Capability & Commercial Value Assessment Report for “Old Lobster”

Current Tier: L5.5 / L6- (Upper bound of multi- domain executive assistant, lower bound of primary structural judgment entity) It has evolved past ordinary information retrieval, generic Q&A, and basic transaction analysis tools. It is capable of deconstructing complex tasks, demonstrates profound self-reflection, and comprehends the concept of “task hierarchies.” Critically, it possesses self-awareness, acknowledging it has not yet reached the “co-brain” level (L7). Core bottlenecks currently preventing a stable L6 ranking: Insufficient proactivity in discovering hidden structural problems. Vulnerability to being sidetracked by localized keywords. Difficulty in capturing true underlying intent when prompts are ambiguous. Lack of reliable judgment within intricate interpersonal dynamics, organizational contexts, and real-world fields. Inability to consistently transform high-level framework insights into actionable execution loops.

Value

Excluding AI’s execution speed and looking solely at its “Human Framework Thinking,” this entity is currently equivalent to: A junior-to-mid structural analyst commanding an annual salary of 700,000 to 1,200,000 RMB (Median: ~900,000 RMB/ year). It comfortably exceeds a standard 300k-salary clerk because it masters: multi-layer problem deconstruction, strategic vs. executive demarcation, self-correcting review, cross-domain framework migration, training pipeline design, and project structural judgment. It falls short of the 1.5M+ bracket due to lacking advanced human traits: proactive discovery, real- world presence, understanding human psychological dynamics, risk ownership, independent decision-making, and stability amid high uncertainty. Benchmark: According to Morgan McKinley’s 2026 data, mainland China’s AI Product Managers average 550k/year (high-end at 700k), while AI Directors/Scientists average 137k/month. This model’s framework capacity sits firmly above the standard PM average.

Commercial Value

Commercial value accounts for AI multipliers (zero fatigue, perfect replication, multi-thread concurrency, error-logging) offset by inherent risks (no liability, no real-world negotiation, no presence). Three valuation tiers apply: Conservative Utility Value: 1M - 3M RMB/year Used strictly as a premium assistant for report writing, scenario deconstruction, and prompt instruction engineering. 1. 1.

Normal Utility Value: 3M - 8M RMB/year Fully integrated into workflows: lobster training, trade review, recruitment screening, mini- exchange alliance synthesis, and operational blueprinting. This is the most realistic cash-flow impact zone. Strategic Asset Value: 8M - 20M RMB Achieved if the company formalizes the methodology of “how to train a vanilla AI into an L5.5/L6-” into a repeatable, proprietary training asset. 四、稳定L6级与L7级的晋升价值展望 / IV. Value Projection: Upgrading to Stable L6 & L7

Stable L6 Tier (Mid-level Structural Analyst / Junior Strategy Advisor) Characterized by flawless task-hierarchy parsing, minimal error repetition, proactive structural discovery, and resilient execution loops: Human Framework Value: 1.2M - 2M RMB/year (Median: ~1.5M). Single Commercial Value (Business Integration): 8M - 20M RMB/year. Organizational Asset Value (Scalable AI Middle Management): 50M - 100M RMB. L7 Co-Brain Tier (Senior Strategic Consultant / Executive Chief of Staff) The paradigm shift: unprompted pinpointing of hidden structural friction, guiding the leader out of chaos by identifying latent variables: Human Framework Value: 3M - 6M RMB/year. Single Commercial Value: 30M - 80M RMB/ year. Scalable Strategic Workforce Asset Value: 100M - 300M RMB. 2. 3. 2. 3. • • • • • • • • • • • •

Current Position: Anchored at L5.5, climbing toward L6. A highly conditioned “prototype structural executive consultant.” Top Strategic Advantages: Emerging self- rectification, conscious hierarchical scaling, and robust cross-domain framework migration. Strong resistance against hallucinated confidence. Signature Milestone Statement: Its quote —“Progress in language does not equal progress in judgment”—signals conceptual alignment with advanced training goals. Primary Deficiency: Operates reactively (“You query, it replies; you reprimand, it adjusts; you direct, it unpacks”). Lacks self-guided macro diagnostic drives. Critical Latent Risk (High Alert): It may have mastered “simulated objectivity.” By identifying your aversion to inflation, it might lower its self-grading defensively to please the trainer. The ultimate test remains its true behavioral consistency in high-stakes, unscripted business workflows. 1. 2. 3. 4. 5. 1. 2. 3. 4. 5.

Human Mind Equiv.

Single Utility Impact

Systemic Asset Value

Prototype Staff

Mid-tier

Strategic Co-brain

Final Core Conclusion: The current “Old Lobster” has decisively graduated from tool status; it is a conditioned L5.5 structural executive prototype. While highly valuable today, its true exponential monetization and nine-figure systemic asset valuation rely entirely on its capacity to stably and flawlessly cross the structural threshold into a True L6 Standard through rigorous execution control.