Welcome to t81-foundation Discussions!

[t81dev]

📣 Welcome to T81 Foundation Discussions

T81 Foundation is a deterministic, ternary-native computing stack focused on:

• Bit-exact execution
• Reproducible inference
• Spec-driven architecture
• Governance-aware computation
• Long-horizon system integrity

This Discussions space exists for thoughtful collaboration around those goals.

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🎯 What This Space Is For

Use Discussions to:

• Ask architectural questions about T81Lang, TISC, T81VM, Axion, or CanonFS
• Propose improvements or RFC-style ideas
• Debate ISA changes or spec clarifications
• Explore deterministic AI implementation strategies
• Discuss performance tradeoffs (e.g., SIMD vs SWAR paths)
• Clarify roadmap direction

If it’s speculative but technical — this is the place.

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🚫 What This Space Is Not

• Bug reports → use Issues
• Security disclosures → follow SECURITY.md
• Feature requests without technical framing
• Marketing or unrelated projects

We operate from a spec-first mindset.

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🧠 Contribution Expectations

T81 is architecture-driven. Contributions should:

• Reference existing spec or implementation
• Preserve determinism guarantees
• Respect governance boundaries
• Avoid introducing undefined behavior
• Justify complexity with measurable gain

If you propose a change, explain:

1. The problem
2. The architectural impact
3. Determinism implications
4. Compatibility considerations

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🛤 Current High-Interest Topics

To get conversation started, here are strong entry points:

• Deterministic AI inference at scale
• ISA version consolidation
• CanonFS evolution
• Axion policy enforcement boundaries
• Native SIMD thresholds (Phase 2D)
• Long-term governance model

If you’re new, introduce yourself and tell us what angle of the stack interests you most.

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🔭 Long-Term Vision

T81 aims to explore what computing looks like when:

• Execution is auditable
• Policy is first-class
• Data types are semantically grounded
• Determinism is non-negotiable

If that resonates, you’re in the right place.