rotation into defensive yield
5 months Jan 29, 2027 $30.00 — +15.3% 4/10 Continued convergence toward signal-adjusted anchor
6 months Mar 1, 2027 $30.80 — +18.4% 3/10 Approaching baseline endpoint, momentum decays

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 $32.13 (+23.5%) — 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
    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$26.01
Composite fair value$37.93
Signal-adjusted fair value$35.20
DCF fair value$49.71
Anchored-PE fair value—
Buy-below (value lens)$23.00
Value net score+17
Value confidence6 / 10
Quality net score+1
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 18.6%  3m 30.8%  6m 27.5%  
Daily σ (realism noise)1.9%
Beta vs S&P 500 1m -0.74  3m -0.44  5m -0.40  
Trailing 6-month return-7.2%

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 #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 24d behind T-20260805-002307-cd88
ext-forensic-memo Aug 29, 2026 freshest ext-T-20260829-030011-499a
ext-lens-quality Aug 29, 2026 freshest ext-T-20260829-030011-499a
ext-lens-sentiment Aug 29, 2026 freshest ext-T-20260829-030011-499a
ext-lens-value Aug 29, 2026 freshest ext-T-20260829-030011-499a
valuation-synthesis Aug 29, 2026 freshest T-20260829-023001-b400

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 29, 2026 v0.6.0 Bull $26.01 $30.80 +18.4% Mar 2027 viewing
Aug 5, 2026 v0.6.0 Bull $23.38 $26.50 +13.3% Feb 2027 view
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.