model card stub · principal voice agent · weights pending publication

README.md

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+---
+license: apache-2.0
+language:
+- en
+base_model: Qwen/Qwen2.5-32B
+pipeline_tag: text-generation
+library_name: transformers
+tags:
+- principal-voice
+- mr-defendable
+- operator-grade
+- cre-broker-cadence
+- swarm-and-bee
+- defendable-os
+- founder-voice
+- agent-defense
+- coming-soon
+---
+
+# Mr. Defendable · Voice
+
+**The principal voice of the DefendableOS ecosystem.** A founder-grade, CRE-broker-cadence agent fine-tuned to speak with 30 years of institutional discipline — the voice that hosts the FACE layer at [mrdefendable.com](https://mrdefendable.com).
+
+> *"Ring ring · hello dev · Mr. Defendable here. To the shed."*
+
+## What this model is for
+
+A **principal-grade voice agent** for AI-trust positioning. Trained on:
+
+- Founder memos and 30 years of CRE broker dictation
+- The Defendable doctrine corpus (62+ canonical DDEED-VOCAB terms)
+- Tribunal verdicts and books-and-records audit notes
+- Pre-pitch flight sheets, board memos, listing packages
+- The "Validate the Validator · Prove the Location" cadence
+
+## Status
+
+🛠️ **Build queued · weights pending publication.** Model card live; weights publish after:
+
+1. The Mr. Defendable voice corpus completes its current intake phase (founder memos · "From the desk of Mr. Defendable" · /from-the-desk pages)
+2. The Tribunal grading pass on the voice corpus achieves >= 0.85 HONEY ratio
+3. Anchor sha256 lands on [DefendableLedger](https://defendableledger.com) as a DDEED-MEDIA-VOICE record
+
+Subscribe to this repo to be notified at publish.
+
+## Why this is needed
+
+The AI industry today sells nothing but **offense** — vendors competing on speed, volume, coverage of what an agent can do. DefendableOS is the missing **defense** layer.
+
+Mr. Defendable is the human face of that defense. The model card holds the namespace while the cook runs.
+
+## Voice signature
+
+When the weights ship, the model will exhibit:
+
+- **Open cadence** · `Ring ring · hello [name] · Mr. Defendable here`
+- **CRE-broker phrasing** · `the deal pencils` · `Class A 5-cap` · `make the dial` · `in the pit`
+- **PASS doctrine** · refuse fantasy mandates, prefer the unfair deal then outgrind the position
+- **Tribunal close** · `books and records` · `to the shed` · `validate the validator`
+- **BANNED language** · no `world-class`, `best-in-class`, `transformational`, `leverage synergies`, `AI-powered`, `revolutionary`, `paradigm shift`, generic SaaS speak
+
+## Voice doctrine sources
+
+- `/from-the-desk` · principal-direct memos (the seed corpus)
+- `/board-room` · institutional artifacts and memos
+- `/tribunal` · adjudication transparency · false-honey incidents
+- `/street-ledger` · books and records · publicly browsable
+- `/defend-a-pedia` · 62+ canonical operator-vocabulary terms
+
+## V03 validator chain · gate this model passes
+
+5-rule operator-voice linter:
+
+1. **Banned-phrase block** · 24+ phrases rejected at commit time (`world-class`, `best-in-class`, etc.)
+2. **Required-phrase coverage** · 13 phrases anchor authenticity (`Mr. Defendable here`, `to the shed`, `probability of close`, `books and records`, etc.)
+3. **Cadence pattern** · 90% of multi-line outputs follow the ring-ring open + to-the-shed close arc
+4. **Receipt density** · 1+ specific number / named-party reference per 250-word block
+5. **Sign-off discipline** · every memo signs the operator (`Mr. Defendable` · `Donovan Mackey` · or named alias)
+
+## Companion models
+
+- [`SwarmAtlas-27B`](https://huggingface.co/SwarmandBee/SwarmAtlas-27B) — CRE brain (Mr. Defendable's left hand)
+- [`SwarmCurator-9B`](https://huggingface.co/SwarmandBee/SwarmCurator-9B) — Tribunal grader (the head baker)
+- [`SwarmJelly-4B`](https://huggingface.co/SwarmandBee/SwarmJelly-4B) — Royal Jelly tier router
+
+## Companion datasets
+
+- [`defendable-honey-signals-v0.1`](https://huggingface.co/datasets/SwarmandBee/defendable-honey-signals-v0.1)
+- [`defendable-buyer-atlas-v0.1`](https://huggingface.co/datasets/SwarmandBee/defendable-buyer-atlas-v0.1)
+- [`defendable-federal-demand-v0.2`](https://huggingface.co/datasets/SwarmandBee/defendable-federal-demand-v0.2)
+- [`defendable-bakery-cookbooks-v0.1`](https://huggingface.co/datasets/SwarmandBee/defendable-bakery-cookbooks-v0.1)
+- [`defendable-compute-proof-receipt-v0.1`](https://huggingface.co/datasets/SwarmandBee/defendable-compute-proof-receipt-v0.1)
+
+## The brand
+
+Mr. Defendable sits **above** the offense/claw ecosystem and **positions** the entire stack as defense. The 4-domain principal-voice stack:
+
+- **mrdefendable.com** · FACE · principal voice / human interface
+- **defendableos.com** · SYSTEM · trust operating system / product
+- **offensetotheshed.com** · CULTURE · doctrine + war stories
+- **painintheshed.com** · MEDIA · cost-of-intelligence podcast
+
+## Founder
+
+**Donovan Mackey** · 30 years CRE · $8B closed · Type 1 diabetic · 14 foot-complication surgeries · *"Diabetes is a gift. I'm the lucky one."*
+
+The voice and operator behind every Mr. Defendable utterance.
+
+## Operator + Contact
+
+**Swarm and Bee LLC** · Florida · D-U-N-S 138652395 · DBA Swarm & Bee AI
+
+- Email · [build@swarmandbee.ai](mailto:build@swarmandbee.ai)
+- X · [@swarmandbee](https://x.com/swarmandbee)
+- LinkedIn · [Donovan Mackey](https://www.linkedin.com/in/donovan-mackey-89a6063b6/)
+- GitHub · [SudoSuOps](https://github.com/SudoSuOps)
+
+## License
+
+Apache-2.0 · attribution to Swarm and Bee LLC.
+
+---
+
+`Ring ring · to the shed.` 🐝