Bullish Case: AEIS stabilized at $262.74 after a -26.9% ninety-day unwind, bouncing +4.9% last week while call volume hit the 118th percentile. Helium's density peaks at $260-270 with a fatter upper tail than market pricing, and the AI forecast is +4.93%. The term structure is in contango (Oct ~57% rising to ~63.7% by June), so catalysts are priced later — if data-center orders reaccelerate, the $280-300 zone reopens cheaply.

Bearish Case: The stock is still down ~27% from $359 and my prior $330-370 scenarios never materialized — momentum calls were systematically overstated. Helium's AI forecast correlation with realized price is -0.0, so that bullish edge is unvalidated. The 3.8x P/B is unsupported if semi-cap orders decelerate, puts out-traded calls 2% today, and a break below $250 leaves a gap toward $230 where Helium's own density shows real mass.

Potential Outcomes:

1. Base-building $250-285 (35%): Helium density peaks at $260 (0.118) and market at $250-260 (0.117); flat price action with contango IV supports range trade. Falsified by a close < $245 or > $290.
2. Recovery rally to $300-330 by Jan (25%): call-heavy 118th-pct volume + Helium upper tail at $270-290. Falsified if near-term call IV keeps bleeding while price stalls under $275.
3. Renewed slide to $210-240 (25%): Helium assigns material mass at $210-240 (0.023-0.043); trigger is loss of $245 with rising put IV. Falsified by holds above $260.
4. Volatility event ±25% around Q3 earnings/guide (10%): Dec-Jan IV ~63-66% vs SPY low-teens flags event risk. Falsified if IV term structure flattens below 55% pre-event.
5. M&A or strategic bid >$350 (5%): persistent deep call tail ($410-500C) but zero-volume, low weight.

September 22, 2026