id stringlengths 11 11 | type stringclasses 2
values | claim stringlengths 87 335 | tribunal_class stringclasses 1
value | source_file stringclasses 1
value |
|---|---|---|---|---|
SIGNAL-0477 | demand | |-------------|-------------| | PR-AC-001 | **Direct Financial Loss from Bad Purchases** | Consumers and businesses losing money on counterfeit/non-functional high-value electronics | [^166^][^186^][^187^] | | PR-AC-002 | **Data Center Outage Costs ($100K-$1M+)** | Financial impact of equipment failures causing service... | HONEY | research/defendable_dim05_asset_compute.md |
SIGNAL-0478 | demand | --------|-------------| | PR-AC-001 | **Direct Financial Loss from Bad Purchases** | Consumers and businesses losing money on counterfeit/non-functional high-value electronics | [^166^][^186^][^187^] | | PR-AC-002 | **Data Center Outage Costs ($100K-$1M+)** | Financial impact of equipment failures causing service disru... | HONEY | research/defendable_dim05_asset_compute.md |
SIGNAL-0479 | demand | usinesses losing money on counterfeit/non-functional high-value electronics | [^166^][^186^][^187^] | | PR-AC-002 | **Data Center Outage Costs ($100K-$1M+)** | Financial impact of equipment failures causing service disruptions; 54% of outages exceed $100K | [^177^][^179^] | | PR-AC-003 | **Operational Downtime/Reputati... | HONEY | research/defendable_dim05_asset_compute.md |
SIGNAL-0480 | demand | ion from failed equipment (e.g., Alaska Airlines grounding flights due to data center hardware failure) | [^177^] | | PR-AC-004 | **Chargeback and Fraud Management Costs** | Merchants spending $35 in fraud management per $100 in chargeback disputes; $100B in chargebacks expected in 2025 | [^159^][^157^] | | PR-AC-005 |... | HONEY | research/defendable_dim05_asset_compute.md |
SIGNAL-0501 | demand | - **Outage costs are increasing**: 54% of organizations reported their most recent significant outage exceeded $100,000; one in five reported losses over $1 million [^177^]. | HONEY | research/defendable_dim05_asset_compute.md |
SIGNAL-0502 | pricing | - **Data center outages caused by power, cooling, and hardware failures** are becoming more expensive, with 54% of organizations reporting outage costs exceeding $100,000 [^177^]. | HONEY | research/defendable_dim05_asset_compute.md |
SIGNAL-0505 | pricing | T2 | Analysis of Uptime Institute data on data center outage costs and causes | | [^179^] | DPS Telecom — "2025 Data Center Outage Report" | June 2025 | T2 | Report on power failures as root cause of 54% of impactful outages | | [^163^] | BrandShield — "The Top Online Marketplace Sc | HONEY | research/defendable_dim05_asset_compute.md |
SIGNAL-0506 | pricing | unterfeit/non-functional high-value electronics | [^166^][^186^][^187^] | | PR-AC-002 | **Data Center Outage Costs ($100K-$1M+)** | Financial impact of equipment failures causing service disruptions; 54% of outages exceed $100K | [^177^][^179^] | | PR-AC-003 | **Operational Downtime | HONEY | research/defendable_dim05_asset_compute.md |
SIGNAL-0516 | pricing | - **Power failures remain the #1 cause**: 54% of all impactful outages in 2024 [^179^]. | HONEY | research/defendable_dim05_asset_compute.md |
SIGNAL-0517 | pricing | - **IT and network complexity is a growing vulnerability**: IT/network issues caused 23% of impactful outages in 2024, an increase from prior years [^177^]. | HONEY | research/defendable_dim05_asset_compute.md |
SIGNAL-0518 | pricing | - **Human error is rising**: Outages caused by human error increased 10 percentage points compared to 2024; 58% due to failure to follow procedures [^177^]. | HONEY | research/defendable_dim05_asset_compute.md |
Compute Outage Pain Receipt
"the dropped run" — Mr. Defendable
A free pain-receipt dataset from the DefendableOS ecosystem. 11 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
- 11 pain receipts themed
compute-outage-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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