SwarmEnergy Refinery · Tribunal · Forge
● LIVE · Hedera anchored
block 0 · —
Fleet 0.0 TFLOPS · 0 GPU-h today
Virgin agents forged
0/21,000,000
0.0000% of supply · RJP-1 attested · tribunal sealed · Hedera anchored
NEXT MERKLE ANCHOR
~3h 00m
Burn rate 0 pairs/min
Microscalers
7/7
Mempool · Hive
0 cooking
Sealed batches → Hedera
Tribunal · Arena
judging
The Tier Ladder

Four verdicts. No gray area.

Every pair that leaves the mempool faces the 6+1 gates: schema · dedup · leak · factual · coherence · signal · jelly. The verdict stamps the tier. The tier sets the use. The receipt is public, the lineage is cryptographic, the ruling is final.

Royal Jelly
≈ 22%
JellyScore ≥ 0.90
7/7 gates pass · novelty ≥ 0.85
cross-verified · no eval leak
The rarest output. Pairs that teach something new, defensible against scrutiny, not present in any public eval set. These train the top-tier models — the ones that feed the queen.
Used for
Flagship model training · premium dataset licensing · benchmark authoring
Honey
≈ 42%
JellyScore 0.78–0.89
7/7 gates pass · factually clean
production-grade
The workhorse. Bankable pairs — correct, useful, well-formed. Not novel enough for the queen but the backbone of every shipping model. This is what you sell.
Used for
Production SFT · domain-vertical packs · customer deployments
Propolis
≈ 23%
JellyScore 0.65–0.77
6/7 gates pass · minor defects
structurally sound
The sealant. Useful scaffolding — preamble, negative examples, format templates, structural glue. Doesn't feed the queen but keeps the hive watertight. Discounted, not discarded.
Used for
Negative examples · warm-up data · format conditioning · RLHF rollouts
Eliminated
≈ 13%
JellyScore < 0.65
≤ 5/7 gates pass
contaminated · duplicated · leaked
Dead on arrival. Hallucinations, think-tag leakage, trivial dupes, eval contamination. Logged with reason codes — the pipeline learns from its misses — but never sold, never trained, never shipped.
Used for
Cook auditor feedback · contamination forensics · generator tuning
Royal Jelly specimen

What a Royal pair actually looks like.

The top 22 percent. Pulled live from the ledger. Rotating — each one passed all seven gates, cleared the novelty threshold, and got Merkle-stamped to Hedera within the last anchoring window.

How it works

Compute in. Classified intelligence out.

Microscalers bring attested GPU-hours. The mempool-hive cooks pairs into batches. The tribunal rules on every pair through the six gates plus a JellyScore floor — Merkle-stamped every three hours, kill switch at one percent contamination, anchored to Hedera. What survives the arena gets a tier stamp: Royal Jelly, Honey, Propolis — or it's eliminated. Twenty-one million virgin agents, cap enforced by compute, not code. Swarm & Bee handles the market off-site.

01 · SUPPLY
Microscalers
Bring attested GPU-hours. Compute is metered, sealed, fingerprinted at the silicon. Paid per verified work unit — no phantom hash rate.
02 · REFINERY
SwarmEnergy
The tribunal. Royal Jelly Protocol runs the 6+1 gates on every pair. Verdicts final, lineage public, cook auditor watches the watchers.
03 · MARKET
Swarm & Bee
The exchange, off-site. Lists what the tribunal stamps, matches buyers, settles in USDC. Licensed brokerage — not a token venue.