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📈 Low-diligence capital breeds a fraud wave in the venture-backed cohort

Money flooding into private tech at zero-diligence speed (crossover/PE funds writing $100M checks hours after a first meeting, treating fraud as a modelled cost of doing business) structurally raises the incentive to lie about the past, so fraud incidence in the recently-funded cohort keeps climbing and eventually reprices the listed end of that pipe — recent IPOs and SPAC de-SPACs, where diligence was thinnest.

0 CONVICTION
peaked 69.2 GREEN
WATCH
band
▼ SHORT IPO
expression · bearish equities
HIT
outcome · R +55.4% · α +67.3%
2022-09-04
window closed
⚠ CONFLICTING IDEA ON THE SAME TICKER — the board is arguing with itself; net it before trading (ticker view →)
IPO · 2026 is the year of mega-IPOs LONG DORMANT 6.3

⚖ Why this verdict

fully deterministic — evaluate.py replays this from daily closes; nothing below is editable or hand-set

  1. Window: 2021-09-04 → 2022-09-04 — first mention + 12-month horizon, then the window locks.
  2. The call: ▼ SHORT IPO (primary play). IPO fell 55.4% over the window → direction-adjusted R = +55.4% (the call made money).
  3. Benchmark: holding SPY over the same window returned -11.9%α = +55.4 − (-11.9) = +67.3% — what this call made or lost against just owning the index. This is the number the verdict uses.
    Stock-selection read: +43.5% — did IPO move the predicted way relative to the market. The two only differ on a SHORT: this call beat the index outright.
  4. Rule fired:
    ▶ HIT — R ≥ +10% AND α ≥ +5 ✓ (R 55.4, α 67.3)
    · PARTIAL — R ≥ +5% OR α ≥ 0
    · MISS — everything else
  5. Credit: supporters of a HIT earn 1.0 each, opposers the inverse — this feeds the scoreboard weights. supported: Chamath, Friedberg, Jason, Sacks

Conviction timeline

bands: green ≥ 65 · watch ≥ 45 · ember ≥ 15

Plays vs SPY · % since first mention (2021-09-04)

Plays

expressionsymbolkindrelevancerationale
▼ SHORT IPOetf PRIMARY Renaissance IPO ETF is the listed basket of the cohort funded by this low-diligence private capital
▼ SHORT NKLAstock adjacent Trevor Milton/Nikola is named in the episode as the already-realised version of this failure mode

Mention log

Chamath
Chamath equities w=0.84 · n=160 · E45 (2021-09-04) · explicit_prediction · strength 3 ▶ 16:16 SUPPORT
“This is only going to get meaningfully worse. ... the amount of money that's trying to get into Silicon Valley is going exponentially up. And as that happens, you guys now see it every day where there are firms whose entire business now is just to literally write a check every day. They're closing deals every single day. They're doing zero diligence.”
Sacks
Sacks equities w=0.89 · n=96 · E45 (2021-09-04) · explicit_prediction · strength 2 ▶ 25:40 SUPPORT
“So we have seen this trend in our industry of the private equity money coming in in greater volumes, in greater, you know, earlier and earlier and faster and faster, right? ... But to Chamath's point, it's just they're applying a financial model where they're not in the diligence business. They're just, and I think they just see like fraud is a cost of doing business, right? Something they can model out with a portfolio. ... So no one's doing the diligence. So that is a risk, I think, because it might actually change things.”
Jason
Jason equities w=0.97 · n=105 · E45 (2021-09-04) · positioning · strength 3 ▶ 24:11 SUPPORT
“In our diligence now, we have seen a spike in what I'll call massaging or painting the picture in a way that I'm not comfortable with. We have maybe tripled the amount of time we're putting into diligence now because I really care about my reputation. ... In recent history, 20, 30% were winding up backing out during the diligence process because their revenue was not software based.”
Friedberg
Friedberg equities w=0.87 · n=120 · E62 (2022-01-08) · positioning · strength 2 ▶ 7:21 SUPPORT
“You guys all see these top 50 companies, and we all know, having met a lot of these companies, as you go down that list, these 20 companies are total scam companies, they're fraud, they're not going to work, they're grifters ... Oh, by the way, I did short it. It worked out really well.”
Chamath
Chamath equities w=0.84 · n=160 · E62 (2022-01-08) · explicit_prediction · strength 2 ▶ 26:09 SUPPORT
“This stuff is always at the peak of when there's a correction, right? ... But it's like that level of grift happens right before, you know, basically we have to re-rate valuations.”
Chamath
Chamath equities w=0.84 · n=160 · E73 (2022-03-26) · sentiment · strength 3 ▶ 39:49 SUPPORT
“if you have a bunch of capital allocators, Jason, to your point, who are unsophisticated about investing, probably very sophisticated operationally, but fundamentally don't know what they're doing, and they're coming and transforming an organization that should be a disciplined, discerning allocator of capital and turning them into a velocity deal machine.”
Jason
Jason equities w=0.97 · n=105 · E73 (2022-03-26) · sentiment · strength 2 ▶ 38:13 SUPPORT
“We've had this ridiculous culture of no governance, uncapped notes, just pushing. I see it on the boards I'm on. You guys probably see it too. Some people just pushing top line growth, never discussing unique economics, never discussing the bottom line. ... And they created these crazy Fugezi markups. They raised bigger funds based on it. And they just were never the adults in the room, the stewards of capital. It's infuriating.”
Sacks
Sacks equities w=0.89 · n=96 · E75 (2022-04-09) · sentiment · strength 1 ▶ 27:41 SUPPORT
“He's got a very interesting history, actually, as well. I think if they had done any diligence.”
Jason
Jason equities w=0.97 · n=105 · E75 (2022-04-09) · explicit_prediction · strength 3 ▶ 27:44 SUPPORT
“They didn't do any diligence on him. Apparently, he had two companies that were kind of major red flags. ... We were seeing deals last year close in a week. ... it's what was it, you know, historically, a four to six week process. And then it went down to a four to six day process. And then people were meeting with you one day and saying they're closed the next.”
Friedberg
Friedberg equities w=0.87 · n=120 · E75 (2022-04-09) · explicit_prediction · strength 2 ▶ 25:46 SUPPORT
“In a world where everyone was raising a billion dollar second fund or a three billion dollar fourth fund, and you suddenly had an influx of a hundred billion dollars of venture money in a year, it's a lot like what we saw in crypto markets, which is an extraordinary explosion in highly speculative bubble assets. And a lot of these businesses maybe shouldn't have existed in the first place.”
Friedberg
Friedberg equities w=0.87 · n=120 · E89 (2022-07-29) · explicit_prediction · strength 3 ▶ 1:06:47 SUPPORT
“But we then tell ourselves stories, and those stories get us access to money, which allows us to pursue more science, which is meant to forward the market. And then eventually the market gets forwarded so much, and you spend a billion and a half dollars, and it turns out the whole thing doesn't work. Just like stock markets, it starts out as a voting machine in the beginning, and it's a weighing machine over time.”
Chamath
Chamath equities w=0.84 · n=160 · E91 (2022-08-13) · sentiment · strength 2 ▶ 21:37 SUPPORT
“The quality of the diligence by necessity has to go to zero.”

Who built this conviction

each voice's total force on the score — supports and opposes from every mention, weighted exactly as the replay applied them · share = % of all mention-driven movement

Chamath
Chamath w=0.84
4 scoring events · 43% of moves
+56.4 → net +56.4
Jason
Jason w=0.97
3 scoring events · 25% of moves
+32.7 → net +32.7
Friedberg
Friedberg w=0.87
3 scoring events · 21% of moves
+28.2 → net +28.2
Sacks
Sacks w=0.89
2 scoring events · 11% of moves
+14.0 → net +14.0

⏳ decay drained -82.0 over the idea's life — that's time passing, attributed to no one

Score events

episodekindΔafternote
E45 2021-09-04 init +35.2 35.2 E45 born by Chamath (explicit_prediction x3) [w=0.84]
E45 2021-09-04 reinforce +17.0 52.2 E45 Jason support x3 (new voice) [w=0.97]
E45 2021-09-04 reinforce +9.5 61.7 E45 Sacks support x2 (new voice) [w=0.89]
E46 2021-09-14 decay -2.5 59.2 E46 silent
E47 2021-09-18 decay -2.4 56.9 E47 silent
E49 2021-10-02 decay -2.3 54.6 E49 silent
E50 2021-10-09 decay -2.2 52.4 E50 silent
E51 2021-10-16 decay -2.1 50.3 E51 silent
E52 2021-10-23 decay -2.0 48.3 E52 silent
E53 2021-10-30 decay -1.9 46.4 E53 silent
E54 2021-11-06 decay -1.9 44.5 E54 silent
E55 2021-11-13 decay -1.8 42.7 E55 silent
E56 2021-11-20 decay -1.7 41.0 E56 silent
E57 2021-12-04 decay -1.6 39.4 E57 silent
E58 2021-12-11 decay -1.6 37.8 E58 silent
E59 2021-12-17 decay -1.5 36.3 E59 silent
E60 2021-12-23 decay -1.5 34.8 E60 silent
E61 2021-12-29 decay -1.4 33.4 E61 silent
E62 2022-01-08 reinforce +13.0 46.4 E62 Friedberg support x2 (new voice) [w=0.87]
E62 2022-01-08 reinforce +6.7 53.2 E62 Chamath support x2 [w=0.84]
E63 2022-01-15 decay -2.1 51.0 E63 silent
E64 2022-01-22 decay -2.0 49.0 E64 silent
E65 2022-01-29 decay -2.0 47.0 E65 silent
E66 2022-02-05 decay -1.9 45.1 E66 silent
E67 2022-02-12 decay -1.8 43.3 E67 silent
E68 2022-02-19 decay -1.7 41.6 E68 silent
E70 2022-02-24 decay -1.7 39.9 E70 silent
E71 2022-03-05 decay -1.6 38.3 E71 silent
E72 2022-03-19 decay -1.5 36.8 E72 silent
E73 2022-03-26 reinforce +9.2 46.0 E73 Jason support x2 [w=0.97]
E73 2022-03-26 reinforce +8.1 54.2 E73 Chamath support x3 [w=0.84]
E74 2022-04-01 decay -2.2 52.0 E74 silent
E75 2022-04-09 reinforce +6.2 58.2 E75 Friedberg support x2 [w=0.87]
E75 2022-04-09 reinforce +4.4 62.7 E75 Sacks support x1 [w=0.89]
E75 2022-04-09 reinforce +6.5 69.2 E75 Jason support x3 [w=0.97]
E76 2022-04-16 decay -2.8 66.4 E76 silent
E77 2022-04-23 decay -2.7 63.8 E77 silent
E78 2022-04-30 decay -2.6 61.2 E78 silent
E79 2022-05-07 decay -2.4 58.8 E79 silent
E80 2022-05-13 decay -2.4 56.4 E80 silent
E81 2022-05-23 decay -2.3 54.2 E81 silent
E82 2022-05-24 decay -2.2 52.0 E82 silent
E84 2022-06-24 decay -2.1 49.9 E84 silent
E85 2022-06-30 decay -2.0 47.9 E85 silent
E86 2022-07-08 decay -1.9 46.0 E86 silent
E87 2022-07-14 decay -1.8 44.2 E87 silent
E88 2022-07-22 decay -1.8 42.4 E88 silent
E89 2022-07-29 reinforce +9.0 51.4 E89 Friedberg support x3 [w=0.87]
E90 2022-08-05 decay -2.1 49.3 E90 silent
E91 2022-08-13 reinforce +6.4 55.7 E91 Chamath support x2 [w=0.84]
E92 2022-08-20 decay -2.2 53.5 E92 silent
E93 2022-08-26 decay -2.1 51.3 E93 silent
E94 2022-09-01 decay -2.1 49.3 E94 silent