Weekly capital conditions brief for AI builders and operators
Current read
Fetching the latest weekly snapshot.
The logic stays intact: Pop Pressure asks whether outflows are overtaking inflows; Expansion asks how inflated the setup is.
Inflows versus confirmed outflows.
Capital intensity versus pre-boom baseline.
Headlines ranked by score impact. Watch items shown separately for manual review.
Demand and workforce indicators adjust the pressure read, but they do not replace the cash-flow heuristic.
Quantified adoption and usage proxies. Directional commentary without numbers is excluded from scoring.
Tracks who was cut and why, separating AI-team retreat from non-AI cuts used to fund AI investment.
Signal items from the Evidence Feed, enriched with scoring tier and score direction.
| Date | Event | Category | Tier | Score effect |
|---|
The model starts with Ray Dalio's cash-flow heuristic, then layers demand, workforce, and classifier evidence around it.
This tracker applies Ray Dalio's view that bubbles break when "money flowing into the asset begins to dry up" and holders need liquidity. In practice, the dashboard watches whether confirmed AI capital outflows are beginning to overtake new inflows.
Confirmed AI funding rounds, corporate AI capex, government AI investment, and disclosed secondary raises. Inflows are dollar-weighted because announced amounts are usually public and comparable across events.
Confirmed shutdowns, product cancellations, down rounds, flat extensions, venture debt stress, discretionary insider selling, and soft earnings language. Most outflows are event-weighted because the dollar amount is rarely disclosed.
Every confirmed signal in the trailing 90 days carries points: inflows by dollar tier (15 / 8 / 3), outflows by event tier (15 / 8 / 5 / 3). The score is the outflow share of that evidence, 100 × outflow points ÷ (inflow points + outflow points), so 50 means flows are balanced, above 60 means exits dominate, and below 40 means capital is still arriving faster than it leaves. If inflow velocity has declined for three consecutive weeks the score gets a fixed bump (+5 decelerating, +10 sharply decelerating), which is how Dalio's "money begins to dry up" warning can lift a low reading into Caution before outflows overtake inflows. The score is recalculated from the same 90-day rows shown in the Evidence Feed and event ledger, so every point that moves it is visible on this page.
Watch items may become signals, but the available source does not confirm enough. They stay visible, route to manual review, and do not enter the score until the missing valuation, dollar amount, or event detail is verified.
This is a directional pressure index, not an accounting ledger. Inflow dollars are easier to observe than outflow dollars, so the score is best read as an early warning system rather than a complete cash-flow statement.
Weekly snapshots — Pop Pressure and Expansion over time.