In this week's video, I break down why we are now in the midst of what Elon Musk called the "supersonic tsunami", and why the acceleration phase of AI is rewriting market structure in real time. Over the past week, the disruption spread beyond SaaS into insurance brokers, wealth management platforms, commercial real estate services, and trucking stocks. 115 S&P 500 names fell at least 7% over a rolling 8-day window, many near 52-week highs, a dispersion pattern we haven't seen since the dot-com rotation in 2000.
The critical development: recursive self-improvement is no longer theoretical. OpenAI's GPT 5.3 Codex helped build itself, and Claude Opus 4.6 shipped with a 5x context window expansion over 4.5 just weeks prior. Meanwhile, free Chinese models like MiniMax M2.5 are benchmarking near Opus 4.6 at 1/20th the cost. The model velocity war is accelerating the deflationary spiral in anything built on code, while the hyperscalers face a trap, rising RPOs they can't fulfill due to physical bottlenecks, growing capex guidance, and competitive erosion from open-source alternatives.
My turbulence model has fired 12–15 signals in five weeks versus 20–25 in the prior 28 months, and it's happening while hedge fund gross leverage sits near all-time highs. Credit is showing signs of weakening, leveraged loans have broken below the 100-day moving average, HY-to-IEF is trending lower, and BDC indices remain depressed. The covariance matrix is under stress across assets, not just equities. I believe the probability of a meaningful unwind event is closer to 25% while the market positioning suggest much lower.
The positioning: be long scarcity, short abundance. That means energy, materials, chemicals, small caps, foreign stocks (particularly Brazil), and Bitcoin once software stabilizes. Names like Eaton and Chevron are breaking out of multi-year bases as PMIs just posted their biggest upswing outside of COVID. The IWM-vs-QQQ trade remains the key expression. Software isn't dead, it's worse: the cost of building a $20–100M ARR SaaS product has fallen below $10,000 in compute, creating a supply explosion that compresses margins for incumbents. The hyperscalers relative to the S&P are approaching their lowest levels since 2023.
Timestamps
• (00:00–03:20) Supersonic tsunami: AI has entered acceleration with recursive self-improvement confirmed. Paywall launch, why software becomes a value trap, and why crypto’s utility grows as AI agents become consumers.
• (03:38–06:30) Structural disruption: This isn’t rotation — AI is cannibalizing prior winners. Insurance brokers, wealth management, CRE, and trucking hit in a week ($250B wiped by a $1.5B startup).
• (06:30–09:00) Dot-com parallels: 115 S&P names fell 7%+ in 8 days near highs. Turbulence model stress rising. Hedge fund gross leverage at extremes; pod shops de-risking.
• (09:00–12:25) Systemic risk: Gross leverage matters more than net. IWM vs QQQ critical. Rotation into small caps/materials creates size mismatch pressure.
• (13:06–14:34) SaaS value trap: Software now 5th most expensive sector. “Buying cheap” ignores exponential AI deflation — coding cost collapsing.
• (14:34–18:26) Recursive self-improvement: Opus 4.5 → 4.6 in weeks. GPT Codex building infrastructure for AI. Shift from AI assisting humans to AI building for AI.
• (18:43–21:58) Model velocity war: Chinese models matching frontier at lower cost. Open-source agents + cheap hardware = digital labor explosion. K-shaped economy drives free-model adoption.
• (23:16–25:26) Jaws of disruption: No moats safe. Breakdowns from highs signal momentum failure. Crowding + AI disruption = new unmodeled risk factor.
• (26:08–29:16) Macro signals: Rates falling despite strong nominal GDP. Wage pressure easing. True core inflation lower than reported. S&P struggling as largest names weaken.
• (29:16–34:45) The trade: Long scarcity (IWM, energy, materials, chemicals), short abundance (QQQ, software, hyperscalers). SaaS supply exploding; scarcity premium collapsing.
• (35:01–41:13) Hyperscaler trap: RPOs rising but capacity constrained. Capex surging. Chinese competition growing. Share shifts accelerating. “Software guys becoming hardware guys.”
• (41:35–44:57) Physical bottlenecks: Power, transformers, copper, fiber, HBM — any delay revenue. Data center cancellations rising. Overbuild vs underbuild dilemma.
• (46:40–53:47) Risk framework: Turbulence rising across credit, HY, BDCs. Financials weakening. Leadership shifting defensively. Deleveraging risk increasing.
• (53:47–59:22) Positioning: Long ex-US (MSCI World ex-US), Brazil (falling rates + industrial upswing), energy and industrial breakouts. Chemicals emerging theme.
• (59:22–1:04:40) Bitcoin: Correlated with software but lower downside beta. If software waterfalls, BTC could retest lower levels before Fed cuts and dollar weakness set up next leg. Creative destruction favors scarcity.