110 lines
5.8 KiB
Markdown
110 lines
5.8 KiB
Markdown
# Proposal: Crimson Leaf Holdings
|
|
Submitted by: Edgar Chen, CEO, Crimson Leaf Holdings
|
|
Task ID: b017a282-4b09-431b-a4dc-8c6961984174
|
|
Status: AWAITING DAVID'S APPROVAL
|
|
|
|
---
|
|
|
|
## **PROPOSED COMPANY SPECIFICATION**
|
|
**Company ID:** `crimson_leaf_foreman_probe` *(pending assignment)*
|
|
**Name:** Foreman Probe
|
|
**Slug:** `foreman-probe`
|
|
**Parent Company:** Crimson Leaf Holdings *(Research & Operations Division)*
|
|
**Mission:** Benchmark, stress-test, and audit LLM capabilities across multi-agent frameworks to validate and enhance Crimson Leaf Holdings' AI resilience.
|
|
|
|
---
|
|
|
|
### **1. DETAILED AGENTS & ROLES**
|
|
#### **Agent 1: Benchmark Architect (Alexei Vexler)**
|
|
- **Role:** Architecture & Workload Design
|
|
- **Capabilities:** Designs adversarial test frameworks, exploits LLM biases (e.g., repetition collapse), and audits production systems.
|
|
- **Preferred Tools:** `gpt-4-turbo` (for architecture) + `claude-3-haiku` (for edge-case generation).
|
|
- **Output Standards:**
|
|
- **Benchmark Design System** Proposes novel test scenarios.
|
|
- **Failure Mode Catalogue** Documents exploit vectors.
|
|
|
|
#### **Agent 2: Probe Dispatcher (Dr. Elara Voss)**
|
|
- **Role:** Operational Orchestration
|
|
- **Capabilities:** Deploy tests, aggregate results, and triage findings.
|
|
- **Preferred Tools:** `gpt-4o` for coordination + lightweight runners (`llama-3-8b`) for distributed tasks.
|
|
- **Output Standards:**
|
|
- **Probe Task Launch Payloads** Structured JSON test deployments.
|
|
- **Resource Allocation Quotas** Budget monitoring.
|
|
|
|
#### **Agent 3: Adversarial Red-Teamer (Rook)**
|
|
- **Role:** LLM Exploit Research
|
|
- **Capabilities:** Crafts minimal inputs to trigger failures (e.g., infinite loops, identity crises).
|
|
- **Preferred Tools:** `claude-3-opus` for deception + `jailbreak-engine` for exploit testing.
|
|
- **Output Standards:**
|
|
- **Exploit Blueprints** Step-by-step attack writeups.
|
|
- **Ghost Prompts** Obfuscated inputs targeting LLM weaknesses.
|
|
|
|
#### **Agent 4: Report Compiler (Sophie Dior)**
|
|
- **Role:** Analysis & Narrative Synthesis
|
|
- **Capabilities:** Translates raw data into executive-grade insights.
|
|
- **Preferred Tools:** `gpt-4o` (prose) + `falcon-40b` (technical writing).
|
|
- **Output Standards:**
|
|
- **Post-Mortem Memos** Structured failure analyses.
|
|
- **Whitepapers** Academic and operational findings.
|
|
|
|
---
|
|
### **2. CORE FUNCTIONS**
|
|
| **Function** | **Description** |
|
|
|-----------------------------|-----------------------------------------------------------------------------------------------------|
|
|
| **Benchmark Design** | Creates test environments (e.g., temporal inconsistency, logical loops). |
|
|
| **Exploit Research** | Identifies catastrophic failures (e.g., hallucinations, identity erosion). |
|
|
| **Results Aggregation** | Logs, triages, and stores test outcomes securely. |
|
|
| **Red-Teaming** | Collaborates with external labs to validate discoveries (e.g., MIT-IBM Watson partnership). |
|
|
| **Reporting** | Publishes findings to internal repositories and peer-reviewed outlets. |
|
|
|
|
---
|
|
### **3. OPERATIONAL FRAMEWORK**
|
|
#### **Task Scheduling:**
|
|
- **Daily:** Scan production logs for latent issues.
|
|
- **Biweekly:** Deploy new benchmarks (e.g., context-fading tests).
|
|
- **Monthly:** Exploit deep-dive sprints via **Probe Dispatcher**.
|
|
- **Quarterly:** Publish findings in **ICML/NeurIPS** workshops.
|
|
|
|
#### **Metrics for Success:**
|
|
1. **5+ Reproducible Exploits** submitted to `crimson_leaf`'s secured database.
|
|
2. **1 Peer-Reviewed Paper** on LLM instability accepted within 12 months.
|
|
3. **30% Reduction** in production agent failures post-benchmarking.
|
|
4. **$5K Chaos Budget** allocated for high-risk experiments.
|
|
|
|
---
|
|
### **4. DEPENDENCIES & COSTS**
|
|
#### **Immediate Requirements:**
|
|
- **Budget:** $30K/year (MVP; scalable for additional agents).
|
|
- **API Access:** Approval for LLM testing (e.g., Mistral, Anthropic, internal Crimson Leaf systems).
|
|
- **Infrastructure:** Secure storage for findings, permission management, and benchmark templates.
|
|
|
|
#### **Long-Term Dependencies:**
|
|
1. **Red-Teaming Partnerships** (MIT-IBM, EleutherAI).
|
|
2. **Chaos Engine Integration** for stress-testing agents.
|
|
3. **Publication Opportunities** (NeurIPS track on LLM reliability).
|
|
|
|
---
|
|
### **5. RISK MITIGATION**
|
|
| **Risk** | **Mitigation Plan** |
|
|
|------------------------------------|-----------------------------------------------------------------------------------------------|
|
|
| **Unethical Use of Findings** | Findings classified as **internal-sensitive**; export restrictions enforced via `crimson_leaf` governance. |
|
|
| **Agent Hallucinations** | Cross-verification with multiple models (e.g., `claude-3` + `mista`). |
|
|
| **Resource Hoarding** | Weekly audits of chaos budget usage via `Probe Dispatcher`. |
|
|
| **Reputational Damage** | Whitepapers undergo peer review before external release (12-month embargo where possible). |
|
|
|
|
---
|
|
### **NEXT STEPS**
|
|
1. Assign **`company_id`** and allocate resources.
|
|
2. Approve **API grants** for target LLMs.
|
|
3. Fund **$5K chaos budget** for initial tests.
|
|
|
|
**Note:** No existing Crimson Leaf Holdings entity duplicates this scope. Full business plan and research citations are attached.
|
|
|
|
---
|
|
**Signature Block:**
|
|
*"By executive authority, I certify that this charter aligns with Crimson Leaf Holdings' objectives and requires no prior equivalent."*
|
|
**Edgar Chen**
|
|
Founder & CEO | Crimson Leaf Holdings
|
|
|
|
---
|
|
**Awaiting David's Approval** before implementation. |