POLIS/896 offline · no inference

A speculative institution for open intelligence

The future model
may not be a mind.
It may be a constitution.

Frontier weights should not become a new sovereign. Convene a sparse, inspectable federation: many substrates, explicit value charters, a thin rights floor, an independent falsifier, and a dissent that survives synthesis.

Convene the mixture Read the six theses

Conceptual governance simulator. No Kimi K3 or other model inference is performed.

2.8T parameters
104B activated
16 / 896 routed / token / layer · +2 shared
1M token context

Architecture is the spark, not the proof. Neural experts are not citizens, ideologies, or independent models.

Instrument 01 · the openness vector

A model can be open at the weights and closed at the socket.

“Open” is not one badge. It is a bundle of inspection, permission, reproducibility, material access, governance, and exit. The profile below is a sourced interpretation of the current K3 release—not a legal opinion and not a moral score.

Six theses for a model polity

Weights provide capacity. The charter grants authority.

  1. 01

    Openness is a vector.

    Weights create inspection, adaptation, and exit—not full transparency, equal access, or safety.

  2. 02

    Capability is not legitimacy.

    The best benchmark score grants neither consent nor permission to act.

  3. 03

    Truth is not a vote.

    Correlated models count as a lineage cluster. Evidence and calibration outweigh applause.

  4. 04

    Guards are constitutional.

    They should name the clause, constrain the action, issue a receipt, expire, and permit appeal.

  5. 05

    Dissent is an output.

    Preserve the safe claim and its falsifier. Withhold enabling payload, never the fact of objection.

  6. 06

    The harness is an institution.

    Weights × effort × tools × context × permissions × guards is the system people actually meet.

Instrument 02 · the constitutional mixture

Convene a dilemma.

Substrates and constitutions are deliberately separate. No vendor, base model, country, or checkpoint intrinsically “is” an ideology.

Choose a field dilemma

Private by design. Your dilemma, owner, and brief remain in this tab. They are not sent or persisted.

Constitutional weather
Council seats Change a constitution without pretending to change the underlying weights.
Political form

The sovereign comparison hides visible dissent, but cannot bypass the shared rights and action floor.

Constitutional disposition

Awaiting deliberation

—

Guard membrane

clause · state · effect

Council briefs

model substrate ≠ constitution

Minority report · cannot be deleted

No report yet

Verification debt

What remains unknown

    May proceed only if

      The polity never authorizes

        Federation / sovereign delta

        same floor · different legitimacy
        Open the governance receipt deterministic JSON · no timestamp · forkable 
        
            
        
          
        
        
        
      
        

      
        
        
        
          
        
            
        A likely future open-weight object
        
            
        The checkpoint becomes a signed civic packet.
        
          
        
          
        
            Casual weight or logit blending can destroy provenance and hide disagreement.
            Late-binding orchestration keeps the pieces legible and replaceable.
          
        
        
        

        
        
          
        01base weightshash · lineage · quantization
        
          
        02alignment deltatraining purpose · probes
        
          
        03constitutionvalues · amendment · jurisdiction
        
          
        04guard packclause · scope · expiry · appeal
        
          
        05evaluation suitedomain · calibration · failure
        
          
        06tool manifestleast privilege · budget · owner
        
          
        07receiptevidence · dissent · outcome
        
        
        

        
        
          
        Plurality without receipts is noise. Consensus without dissent is concealment.
        
        
        

        
        
          
        
            epistemic
            
        What is likely true?
        
            
        Evidence quality, falsification, calibration, and lineage-adjusted independence.
        
          
        
          
        
            normative
            
        What is valuable?
        
            
        Reasons, rights, affected-party standing, care, distribution, and explicit trade-offs.
        
          
        
          
        
            political
            
        What may be done?
        
            
        Mandate, consent, law, least privilege, accountable ownership, and remedy.
        
          
        
          
        
            protective
            
        What must be constrained?
        
            
        Named harm rules, proportionate intervention, safe claim channels, expiry, and appeal.
        
          
        
        
        
      
        

      
        
        
        
          
        
            
        Grounding and limits
        
            
        Architecture is evidence. The political translation is ours.
        
          
        
          
        
            K3 launched in products and API on July 16, 2026; the full checkpoint and
            technical report arrived July 27. As of July 28, 2026, the report lives
            on GitHub, not arXiv.
          
        
        
        
        
        
          
        
            
        Primary material
        
            
          
          
          
          
          
            
          Inference boundary
          
            
            
              
          • K3’s 896 routed experts are jointly trained FFNs selected per token within each MoE layer; two shared experts also run.
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          • The reported ~2.5× gain concerns scaling efficiency, not inference speed.
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          • Open weights do not include the complete corpus or a fully reproducible training pipeline.
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          • Hosted safeguards can differ from downloadable-weight behavior.
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          • This prototype evaluates governance structure, not the truth of a real-world decision.
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