🏛️ Federal research funding retreats from universities
The Harvard fight is the leading edge of a structural retreat of federal research dollars from elite universities: $2.2B frozen and $9B under review, NIH capping the indirect-cost rate that ran to 69% at Harvard, Friedberg arguing universities may not be the right venue for fundamental research at all, and Sacks arguing a non-compliant school simply gives up its federal funding. University lab budgets shrink, which hits the suppliers of instruments, reagents and preclinical services that sell into academic core labs.
⚖ Why this verdict
fully deterministic — evaluate.py replays this from daily closes; nothing below is editable or hand-set
- Window: 2025-04-19 → 2026-04-19 — first mention + 12-month horizon, then the window locks.
- The call: ▼ SHORT TMO (primary play). TMO rose 25.3% over the window → direction-adjusted R = -25.3% (the call lost money).
- Benchmark: holding SPY over the same window returned +39.8%
→ α = -25.3 − (+39.8) = -65.1%
— what this call made or lost against just owning the index. This is the number the verdict uses.
Stock-selection read: +14.5% — did TMO move the predicted way relative to the market. The two only differ on a SHORT: this call was right about direction relative to the index but still cost money versus holding it.
- Rule fired:
· HIT — R ≥ +10% AND α ≥ +5· PARTIAL — R ≥ +5% OR α ≥ 0▶ MISS — everything else
- Credit: supporters of a MISS earn 0 each, opposers the inverse — this feeds the scoreboard weights. supported: Friedberg, Sacks
Conviction timeline
bands: green ≥ 65 · watch ≥ 45 · ember ≥ 15
Plays vs SPY · % since first mention (2025-04-19)
Plays
| expression | symbol | kind | relevance | rationale |
|---|---|---|---|---|
| ▼ SHORT | TMO | stock | PRIMARY | largest life-science tools and reagents vendor into academic and NIH-funded labs |
| ▼ SHORT | CRL | stock | adjacent | preclinical research services levered to academic and grant-funded research volume |
| ▼ SHORT | ILMN | stock | adjacent | sequencing instruments and consumables sold heavily into university core facilities |
Mention log
“So the question today that's being asked is, should we be doing fundamental scientific research at universities given that over time the administrative overhead has grown and they're basically creating administrative workloads and employing people without necessarily having a market incentive?”
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 -26.0 over the idea's life — that's time passing, attributed to no one
Score events
| episode | kind | Δ | after | note |
|---|---|---|---|---|
| E224 2025-04-19 | init | +16.8 | 16.8 | E224 born by Friedberg (sentiment x2) [w=0.84] |
| E224 2025-04-19 | reinforce | +14.5 | 31.2 | E224 Sacks support x1 (new voice) [w=0.97] |
| E225 2025-04-26 | decay | -1.2 | 30.0 | E225 silent |
| E226 2025-05-02 | decay | -1.2 | 28.8 | E226 silent |
| E227 2025-05-09 | decay | -1.2 | 27.6 | E227 silent |
| E228 2025-05-17 | decay | -1.1 | 26.5 | E228 silent |
| E229 2025-05-24 | decay | -1.1 | 25.5 | E229 silent |
| E231 2025-06-13 | decay | -1.0 | 24.4 | E231 silent |
| E232 2025-06-21 | decay | -1.0 | 23.5 | E232 silent |
| E233 2025-06-28 | decay | -0.9 | 22.5 | E233 silent |
| E234 2025-07-04 | decay | -0.9 | 21.6 | E234 silent |
| E235 2025-07-11 | decay | -0.9 | 20.8 | E235 silent |
| E236 2025-07-19 | decay | -0.8 | 19.9 | E236 silent |
| E237 2025-08-01 | decay | -0.8 | 19.1 | E237 silent |
| E238 2025-08-09 | decay | -0.8 | 18.4 | E238 silent |
| E239 2025-08-15 | decay | -0.7 | 17.6 | E239 silent |
| E240 2025-08-22 | decay | -0.7 | 16.9 | E240 silent |
| E241 2025-08-29 | decay | -0.7 | 16.3 | E241 silent |
| E242 2025-09-07 | decay | -0.7 | 15.6 | E242 silent |
| E243 2025-09-19 | decay | -0.6 | 15.0 | E243 silent |
| E244 2025-09-27 | decay | -0.6 | 14.4 | E244 silent |
| E245 2025-10-03 | decay | -0.6 | 13.8 | E245 silent |
| E246 2025-10-10 | decay | -0.6 | 13.3 | E246 silent |
| E247 2025-10-17 | decay | -0.5 | 12.7 | E247 silent |
| E248 2025-10-24 | decay | -0.5 | 12.2 | E248 silent |
| E249 2025-10-31 | decay | -0.5 | 11.7 | E249 silent |
| E250 2025-11-07 | decay | -0.5 | 11.3 | E250 silent |
| E251 2025-11-14 | decay | -0.5 | 10.8 | E251 silent |
| E252 2025-11-22 | decay | -0.4 | 10.4 | E252 silent |
| E253 2025-12-06 | decay | -0.4 | 10.0 | E253 silent |
| E254 2025-12-13 | decay | -0.4 | 9.6 | E254 silent |
| E255 2025-12-19 | decay | -0.4 | 9.2 | E255 silent |
| E256 2025-12-31 | decay | -0.4 | 8.8 | E256 silent |
| E257 2026-01-10 | decay | -0.4 | 8.5 | E257 silent |
| E258 2026-01-17 | decay | -0.3 | 8.1 | E258 silent |
| E259 2026-01-30 | decay | -0.3 | 7.8 | E259 silent |
| E260 2026-02-07 | decay | -0.3 | 7.5 | E260 silent |
| E261 2026-02-13 | decay | -0.3 | 7.2 | E261 silent |
| E262 2026-02-28 | decay | -0.3 | 6.9 | E262 silent |
| E263 2026-03-06 | decay | -0.3 | 6.6 | E263 silent |
| E264 2026-03-13 | decay | -0.3 | 6.4 | E264 silent |
| E265 2026-03-19 | decay | -0.3 | 6.1 | E265 silent |
| E266 2026-03-27 | decay | -0.2 | 5.9 | E266 silent |
| E267 2026-04-03 | decay | -0.2 | 5.6 | E267 silent |
| E268 2026-04-10 | decay | -0.2 | 5.4 | E268 silent |
| E269 2026-04-17 | decay | -0.2 | 5.2 | E269 silent |