id stringclasses 2
values | type stringclasses 2
values | claim stringclasses 2
values | tribunal_class stringclasses 1
value | source_file stringclasses 1
value |
|---|---|---|---|---|
SIGNAL-0356 | demand | * Call outside business hours, register own MFA devices, delete suspicious activity emails [^124^] - **CURLY SPIDER:** Combines spam bombing with vishing to deploy backdoors [^124^] - **CHATTY SPIDER:** Callback phishing with ransom demands reaching $8 million [^124^] - **FAMOUS CHOLLIMA (DPRK):** Deployed AI-generated... | HONEY | research/defendable_dim03_cyber_ai_risk.md |
SIGNAL-0405 | pricing | ^] - **LABYRINTH CHOLLIMA (DPRK):** Consistently compromised developer workstations via backdoored GitHub projects before pivoting to cloud environments [^124^] - **Cloud-conscious intrusions:** Rose 266% among state-nexus actors [^125^] **Salt Typhoon Capabilities:** [^133^] [^125^ | HONEY | research/defendable_dim03_cyber_ai_risk.md |
Training Data Poisoning Pain
"the spike" — Mr. Defendable
A free pain-receipt dataset from the DefendableOS ecosystem. 2 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
- 2 pain receipts themed
training-data-poisoning - 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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