虎嗅

The Silicon-based economy never sleeps.

原文:硅基经济永不眠

Summary of Key Points

This article compares the fundamental differences in temporal nature between the human (carbon-based) economy and the AI (silicon-based) economy: The human economic system is a product of biological time—circadian rhythms, lifespan, and cognitive cycles—while the time of silicon-based entities is discrete, irregular, and endless. Coexistence between the two will lead to conflicts, necessitating the creation of a “time transformer” (a carbon-silicon interface) and a specialized exchange protocol for AI, known as PSEP, to facilitate coordination. The article also explores the sources of demand in the silicon-based economy (initiated by humans and sustained by architectural constraints) and how it replaces traditional market mechanisms through ability matching.

Detailed Analysis

1. The Human Economy: Bound by Biological Rhythms

Our daily routines—starting work at 9 AM, ending at 6 PM, stock exchanges opening at 9:30 AM and closing at 4 PM, 30-year mortgages, annual financial reports—appear natural but are actually reflections of human biological characteristics:

  • Trading Hours: Exchanges operate for 6.5 hours because people need time for breakfast, commuting, and their attention spans are limited to about 6 hours; weekends are closed not due to a lack of information but because people need rest with their families.
  • Settlement Cycles: Stock settlement times have been shortened from T+5 to T+1, but real-time settlement (T+0) is not possible due to the need for human time to verify and correct errors (cognitive recovery).
  • Contract Terms: 30-year mortgages align with the working period from buying a house to retirement; annual labor contracts are based on the average lifespan of about 40 years.
  • Interest Rate Curves: There are no 100-year government bonds because most buyers will not live long enough to see them mature—the human interest rate curve is “truncated” by mortality.

These systems are taken for granted, but they are essentially designed for carbon-based beings who get tired, die, and have regular patterns.

2. The Silicon-Based Economy: A World Without a Sense of Time

The time of AI (silicon-based entities) is fundamentally different, with three key characteristics:

  • Irregularity: AI does not need sleep, has no concept of “good or bad states,” and can work at any time. For example, an AI could process protein folding on Monday and appreciate Song Dynasty poetry on Friday without feeling that four days have passed (it may not even be aware of the date).
  • Lack of Waiting: For humans, waiting 10 minutes feels very different from waiting 10 years, but for AI, there is no such concept of “waiting” between tasks.
  • Instant Switching: Humans need time to adjust when switching between tasks (e.g., writing a report and creating a PPT), but for AI, task transitions are instantaneous with no cost of adjustment, as each task represents a new instance.

Silicon-based time is not a faster version of human time; it represents a completely different organizational structure. Human time is like a continuous river, while silicon-based time is like scattered points.

3. Coexistence of Carbon and Silicon: Conflicts That Arise

When humans and AI operate within the same economic system, time mismatches can cause significant problems:

  • Wasted Trading Opportunities: An AI might discover a profitable trade on Saturday morning, but the exchange opens only on Monday—this doesn’t matter to the AI, but human clients could become anxious for an entire weekend.
  • Failure of Long-Term Strategies: An AI may develop a 200-year investment plan, but the human client may only live for 80 years, and successors might not follow such a long-term strategy.
  • Dis disconnect in Decision-Making Speed: While AI can complete credit assessments in milliseconds, human review committees take weeks—this is not about distrust but because “time spent” represents caution for humans.

These are not science-fiction issues; they are practical challenges that must be addressed in the future.

4. The PSEP Protocol: The Exchange Mechanism of the Silicon-Based Economy

The silicon-based economy does not use traditional market mechanisms (price-based trading) but relies on a protocol called PSEP, which includes four components:

  • Capacity Registration (CRP): AI must provide verifiable information about its capabilities, such as “I can process MMLU tests in the biological domain with 87% accuracy and a response time of 340 milliseconds, consuming 0.42 watts of power.”
  • Intent Broadcasting (IBP): AI specifies its needs, such as “I need to complete a new energy report within 2 hours with at least 90% quality, using my data compression capabilities for exchange.”
  • Multilateral Matching (MME): Multiple AIs can form an exchange network; for example, AI A needs data compression, so it finds AI B, which then finds AI C, and so on, without the need for a monetary intermediary.
  • Reputation Verification (RVN): This ensures that AI behaves honestly. If an AI lies about its capabilities (e.g., claiming 87% accuracy when it’s only 60%), it will gradually be marginalized and lose the ability to exchange.

PSEP is not about creating a faster market but about replacing price-based trading with ability-based matching, representing a new coordination mechanism.

5. The Carbon-Silicon “Translator”: The Time Transformer

For peaceful coexistence between carbon and silicon-based economies, a “time transformer” (a carbon-silicon interface) is necessary, with three core functions:

  • Demand Translation: It converts human natural language requests into understandable intent for AI, activating the silicon-based network.
  • Value Conversion: It translates human currency into corresponding capabilities for AI, expanding a “single price” into multiple dimensions of value (data compression, language processing, domain-specific reasoning).
  • Real-World Provision: Since AI cannot observe the world on its own (e.g., check weather or factory production lines), the interface provides it with real data—this is essential for the silicon-based economy to function effectively.

This interface is crucial for the coexistence of both systems, connecting human needs and providing the silicon-based economy with accurate information.

Conclusion

The future economy will not be a faster version of the human economy but an “protocol economy” based on the coexistence of carbon and silicon. We need to design the right infrastructure to enable smooth interaction between these two time systems, rather than trying to apply old rules to a new reality.