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SwarmandBee/defendable-pain-owasp-llm-top10-v0.1

OWASP LLM Top 10 Pain · 2025 "the prompt injection" — 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… See the full description on the dataset page: https://huggingface.co/datasets/SwarmandBee/defendable-pain-owasp-llm-top10-v0.1.

sourceHugging Facecc-by-4.0updated 4mo agoView on Hugging Face
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OWASP LLM Top 10 Pain · 2025

"the prompt injection" — 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 owasp-llm-top10
  • —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

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. 🐝