id stringlengths 11 11 | claim stringlengths 84 342 | tribunal_class stringclasses 1
value | confidence stringclasses 1
value | source_file stringclasses 1
value |
|---|---|---|---|---|
SIGNAL-0002 | Investment scams led to $5.7 billion in losses, followed by imposter scams at $2.95 billion [^3^]. | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0003 | Investment scams led to $5.7 billion in losses, followed by imposter scams at $2.95 billion [^3^]. | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0005 | - **CFPB enforcement actions as of January 2025 resulted in $19.7 billion in consumer relief**, 195 million people eligible for relief, and $5 billion in civil money penalties [^4^]. | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0008 | Regions Bank was ordered to refund $141 million in surprise overdraft fees in 2022 [^12^]. | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0009 | Navy Federal was ordered to refund $80 million for similar practices in 2024 [^13^]. | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0020 | es in 2024-2025 vs Experian exceeding 90% [^6^] - TransUnion jumped from 5% to 30% dispute confirmation rate in 2022 and stayed near that level [^6^] - CFPB sued Experian for failing to properly investigate disputes [^8^] - Equifax settled for $15 million with consent order to fix dispute process [^8^] - **Volume... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0021 | ees - **Description:** Banks charging overdraft fees on transactions consumers had sufficient funds for at the time of authorization; NSF fee double-dipping; re-ordering transactions to maximize fees - **Example incidents:** - Regions Bank charged $141 million in "Authorized-Positive" overdraft fees from Aug 2018-Jul... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0022 | aximize fees - **Example incidents:** - Regions Bank charged $141 million in "Authorized-Positive" overdraft fees from Aug 2018-Jul 2021 [^12^] - Navy Federal charged surprise overdraft fees on ATM/debit transactions 2017-2022, ordered to refund $80M+ [^13^] - Wells Fargo charged surprise overdraft fees affecting... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0023 | used threats of arrest, lawsuits to collect debts consumers didn't owe; $9.6 million judgment [^10^] - Superior Servicing operated illegal student loan debt-relie | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0024 | used threats of arrest, lawsuits to collect debts consumers didn't owe; $9.6 million judgment [^10^] - Superior Servicing operated illegal student loan debt-relief, collected advance fees; $45 million settlement [^10^] - CFPB received 387,400 debt collection complaints in 2025 | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0025 | escription:** Failure to provide foreclosure protections; kickbacks; kickbacks for referrals; manufactured home lending abuse; PACE loan abuse - **Example incidents:** - Fay Servicing violated 2017 order, failed to provide foreclosure protections; $3M redress + $2M penalty + $2M tech investment [^16^] - CFPB sued r... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0026 | Failure to provide foreclosure protections; kickbacks; kickbacks for referrals; manufactured home lending abuse; PACE loan abuse - **Example incidents:** - Fay Servicing violated 2017 order, failed to provide foreclosure protections; $3M redress + $2M penalty + $2M tech investment [^16^] - CFPB sued real estate bro... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0027 | vide foreclosure protections; kickbacks; kickbacks for referrals; manufactured home lending abuse; PACE loan abuse - **Example incidents:** - Fay Servicing violated 2017 order, failed to provide foreclosure protections; $3M redress + $2M penalty + $2M tech investment [^16^] - CFPB sued real estate brokerage for RES... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0028 | r, failed to provide foreclosure protections; $3M redress + $2M penalty + $2M tech investment [^16^] - CFPB sued real estate brokerage for RESPA kickbacks and steering consumers [^17^] - Trident Mortgage redlined majority-minority neighborhoods; $4 million civil penalty [^18^] - **Source:** CFPB enforcement actions... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0029 | Bank opened credit cards/deposit accounts without consumer knowledge or consent [^18^] - Bank of America wrongfully withheld credit card rewards, opened accounts without consent; $250 million order [^19^] - Wells Fargo secretly opened unauthorized deposit/credit card a | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0030 | accounts without consumer knowledge or consent [^18^] - Bank of America wrongfully withheld credit card rewards, opened accounts without consent; $250 million order [^19^] - Wells Fargo secretly opened unauthorized deposit/credit card accounts; $100 million penalty in 2016 [^20^] - VyStar Credit Union botched onl... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0031 | rest rates on legacy accounts while offering higher rates on new products; failing to inform customers of better options - **Example incidents:** - Capital One kept 360 Savings at 0.3% APY while 360 Performance Savings reached 4.25%; CFPB sued for $2 billion [^7^] - ~75% of affected Capital One customers still held... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0032 | - Capital One kept 360 Savings at 0.3% APY while 360 Performance Savings reached 4.25%; CFPB sued for $2 billion [^7^] - ~75% of affected Capital One customers still held lower-paying accounts [^7^] - Capital One settled private litigation for $425 million; judge rejected initial deal as inadequate [^7^] - CFPB v... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0033 | Student Loan Servicing Abuse - **Description:** Misleading borrowers about repayment options; botching payment processing; harming disabled borrowers' credit; cosigner release deception - **Example incidents:** - Navient settled for $120 million, permanently banned from federal student loan servicing [^22^] - Navie... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0034 | Investment and Fraud Scams - **Description:** Investment scams, imposter scams, job scams, romance scams targeting consumers through social media, phone, and email - **Example incidents:** - $5.7 billion lost to investment scams in 2024 [^3^] - $2.95 billion lost to imposter scams | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0035 | Investment and Fraud Scams - **Description:** Investment scams, imposter scams, job scams, romance scams targeting consumers through social media, phone, and email - **Example incidents:** - $5.7 billion lost to investment scams in 2024 [^3^] - $2.95 billion lost to imposter scams in 2024 [^3^] - Job scam losses ... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0036 | job scams, romance scams targeting consumers through social media, phone, and email - **Example incidents:** - $5.7 billion lost to investment scams in 2024 [^3^] - $2.95 billion lost to imposter scams in 2024 [^3^] - Job scam losses grew from $90 million (2020) to $501 million (2024) [^3^] - 70% of victims con... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0037 | ms targeting consumers through social media, phone, and email - **Example incidents:** - $5.7 billion lost to investment scams in 2024 [^3^] - $2.95 billion lost to imposter scams in 2024 [^3^] - Job scam losses grew from $90 million (2020) to $501 million (2024) [^3^] - 70% of victims contacted via social medi... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0038 | billion lost to investment scams in 2024 [^3^] - $2.95 billion lost to imposter scams in 2024 [^3^] - Job scam losses grew from $90 million (2020) to $501 million (2024) [^3^] - 70% of victims contacted via social media reported losing money ($1.9 billion total) [^3^] - Bank transfers led to $2 billion in losse... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0039 | $2.95 billion lost to imposter scams in 2024 [^3^] - Job scam losses grew from $90 million (2020) to $501 million (2024) [^3^] - 70% of victims contacted via social media reported losing money ($1.9 billion total) [^3^] - Bank transfers led to $2 billion in losses; cryptocurrency $1.4 billion [^3^] - **Source:** ... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0040 | in 2024 [^3^] - Job scam losses grew from $90 million (2020) to $501 million (2024) [^3^] - 70% of victims contacted via social media reported losing money ($1.9 billion total) [^3^] - Bank transfers led to $2 billion in losses; cryptocurrency $1.4 billion [^3^] - **Source:** FTC Consumer Sentinel Network Data Bo... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0041 | ] - **Source:** FTC Data Book [^3^]; Javelin Identity Fraud Study [^24^] --- ### Pain Receipt Types | # | Pain Receipt Type | Evidence | Source | |---|-------------------|----------|--------| | 1 | **Monetary Loss — Direct Fees** | Consumers paid $141M+ in surprise overdraft fees (Regions); $80M+ (Navy Federal); $2B... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0042 | Identity Fraud Study [^24^] --- ### Pain Receipt Types | # | Pain Receipt Type | Evidence | Source | |---|-------------------|----------|--------| | 1 | **Monetary Loss — Direct Fees** | Consumers paid $141M+ in surprise overdraft fees (Regions); $80M+ (Navy Federal); $2B in lost interest (Capital One) | CFPB Consen... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0043 | ^24^] --- ### Pain Receipt Types | # | Pain Receipt Type | Evidence | Source | |---|-------------------|----------|--------| | 1 | **Monetary Loss — Direct Fees** | Consumers paid $141M+ in surprise overdraft fees (Regions); $80M+ (Navy Federal); $2B in lost interest (Capital One) | CFPB Consent Orders [^12^][^13^] ... | HONEY | high | research/defendable_dim01_consumer_financial.md |
SIGNAL-0044 | -----|--------| | 1 | **Monetary Loss — Direct Fees** | Consumers paid $141M+ in surprise overdraft fees (Regions); $80M+ (Navy Federal); $2B in lost interest (Capital One) | CFPB Consent Orders [^12^][^13^] | | 2 | **Monetary Loss — Fraud/Theft** | $12.5B in total fraud losses in 2024; $5.7B investment scams; $2.95B i... | HONEY | high | research/defendable_dim01_consumer_financial.md |
Validate the Validator · Tribunal Audit Pack
"the grader graded" — Mr. Defendable
A free pain-receipt dataset from the DefendableOS ecosystem. 30 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
- 30 pain receipts themed
validate-the-validator - 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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