🌍 America's accidental UBI creates a national labor shortage and throttles growth
Federal pandemic unemployment stacked on state benefits pays people 60-80% of their wage not to work, so the labor force stays impaired: every state in the union gets a severe labor shortage, employers bid pay up (Chipotle to a $15 floor and a $100K path, Uber drivers at $38/hr in NY, servers past $18), input costs and prices rise, and the result of the experiment is negative-to-throttled real economic growth.
⚖ Why this verdict
fully deterministic — evaluate.py replays this from daily closes; nothing below is editable or hand-set
- Window: 2021-05-13 → 2022-05-13 — first mention + 12-month horizon, then the window locks.
- The call: ▼ SHORT IWM (primary play). IWM fell 16.7% over the window → direction-adjusted R = +16.7% (the call made money).
- Benchmark: holding SPY over the same window returned -0.8%
→ α = +16.7 − (-0.8) = +17.5%
— what this call made or lost against just owning the index. This is the number the verdict uses.
Stock-selection read: +15.9% — did IWM move the predicted way relative to the market. The two only differ on a SHORT: this call beat the index outright.
- Rule fired:
▶ HIT — R ≥ +10% AND α ≥ +5 ✓ (R 16.7, α 17.5)· PARTIAL — R ≥ +5% OR α ≥ 0· MISS — everything else
- Credit: supporters of a HIT earn 1.0 each, opposers the inverse — this feeds the scoreboard weights. supported: Chamath, Sacks | opposed: Jason | proxy-sensitive: CMG→PARTIAL (+0.3%); DRI→PARTIAL (+1.4%)
Conviction timeline
bands: green ≥ 65 · watch ≥ 45 · ember ≥ 15
Plays vs SPY · % since first mention (2021-05-13)
Plays
| expression | symbol | kind | relevance | rationale |
|---|---|---|---|---|
| ▼ SHORT | IWM | etf | PRIMARY | domestic small caps carry the labor-availability and wage-cost burden of a throttled reopening |
| ▼ SHORT | CMG | stock | adjacent | their own worked example: $15 wage floor plus a $100K pay path announced the day of taping |
| ▼ SHORT | DRI | stock | adjacent | labor-intensive casual dining — the 'restaurants overbooked, cannot get servers' margin squeeze |
Mention log
“This is the key issue right now for a lot of businesses. I mean, you have restaurants that are overbooked cannot get servers. ... the result of this UBI experiment is negative economic growth or throttled economic growth, we cannot be productive if people don't want to work and contribute.”
“Montana now has a severe labor shortage, but it's not just Montana, it's every state in the union. So we have these two opposing forces, right? We have so much stimulus, we have an under motivated labor force, we have more taxation, that's also just going to be wasted. So very poor ROI. ... And then now we have input costs going up, and prices going up to try to attract people.”
“Just to build on that, so that second step of their overcompensating, their inability to open with money is so true, because then what happens is your labor force stays impaired because people make enough money by not working.”
“all of that is exacerbating this employment problem, which you can only solve by raising wages, right? ... all of it just means that there are just fewer people to do the work, which means you're going to have to pay more to get the work done.”
“And then the fourth is you have all these boomers with an enormous amount of savings, 30, 40, 50 trillion dollars, who are pulling forward their retirement and also subsidizing their kids. You put it all together, there's less of an incentive to be in the job force unless you pay higher wages.”
“End of the great resignation. That whole concept of like fun employed and I'm going to flip NFTs and I'm not going to go to work, that's out the window. So for people who've been enjoying it, people are going to need jobs.”
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
⏳ decay drained -81.8 over the idea's life — that's time passing, attributed to no one
Score events
| episode | kind | Δ | after | note |
|---|---|---|---|---|
| E32 2021-05-13 | init | +53.2 | 53.2 | E32 born by Jason (explicit_prediction x3) [w=1.27] |
| E32 2021-05-13 | reinforce | +11.2 | 64.4 | E32 Chamath support x2 (new voice) [w=1.06] |
| E33 2021-05-22 | decay | -2.6 | 61.8 | E33 silent |
| E34 2021-05-31 | decay | -2.5 | 59.4 | E34 silent |
| E35 2021-06-13 | decay | -2.4 | 57.0 | E35 silent |
| E36 2021-06-18 | decay | -2.3 | 54.7 | E36 silent |
| E37 2021-06-25 | decay | -2.2 | 52.5 | E37 silent |
| E38 2021-07-03 | decay | -2.1 | 50.4 | E38 silent |
| E39 2021-07-09 | decay | -2.0 | 48.4 | E39 silent |
| E40 2021-07-16 | decay | -1.9 | 46.5 | E40 silent |
| E41 2021-07-23 | decay | -1.9 | 44.6 | E41 silent |
| E42 2021-07-30 | decay | -1.8 | 42.8 | E42 silent |
| E43 2021-08-06 | decay | -1.7 | 41.1 | E43 silent |
| E44 2021-08-28 | decay | -1.6 | 39.5 | E44 silent |
| E45 2021-09-04 | decay | -1.6 | 37.9 | E45 silent |
| E46 2021-09-14 | decay | -1.5 | 36.4 | E46 silent |
| E47 2021-09-18 | decay | -1.5 | 34.9 | E47 silent |
| E49 2021-10-02 | decay | -1.4 | 33.5 | E49 silent |
| E50 2021-10-09 | decay | -1.3 | 32.2 | E50 silent |
| E51 2021-10-16 | decay | -1.3 | 30.9 | E51 silent |
| E52 2021-10-23 | decay | -1.2 | 29.7 | E52 silent |
| E53 2021-10-30 | decay | -1.2 | 28.5 | E53 silent |
| E54 2021-11-06 | decay | -1.1 | 27.3 | E54 silent |
| E55 2021-11-13 | reinforce | +11.6 | 38.9 | E55 Chamath support x2 [w=1.06] |
| E55 2021-11-13 | reinforce | +15.5 | 54.4 | E55 Sacks support x2 (new voice) [w=1.12] |
| E56 2021-11-20 | decay | -2.2 | 52.2 | E56 silent |
| E57 2021-12-04 | reinforce | +7.6 | 59.8 | E57 Chamath support x2 [w=1.06] |
| E58 2021-12-11 | reinforce | +6.4 | 66.2 | E58 Chamath support x2 [w=1.06] |
| E58 2021-12-11 | reinforce | +5.7 | 71.9 | E58 Sacks support x2 [w=1.12] |
| E58 2021-12-11 | reinforce | +4.3 | 76.2 | E58 Jason support x1 [w=1.27] |
| E59 2021-12-17 | decay | -3.0 | 73.2 | E59 silent |
| E60 2021-12-23 | decay | -2.9 | 70.2 | E60 silent |
| E61 2021-12-29 | decay | -2.8 | 67.4 | E61 silent |
| E62 2022-01-08 | decay | -2.7 | 64.7 | E62 silent |
| E63 2022-01-15 | decay | -2.6 | 62.1 | E63 silent |
| E64 2022-01-22 | decay | -2.5 | 59.7 | E64 silent |
| E65 2022-01-29 | decay | -2.4 | 57.3 | E65 silent |
| E66 2022-02-05 | decay | -2.3 | 55.0 | E66 silent |
| E67 2022-02-12 | decay | -2.2 | 52.8 | E67 silent |
| E68 2022-02-19 | decay | -2.1 | 50.7 | E68 silent |
| E70 2022-02-24 | decay | -2.0 | 48.6 | E70 silent |
| E71 2022-03-05 | decay | -1.9 | 46.7 | E71 silent |
| E72 2022-03-19 | decay | -1.9 | 44.8 | E72 silent |
| E73 2022-03-26 | decay | -1.8 | 43.0 | E73 silent |
| E74 2022-04-01 | decay | -1.7 | 41.3 | E74 silent |
| E75 2022-04-09 | decay | -1.7 | 39.7 | E75 silent |
| E76 2022-04-16 | decay | -1.6 | 38.1 | E76 silent |
| E77 2022-04-23 | decay | -1.5 | 36.5 | E77 silent |
| E78 2022-04-30 | decay | -1.5 | 35.1 | E78 silent |
| E79 2022-05-07 | decay | -1.4 | 33.7 | E79 silent |
| E80 2022-05-13 | reversal | -20.2 | 13.5 | E80 Jason flips |