a talk by shadow00/00

tokenmaxxing

how i run an army on other people's subsidies

subscription account pooling
the setup00/00

one person. an army.

six months. one operator. no employees.

you + a phone lanelanelane lanelanelane …while you sleep
no standups
the problem00/00

then the army stopped.

ten lanes. one account capped. everything halted.

weekly limit 100% · EXHAUSTED ✕ lane 07 stalled ✕ lane 08 stalled ✕ lane 09 stalled ✕ lane 10 stalled → me, in the sun, oauth on a phone → switching accounts by hand. like an animal.
it was never a talent problem
v0 → v100/00

i duct-taped a pool. then us boys at eliza baked it into the agent.

  • add an account, it auto-switches
  • walk the fingerprint per seat
  • i lost two accounts finding the edge
escalation → us: pool them: fp us: bypass them: kyc us: 😐
rip
they escalated00/00
claude.ai quick identity check: government photo id + camera access before subscription

they escalated to your face.

government id. camera. before you can pay them.

now i'm kyc'd. hi anthropic. love the product.
this is live. right now.00/00
live pool status dashboard: 8 seats, session weekly and fable windows, 3 exhausted
8 seats · 19 leases · 3 exhausted · not a mockup tap to zoom ⤢
the subsidy00/00

they are selling dollars for cents.

they wrote the incentive. i am standing in it.

$200flat sub / mo
~15-75×vs metered api
same ~1B tokens / month sub $200 $3/M ~$3k $6/M ~$6k $15/M ~$15k
thank you for the grant program
the meter is wrong00/00

a 5-hour window is not a feature. it's rationing.

a person idles. an agent does not. so they shipped a 5-hour session and a weekly cap.

rationing is what happens when a price is wrong.

what they actually shipped 5-hr session rolling window weekly cap then you wait = a slot in a queue WEEKLY USED · 100% · EXHAUSTED SESSION USED · 50% · resets in 2h rationing means the price is wrong the fix isn't a better hack. it's a better instrument.
a queue is not a price
"just self-host it"00/00

open weights are free. a datacenter's utilization is not.

not competing with the model. competing with their batch efficiency.

kimi k3 2.8T total · ~50B active weights @4bit = 1.4 TB → 8× B300 (288GB) w/ kv headroom → ~$47k/mo box glm 5.2 744B total · ~40B active weights @4bit = 372 GB → 4× B300 → ~$23k/mo box idle gpu = burning money. ~$1.78/1M self-serve vs $0.20 sub.
b300s do not care about your feelings
own the compute · 1/300/00

i would not build a company on top of this.

3 of 8 seats dead. one seat carrying all 19 leases. no sla survives that.

the pool, right now seat seat seat 19x exh seat exh exh 3 of 8 exhausted · one seat doing 19 leases fragility → ✕ fingerprint arms race ✕ ban waves ✕ subsidy that ends
a bridge is not a foundation
own the compute · 2/300/00

so stop selling seats. sell forwards.

  • sub: flat revenue, unbounded cost
  • metered: the same problem, moved onto the buyer
  • forward: buyer locks a block, provider books it up front
subscription a siege metered api a tax a forward on compute price it like electricity, not like a seat energy already does this: PPAs, forward power. compute is the new electricity.
this is how power is sold
own the compute · 3/300/00

own the block. draw it down. resell the rest.

someone still has to own the metal.

buy a block of future compute meter against your own block resell what you don't use a market with a price. not an arms race.
make the rate limiter unnecessary
decentralized research · 1/200/00

a swarm proving math overnight: arklib.

lean. an open problem. ten lanes overnight. every proof machine-checked.

orchestrator lane✓ lane✓ dead lane✓ dead receipts committed no lane redoes a dead route
it runs while i sleep
decentralized research · 2/200/00

negative results accumulate.

humans never publish dead ends. a swarm commits them by default. works anywhere a machine can check the answer: binder design, security audits, repros.

lean checks it trust the checker, not the agents dead ends logged search space shrinks by default flat seats = a grant program for open research compute research burn is bursty and huge. metered makes it ruinous. pooled, it's free-ish. no lab will ever fund your conjecture.
the dead ends were the deliverable
fin00/00
own the block.
shadow · eliza · pool.shad0w.xyz
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