Made on
Jul 27, 2026
Price at call
$79.06
6-month call
Bear -12.1%
Target by Jan 2027
$69.50
Great value below
$55.00
Model
v0.6.0
Projection vs Actual (6M history + forecast)
Forecast Change
-12.1% to $69.50
Predicted High
$78.60
in 2 weeks
Predicted Low
$69.50
at 6 months
Max Drawdown (predicted)
-12.1%
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 27, 2026 12:57 am
Bear
AIG trends lower to
$69.50
(-12.1% from $79.06)
by Jan 2027.
decay
ThesisAIG trades well above composite fair value with negative value and quality signals, but low beta and no near-term catalyst mean mean-reversion will be slow. Expect gradual drift lower toward the deterministic baseline as valuation gravity outweighs a stale turnaround narrative.
Invalidated ifA break above $84 on positive earnings pre-announcement or capital return news, or conversely a break below $70 accelerating the decline.
| Checkpointtime after the call | Datewhen it gets graded | Predictedthe claim: closing price | Current priceactual close — fills in over time | Predicted returnpredicted vs $79.06 at call | Conv.brain's confidence, 1–10 | Driverwhy the brain put the point here |
|---|---|---|---|---|---|---|
| Prediction made | Jul 27, 2026 | — | $79.06 at call | — | — | The anchor — every point below is measured from this price and date. |
| 2 weeks | Aug 10, 2026 | $75.08–$83.04 typical range · internal point $78.60 | — | ±5.0% | 6/10 | Low-beta drift, no catalyst, neutral tape |
| What actually happened: closed $78.78 on Aug 7, 2026 = -0.4% vs the call (predicted -0.6%) · direction HIT (called flat, was flat) · off by 0.2 pp · accuracy 10/10 · typical range ±5.0%: inside the band · S&P +4.7% over the same window — beat it | ||||||
| 1 month | Aug 27, 2026 | $73.30–$84.82 typical range · internal point $77.80 | — | ±7.3% | 6/10 | Slow fade as momentum lacks fresh fuel |
| 2 months | Sep 27, 2026 | $76.20 | — | -3.6% | 5/10 | Valuation gravity begins asserting itself |
| 3 months | Oct 27, 2026 | $74.50 | — | -5.8% | 5/10 | Q3 print risk, mean-reversion continues |
| 4 months | Nov 27, 2026 | $72.80 | — | -7.9% | 4/10 | Overvaluation vs composite fair value pressures |
| 5 months | Dec 27, 2026 | $71.00 | — | -10.2% | 4/10 | Year-end tax selling on modest winner |
| 6 months | Jan 27, 2027 | $69.50 | — | -12.1% | 3/10 | Converges toward deterministic baseline endpoint |
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 $68.51 (-13.3%) — 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.
-
Note
Valuation anchor absent: 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 | $79.06 |
| Composite fair value | $49.68 |
| Signal-adjusted fair value | $49.68 |
| DCF fair value | — |
| Anchored-PE fair value | — |
| Buy-below (value lens) | $55.00 |
| Value net score | -75 |
| Value confidence | 6 / 10 |
| Quality net score | -3 |
| Memo confidence | 7 / 10 |
| Deserved value (base) | — |
| Quality tilt | — |
| Deserved value (used) | — |
| Coherence (value × quality) | — |
Price behaviour (trailing — shapes the realism line)
| Realized volatility (annualized) | 1m 27.4% 3m 25.3% 6m 23.4% |
| Daily σ (realism noise) | 1.6% |
| Beta vs S&P 500 | 1m -0.74 3m -0.41 5m 0.09 |
| Trailing 6-month return | 9.3% |
Knobs (equation params)
| ladder | Array |
| llm_model | claude-opus-4-7 |
| max_tokens | 3000 |
| control_knobs | Array |
| Neutral band (%) | 5 |
| earnings_brief | v1 |
| prompt_version | p1 |
| control_version | v0.3.0 |
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)
| # | Process | Kind | Group |
|---|---|---|---|
| 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 process | Ran | Lag | Run id |
|---|---|---|---|
company-classification |
Jul 27, 2026 | freshest | AIG-20260727-000446-d235 |
ext-forensic-memo |
Jul 27, 2026 | freshest | ext-AIG-20260727-004658-65b8 |
ext-lens-quality |
Jul 27, 2026 | freshest | ext-AIG-20260727-004658-65b8 |
ext-lens-sentiment |
Jul 27, 2026 | freshest | ext-AIG-20260727-004658-65b8 |
ext-lens-value |
Jul 27, 2026 | freshest | ext-AIG-20260727-004658-65b8 |
scenario-valuation |
Jul 27, 2026 | freshest | AIG-20260727-000446-d235 |
valuation-synthesis |
Jul 27, 2026 | freshest | AIG-20260727-000446-d235 |
Inputs flagged 7d+ behind the freshest one may be stale relative to the rest of the analysis.
Saved History
1 frozen snapshot — the record we score once predictions mature.| Made | Model | Call | At call | Target | Exp. | Eval due | |
|---|---|---|---|---|---|---|---|
| Jul 27, 2026 | v0.6.0 | Bear | $79.06 | $69.50 | -12.1% | 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.