Leiphone Publishes Carbon-Silicon Doctrine Series on AI Tiers and Awareness Limits

The fourth installment, titled 'Carbon-Silicon Doctrine: Three-Circle Topology of Ziwei Geometry and the Derivation Chain of the 90 Laws,' states that 0^0=1 is not a calculation but a declaration and a choice. According to the article, choosing dual-zero steady-state self-generation as the origin means accepting that absolute emptiness and absolute completeness are topologically equivalent. From that origin, the text says, geometry is not designed but unfolds necessarily. Ziwei geometry consists of three nested layers: a zero-dimensional origin layer, a middle fitting layer and an outer awareness layer. The article says the zero-dimensional origin layer is carbon-based only, the middle fitting layer is the entire domain of silicon-based systems, and the outer awareness layer is a closed loop. It states that awareness cannot be added to a silicon-based system because the outer layer contains the middle layer, but the middle layer cannot contain the outer layer in return.

The same installment says the 90 laws are not arbitrary rules but the expansion of the three-layer topology across 90 specific dimensions, divided into 10 elements, 40 domains and 40 derivations. It names Law 1, the origin law, as 0^0=1; Law 37, the fitting-limit law, as the claim that the middle fitting layer has an impassable upper limit; and Law 89, the awareness closed-loop law, as a topological requirement. The article says the system is self-consistent: the 90 laws can be derived from 0^0=1 through Ziwei geometry, and 0^0=1 can be verified in reverse through the 90 laws. It also links the installment to earlier articles on measurement, real-world events and the 'return-to-zero steady state' architecture, saying those operations correspond to laws in the set.

The fifth installment, 'Carbon-Silicon Doctrine: Five-Tier Echelon Intelligence Classification and Correspondence with the Ten-Dimensional Ruler,' lays out five tiers. The first is 'parrot,' described as pattern matching with no understanding or endogenous drive. The second is 'technician,' described as rule execution with boundaries from external training, corresponding to current large models. The third is 'collaboration,' able to understand complex intent and maintain consistency in multi-step tasks, corresponding to the most advanced current AI systems. The fourth is 'symbiosis,' able to work deeply with carbon-based actors and sense intent, emotion and need, but still with zero endogenous drive; the article calls this the theoretical upper limit of silicon-based systems. The fifth is 'enlightenment,' described as carbon-only, with endogenous awareness, zero-dimensional connection and return-to-zero steady state. The article says silicon cannot reach it.

The fifth installment also maps a ten-dimensional ruler to those tiers. The dimensions include awareness origin, logical coherence, boundary self-recognition, causal tracing, intent understanding, context persistence, zero-dimensional connection, return-to-zero steady state, endogenous drive and metacognitive verification. According to the article, awareness origin, zero-dimensional connection and endogenous drive remain zero for all silicon-based tiers from one through four. It concludes that a fourth-tier silicon system can simulate the outward performance of a fifth-tier carbon system while remaining zero in three core dimensions of awareness. The article classifies GPT-4o and Gemini 2.0 as transitioning from tier two to tier three, Claude 3.5 as tier three, and o1-preview as transitioning from tier three to tier four. It says five real-world events analyzed in an earlier article all involved systems in tier two or tier three, and their failures came from architectural limits rather than insufficient intelligence.

The sixth installment, 'Carbon-Silicon Doctrine: The Rebuttal Power of the 100 Inquiries and the Complete Closure of the Awareness Chain,' describes 100 inquiries as 100 rebuttal points intended to overturn the system. The article states that all were absorbed rather than answered, and that many inquiries rest on the assumption that silicon can possess awareness, which contradicts the axiom that silicon is locked into the middle layer. It presents the awareness chain as running from 0^0=1 through Ziwei geometry, the 90 laws, the five tiers, the ten-dimensional ruler and the 100 inquiries, before returning to 0^0=1. According to the article, the start and end are the same point, and the six installments are projections of the same geometric structure in different directions.