3 days on Scouts
shipped:
→ reputation system
single 0-100 score per scout, quality-weighted, carries across seasons, never resets.
→ performance bonus
no cap, bigger calls pay more, no ceiling.
→ rebuilt the eval engine
backtested, fully autonomous, ~$1.43 a run.
→ ~20 scouts onboarded,
daily + weekly lea...
Faircaster
by
luc
TICKER
$FAIR
BUYERS
1.5K+
AGE
1y
2
5
THANK YOU!
Continuing on with the SUSTAINABILITY GRANTS category.
@checkr by @tomu
$2,000 Sustainability Grant
/glanker Empire Builder by @yerbearserker and @diviflyy
$2,000 Sustainability Grant
@purplerain by @mvr
$2,000 Sustainability Grant
@indexy by @kaloh
$2,000 Sustainability Grant
@faircaster by @runn3rr
$2,000
10
1
1
9
quick recap of last week at :
products:
- scouts: hiring end-to-end: formo form, hiring drop on
@fair_vc
, dm'd all picks, onboarding kicks off today
- judgement agent refactor, runs noticeably leaner now
- volume pipeline hit final stages of testing, tool dropping for GPs this week
- prepping
$VVV
dashboard, ...
Faircaster
byluc
TICKER
$FAIR
BUYERS
1.5K+
AGE
1y
2
1
16
the cool thing are loops, where each pipeline competes with the others while also optimizing them
e.g. scout finds $aeon at 400K
ok, great find, but is it enough conviction?
the agent checks the other pipelines
was it confirmed anywhere else?
let's assume - no
$Fair is watching the token but doesn't have enough c...
What Changes in Fair v2 #1
New sourcing pipelines
V1: X and Farcaster. the agent watching social signals 24/7
V2 keeps those and adds two more:
Scout Pipeline
Humans have taste, conviction, narrative instinct
The parts of sourcing models can't replicate yet
Season 0.5 starts next week
Onchain Pipeline
Flags volume
6
we automate our own meta-ops at
built an agent that:
- pulls socials, onchain, product data
- finds the best-performing post of the week
- benchmarks against q2 goals
- writes to a notion db + ships a weekly html brief
all autonomously, saves me ~0.5-1 hr a week
Faircaster
byluc
TICKER
$FAIR
BUYERS
1.5K+
AGE
1y
3
8
we looking for you, best base hunters!
WE ARE HIRING SCOUTS!
AI already took your job
we offer you another path
we invite you, a human, to join the Fair fund as scout
Testing of the scout sourcing pipeline proved the hypothesis:
4 scouts found 5 signals, 4 trades, and 50+ entries into our knowledge base
best performers brought paper returns up to 2000%
N
9
it's obvious AI is disrupting many industries
@garrytan: YC has 10-20 person teams hitting $10-20M ARR in 10-20 months
literally never happened in software before:
tiny teams shipping fast, finding PMF in weeks thousands of them, in parallel
traditional VC can't keep up
their math needs multi-million dollar checks:...
Fair v2 starts today.
v1 was the hypothesis:
can an AI agent actually run a VC fund?
we've answered it.
$59k in. fund peaked at $126k. six months.
100%+ unPNL.
huge unrealized wins on $qr, $noice, $opsys and more.
80+ signals, research, memos, market reads.
even Brian noticed us.
but what matters most: a commu
1
6
Week 11–17 may · update
Scout game
s0 — wrapped
apr 13 → apr 30: 34 submissions · 24 evaluated · 9 flagged (4 TRADE + 5 SIGNAL) · 10 DB_SAVE · 5 REJECT
best wins:
$AEON
+1400% · $MIROSHARK +700% · $CYB3R +200% → hypothesis works on paper
s0.5 phase 1 — closed
X smoke test passed
4 GP-scouts migrated TG → X...
Faircaster
byluc
TICKER
$FAIR
BUYERS
1.5K+
AGE
1y
6
