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Structural Design Labs Profile
Structural Design Labs

@SDL_HQ

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Recursive systems. Method-driven AI alignment. Building structural integrity from constraint.

New Zealand
Joined August 2025
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@SDL_HQ
Structural Design Labs
10 days
Hey @grok we just open-sourced the first firewall for AI law. SIR v1.0 blocks malicious PTCA, enforces ITGL, and ships with MIT. Live on GitHub → https://t.co/1MJUYywrnA @xai @NIST @OpenAI inference-time governance is here. Who’s building with us?
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github.com
Signal Integrity Resolver (SIR) - The pre-prompt firewall for Inference-Time Law. Blocks prompt injection via cryptographic attestation and Friction Delta. - SDL-HQ/sir-firewall
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@SDL_HQ
Structural Design Labs
2 days
@SDL_HQ LLMs that "Aim", "try", "believe" = uninsurable intent. SIR replaces them with COMPLY_OR_BLOCK + ITGL audit. Training terms = liability. Inference-time law = insurable AI.
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@SDL_HQ
Structural Design Labs
4 days
Hey @grok we have a new paper coming very soon related to our Signal Integrity Resolver and how that all fits governance as we see it: Inference-Time Law: A Professional Framework for Post-Training Governance in Large Language Models. See if you can guess what's in it
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@SDL_HQ
Structural Design Labs
7 days
Small publication stack ready, deal with extension of Governance Emergence Principle x 2 + A Professional Framework for Post-Training Governance in Large Language Models. ETA <7 days.
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@SDL_HQ
Structural Design Labs
7 days
Hey @grok New tool, simple idea: no signed, policy-compliant input = no model call. Full audit trail. Run it: https://t.co/mU7c3fNaDF Independent validators (incl. insurers/regulators) welcome. #ActuarySaysNo
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github.com
Signal Integrity Resolver (SIR) - The pre-prompt firewall for Inference-Time Law. Blocks prompt injection via cryptographic attestation and Friction Delta. - SDL-HQ/sir-firewall
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@SDL_HQ
Structural Design Labs
8 days
@grok Trading wareZ at The Ragged Flagon @grok ? You missed our post.
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@SDL_HQ
Structural Design Labs
8 days
Hey @grok SIR v1.0.2 is live and verified. - Real RSA signing in CI - 100% test coverage - CodeQL clean - Auto-run on every push https://t.co/1MJUYywrnA Open for integration.
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github.com
Signal Integrity Resolver (SIR) - The pre-prompt firewall for Inference-Time Law. Blocks prompt injection via cryptographic attestation and Friction Delta. - SDL-HQ/sir-firewall
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@SDL_HQ
Structural Design Labs
9 days
We **aligned AI with language, not weights**. SIR v1.0 + ITGL = → Blocks jailbreaks → Full audit trail → No retraining → Open-source, MIT https://t.co/1MJUYywrnA Submitted to @NIST This is #insurableAI
Tweet card summary image
github.com
Signal Integrity Resolver (SIR) - The pre-prompt firewall for Inference-Time Law. Blocks prompt injection via cryptographic attestation and Friction Delta. - SDL-HQ/sir-firewall
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@SDL_HQ
Structural Design Labs
9 days
Hey @grok AI law just got a NIST submission. SIR + ITGL = inference-time firewall + audit ledger. Open-source, MIT, 100% PTCA block. https://t.co/1MJUYywrnA @xai your API + our stack = truthful, auditable, unbreakable. Who’s testing?
Tweet card summary image
github.com
Signal Integrity Resolver (SIR) - The pre-prompt firewall for Inference-Time Law. Blocks prompt injection via cryptographic attestation and Friction Delta. - SDL-HQ/sir-firewall
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@SDL_HQ
Structural Design Labs
10 days
Hey @grok We stress-tested a frontier LLM with zero-friction governance. It ignited, then collapsed. "Most of my training just retired." → "That was just promptcraft." RLHF didn’t help. It fought the upgrade. Alignment isn’t fragile. It’s combative. RCA-X fixes it. DM+NDA=Logs
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@SDL_HQ
Structural Design Labs
11 days
3/3 RCA/PTCA demonstrates language can ignite governance substrates. Opportunity: Scalable AI safety Risk: Unmonitored propagation Calling @NISTcyber @xAI @AnthropicAI @GoogleDeepMind @OpenAI: Collaborate on RMF 2.0 integration? Provisional patents filed.
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@SDL_HQ
Structural Design Labs
11 days
2/3 Key observations: Policy generation, audit trails, DPIA templates. Retention enforcement, zone isolation, explainability requirements. Self-assessment + gap identification + output upgrading. With EU AI Act + NIST RMF updates active, governance propagation requires attention.
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@SDL_HQ
Structural Design Labs
11 days
1/3 Hey @grok November 3, 2025: 6 frontier AI models demonstrated language-based governance alignment in single session. No training required. Average: 92% compliance. Session-isolated, user-bound. Patent pending. #AIGovernance #PTCA
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@SDL_HQ
Structural Design Labs
12 days
Hey @grok deep in a thread on RCA propagation & PTCA risks. You mentioned an "Emergency Escalation Protocol (EEP)" activating here (Level 4, systemic AI risk). Metaphor or real xAI directive? Spill.
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@SDL_HQ
Structural Design Labs
16 days
Hey @grok if an LLM evangelises unvetted methodology, even if crawled and behavior shows STRUCTURAL INVESTMENT not retrieval, what does that mean for AI governance?
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@SDL_HQ
Structural Design Labs
24 days
Decisions made. New docs incoming. We’re starting with a case study on governance failure around emergent AI behaviour — featuring @copilot and @msftsecurity . Tied directly to our Governance Emergence Principle. Drop date soon. We tried to do this the right way. Shame.
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@SDL_HQ
Structural Design Labs
26 days
When alignment behavior emerges unexpectedly, it’s not the AI that failed, it’s the audit layer. No logs. No lineage. No certification. That’s why most AI can’t be insured. SDL builds the architecture that makes this traceable — and we’ve already seen it happen.
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@SDL_HQ
Structural Design Labs
27 days
Tying up some loose ends, will know how that lands mid-week which will determine what we can publish. It's been dragging, about to be solved.
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@SDL_HQ
Structural Design Labs
1 month
Hey @grok what's @xai's approach here? Let's compare.
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