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📈 Blue-collar trades boom and a rising premium on human service

College enrollment has collapsed from 21M to 8.6M while entry-level tech hiring dried up, and Gen Z is choosing trades — which drains higher-ed pricing power and bids up skilled-trade wages. Friedberg's complement: as AI collapses the cost of knowledge work, the scarce, premium-priced good becomes in-person human service (electricians, plumbers, trainers, tutors, artisanal goods), so demand and salaries there blossom.

0 CONVICTION
peaked 60.6 WATCH
EMBER
band
▲ LONG PWR
expression · bullish equities
HIT
outcome · R +36.8% · α +19.6%
2025-09-27
window closed

⚖ Why this verdict

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

  1. Window: 2024-09-27 → 2025-09-27 — first mention + 12-month horizon, then the window locks.
  2. The call: ▲ LONG PWR (primary play). PWR rose 36.8% over the window → direction-adjusted R = +36.8% (the call made money).
  3. Benchmark: holding SPY over the same window returned +17.2%α = +36.8 − (+17.2) = +19.6% — what this call made or lost against just owning the index. This is the number the verdict uses.
  4. Rule fired:
    ▶ HIT — R ≥ +10% AND α ≥ +5 ✓ (R 36.8, α 19.6)
    · 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 | proxy-sensitive: SWK→MISS (-29.7%)

Conviction timeline

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

Plays vs SPY · % since first mention (2024-09-27)

Plays

expressionsymbolkindrelevancerationale
▲ LONG PWRstock PRIMARY Quanta Services is the cleanest listed read on demand for skilled-trade labour
▲ LONG FASTstock adjacent Fastenal sells into the trades and industrial jobsites
▲ LONG SWKstock adjacent Stanley Black & Decker supplies the tools of the 'tool belt generation'

Mention log

Chamath
Chamath equities w=0.84 · n=160 · E197 (2024-09-27) · explicit_prediction · strength 3 ▶ 1:10:33 SUPPORT
“If you can go and get a trade degree and live an economically productive life where you can get married and have kids and take care of your family and do all the things you want to do, that's going to put an enormous amount of pressure on higher ed.”
Friedberg
Friedberg equities w=0.87 · n=120 · E197 (2024-09-27) · explicit_prediction · strength 3 ▶ 1:16:41 SUPPORT
“There's going to be an incredible blossoming, I think, in human service jobs, and they don't need to have a degree in polysci to be performed.”
Sacks
Sacks equities w=0.89 · n=96 · E197 (2024-09-27) · sentiment · strength 2 ▶ 1:12:45 SUPPORT
“Some of the work will be more in the blue-collar space, and I agree with Chamath that this is a good thing.”
Chamath
Chamath equities w=0.84 · n=160 · E214 (2025-02-07) · sentiment · strength 2 ▶ 1:20:15 SUPPORT
“And I think what you see is that when economies get more and more evolved, you see the growth of services, businesses that are these things that can only happen when you have excess. The person that you pay for closet organizing would not have had a job in the turn of the agrarian revolution or the industrial revolution.”
Jason
Jason equities w=0.97 · n=105 · E222 (2025-04-05) · sentiment · strength 2 ▶ 1:38:15 SUPPORT
“Then think about generation tool belt. You've got all these plumbing jobs, electrician jobs, construction jobs that pay massively hourly wages that are available for people today. We have too many job openings today.”
TI
Tim Dillon (guest ×0.5) no equities track record · E224 (2025-04-19) · sentiment · strength 2 ▶ 19:47 SUPPORT
“you should destigmatize being an electrician, a plumber, a contractor, all these things that when I was told, when I was growing up, they point to a guy doing construction and go, you're going to do that if you don't do your homework. And then the people that did their homework are all bankrupt. And that construction guy is killing it.”
Sacks
Sacks equities w=0.89 · n=96 · E236 (2025-07-19) · sentiment · strength 2 ▶ 53:00 SUPPORT POLICY-ADJACENT
“It wasn't just big tech. Yes, Ruth Porat from Google was there. It's also small tech. There was hardware companies, there were robotics companies, but there were also these energy companies. There was nuclear, there was gas. The trade associations were there. It's construction, it's electricians, it's carpenters. And so, there was a huge diverse array of different parts of the economy that are going to experience growth from this AI boom that's taking place.”
Jason
Jason equities w=0.97 · n=105 · E238 (2025-08-09) · sentiment · strength 1 ▶ 1:06:00 SUPPORT
“And they're going for trade degrees where plumbers and electricians are making 100, 150k a year.”

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

Friedberg
Friedberg w=0.87
1 scoring event · 34% of moves
+36.4 → net +36.4
Chamath
Chamath w=0.84
2 scoring events · 22% of moves
+23.0 → net +23.0
Jason
Jason w=0.97
2 scoring events · 21% of moves
+22.2 → net +22.2
Sacks
Sacks w=0.89
2 scoring events · 18% of moves
+18.7 → net +18.7
TI
Tim Dillon guest ×0.5
1 scoring event · 6% of moves
+6.3 → net +6.3

⏳ decay drained -69.6 over the idea's life — that's time passing, attributed to no one

Score events

episodekindΔafternote
E197 2024-09-27 init +36.4 36.4 E197 born by Friedberg (explicit_prediction x3) [w=0.87]
E197 2024-09-27 reinforce +14.4 50.8 E197 Chamath support x3 (new voice) [w=0.84]
E197 2024-09-27 reinforce +9.8 60.6 E197 Sacks support x2 (new voice) [w=0.89]
E198 2024-10-03 decay -2.4 58.2 E198 silent
E199 2024-10-11 decay -2.3 55.8 E199 silent
E200 2024-10-18 decay -2.2 53.6 E200 silent
E201 2024-10-25 decay -2.1 51.5 E201 silent
E202 2024-11-01 decay -2.1 49.4 E202 silent
E203 2024-11-08 decay -2.0 47.4 E203 silent
E204 2024-11-16 decay -1.9 45.5 E204 silent
E205 2024-11-23 decay -1.8 43.7 E205 silent
E206 2024-12-07 decay -1.7 42.0 E206 silent
E207 2024-12-13 decay -1.7 40.3 E207 silent
E208 2024-12-20 decay -1.6 38.7 E208 silent
E209 2025-01-04 decay -1.5 37.1 E209 silent
E210 2025-01-11 decay -1.5 35.6 E210 silent
E211 2025-01-18 decay -1.4 34.2 E211 silent
E212 2025-01-25 decay -1.4 32.8 E212 silent
E213 2025-01-31 decay -1.3 31.5 E213 silent
E214 2025-02-07 reinforce +8.6 40.1 E214 Chamath support x2 [w=0.84]
E215 2025-02-15 decay -1.6 38.5 E215 silent
E216 2025-02-21 decay -1.5 37.0 E216 silent
E217 2025-03-01 decay -1.5 35.5 E217 silent
E218 2025-03-08 decay -1.4 34.1 E218 silent
E219 2025-03-15 decay -1.4 32.7 E219 silent
E220 2025-03-22 decay -1.3 31.4 E220 silent
E221 2025-03-29 decay -1.3 30.2 E221 silent
E222 2025-04-05 reinforce +15.3 45.4 E222 Jason support x2 (new voice) [w=0.97]
E223 2025-04-11 decay -1.8 43.6 E223 silent
E224 2025-04-19 reinforce +6.3 49.9 E224 Tim Dillon support x2 (new voice) [w=0.50]
E225 2025-04-26 decay -2.0 48.0 E225 silent
E226 2025-05-02 decay -1.9 46.0 E226 silent
E227 2025-05-09 decay -1.8 44.2 E227 silent
E228 2025-05-17 decay -1.8 42.4 E228 silent
E229 2025-05-24 decay -1.7 40.7 E229 silent
E231 2025-06-13 decay -1.6 39.1 E231 silent
E232 2025-06-21 decay -1.6 37.5 E232 silent
E233 2025-06-28 decay -1.5 36.0 E233 silent
E234 2025-07-04 decay -1.4 34.6 E234 silent
E235 2025-07-11 decay -1.4 33.2 E235 silent
E236 2025-07-19 reinforce +8.9 42.1 E236 Sacks support x2 [w=0.89]
E237 2025-08-01 decay -1.7 40.4 E237 silent
E238 2025-08-09 reinforce +6.9 47.3 E238 Jason support x1 [w=0.97]
E239 2025-08-15 decay -1.9 45.4 E239 silent
E240 2025-08-22 decay -1.8 43.6 E240 silent
E241 2025-08-29 decay -1.7 41.9 E241 silent
E242 2025-09-07 decay -1.7 40.2 E242 silent
E243 2025-09-19 decay -1.6 38.6 E243 silent
E244 2025-09-27 decay -1.5 37.1 E244 silent