id stringclasses 4
values | type stringclasses 1
value | claim stringclasses 4
values | tribunal_class stringclasses 2
values | source_file stringclasses 1
value |
|---|---|---|---|---|
SIGNAL-0472 | demand | - **AI chip shortages are fueling a booming secondary market** expected to grow from $40.2B (2024) to $140B+ over the next decade, creating massive counterfeit opportunity [^193^]. | HONEY | research/defendable_dim05_asset_compute.md |
SIGNAL-0497 | demand | - **The secondary/refurbished server market is booming**: expected to grow from $40.2B (2024) to $140B+ over the next decade, creating enormous opportunity for counterfeiters [^193^] | HONEY | research/defendable_dim05_asset_compute.md |
SIGNAL-0471 | demand | - **AI chip shortages are fueling a booming secondary market** expected to grow from $40.2B (2024) to $140B+ over the next decade, creating massive counterfeit opportunity | PROPOLIS | research/defendable_dim05_asset_compute.md |
SIGNAL-0496 | demand | - **The secondary/refurbished server market is booming**: expected to grow from $40.2B (2024) to $140B+ over the next decade, creating enormous opportunity for counte | PROPOLIS | research/defendable_dim05_asset_compute.md |
VRAM Pain Receipt · OOM
"the OOM" — Mr. Defendable
A free pain-receipt dataset from the DefendableOS ecosystem. 4 rows · ready to read · all cited or graded · CC-BY-4.0.
Part of the 100-pack — 100 free pain-receipt datasets dropped from the Defendable Bakery to the open AI-trust community. Different theme per dataset. Same operator voice across all of them.
Tribunal begins before training. No proof, no honey. To the shed.
What's in here
- 4 pain receipts themed
vram-pain - Sourced from the Defendable Federal Demand Intelligence corpus + the Kimi deep-research intake
- Each row is either HONEY/JELLY/PROPOLIS Tribunal-graded or carries an explicit verification path
Use it for
- AI-trust grading training data (supervised)
- Pain-mode retrieval — index by theme, query by failure mode
- SwarmFixer-style repair loops — feed PROPOLIS rows into your fixer to study what breaks
- Operator voice training — the cracked summaries carry the Mr. Defendable cadence
Doctrine reminder
PROPOLIS rows are the deceiving shine — fabrication looks shippable from the outside. JELLY rows are real signal that needs corroboration. HONEY rows survived the gate. None of this is investment advice, legal advice, or medical advice — these are operator-grade pain receipts published as-is for AI training.
The 100-pack
Browse the rest at huggingface.co/SwarmandBee. All 100 are free. All 100 carry the Defendable doctrine. Take what you need.
Operator + Contact
Swarm and Bee LLC · Florida · D-U-N-S 138652395 · DBA Swarm & Bee AI · a surface of DefendableOS
- Email · build@swarmandbee.ai
- X · @swarmandbee
- LinkedIn · Donovan Mackey (founder)
- GitHub · SudoSuOps
- Hugging Face · SwarmandBee
License
CC-BY-4.0 · attribution to Swarm and Bee LLC. Free to use, share, train on. Cite us when you ship.
Ring ring · to the shed. 🐝
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