Living Outcome Oracle

Reputation as math, conditioned on outcomes.

The LOO maintains a Beta(α, β) posterior per (peptide, indication, baseline-biomarker bin, cohort cohort) tuple. Successful primary-endpoint outcomes - weighted by evidence grade and BioGate tier - increment α; null and adverse outcomes increment β. Every revealed OEA-V1 updates the relevant cells.

Posterior heatmap · P(success | peptide × indication)opacity = sample size · color = mean P
Peptide
soft-tissue recovery
metabolic / GLP-1
GH optimization
skin remodeling
cognitive resilience
longevity / circadian
antimicrobial research
BPC-157
bpc-157
77%
n≈34
23%
n≈-29
42%
n≈-22
45%
n≈16
38%
n≈-134
48%
n≈126
37%
n≈-25
TB-500 (Thymosin β-4 fragment)
tb-500
39%
n≈103
31%
n≈-51
48%
n≈12
39%
n≈-78
41%
n≈61
30%
n≈-26
28%
n≈56
GHK-Cu
ghk-cu
41%
n≈-82
16%
n≈-196
8%
n≈-420
45%
n≈-101
21%
n≈-133
44%
n≈94
40%
n≈-96
Semaglutide
semaglutide
18%
n≈-179
35%
n≈134
44%
n≈37
39%
n≈-34
48%
n≈65
5%
n≈-565
44%
n≈-75
CJC-1295 (with DAC)
cjc-1295
9%
n≈324
16%
n≈188
45%
n≈-65
11%
n≈-378
6%
n≈594
48%
n≈-82
26%
n≈46
Ipamorelin
ipamorelin
40%
n≈-81
22%
n≈94
63%
n≈27
8%
n≈789
14%
n≈67
30%
n≈-45
24%
n≈-52
Selank
selank
28%
n≈8
38%
n≈98
36%
n≈-68
12%
n≈163
47%
n≈-45
43%
n≈147
17%
n≈85
Epitalon
epitalon
47%
n≈-75
46%
n≈92
49%
n≈-34
47%
n≈25
25%
n≈234
28%
n≈-69
10%
n≈354
LL-37 (Cathelicidin)
ll-37
48%
n≈-57
21%
n≈7
13%
n≈137
31%
n≈-21
9%
n≈-520
47%
n≈40
44%
n≈20
P:
opacity:
→ sample size

Per-peptide posteriors

Posterior update log

WhenPeptideCohortΔ posterior meanSample bumptx hash
2026-04-22 14:11BPC-157cohort-2026-q1-bpc-04+4.68%+263bcbb8e03ccbba
2026-04-22 14:11TB-500 (Thymosin β-4 fragment)cohort-2026-q1-tb-04+4.29%+291a0e3d61190e3b
2026-04-22 14:11GHK-Cucohort-2026-q1-ghk-04+1.80%+10c9235e9cca2360
2026-04-22 14:11Semaglutidecohort-2026-q1-semaglutide-04+2.15%+11dba6e213daa6e0
2026-04-22 14:11CJC-1295 (with DAC)cohort-2026-q1-cjc-04-0.83%+215cd05cad5bd05b
2026-04-22 14:11Ipamorelincohort-2026-q1-ipamorelin-04-0.83%+29484064d9474063