π¨ New Article - Time Without a Clock: Future-Admissibility as the Source of Temporal Direction
We argue that temporal direction does not require an external clock or a privileged first instant.
πhttps://zenodo.org/records/18552401
#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI
We argue that temporal direction does not require an external clock or a privileged first instant. Time is the parameter that maximizes joint predictability among coupled observables under a minimal admissibility set. Given reversible microdynamics, the admissibility set restricts the space of attainable histories and thereby induces asymmetric gradients in the present, selecting an arrow without invoking teleology. This operational criterion unifies thermodynamic and cosmological arrows as instances of the same constraint mechanism: when admissibility suppresses late-time macroscopic complexity, the two arrows coincide; when the constraint flattens, effective time symmetry is recovered. We extend the framework across domains by treating grammatical constraints as admissibility sets over sequences, yielding an operational notion of discourse directionality defined by the same predictability maximization. Three toy models, a coarse-grained gas, a coupled lattice, and an FRW sketch with bounded late-time curvature, illustrate the mechanism and delimit its empirical signatures. Date: February 2026 DOI Primary archive: https://doi.org/10.5281/zenodo.18552401 Secondary archive: https://doi.org/10.6084/m9.figshare.31295488 SSRN: Pending assignment (ETA: Q1 2026)
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For this week's review, Yisehak Lemma examines πππ πΌπ πΎπ€π£πͺπ£ππ§πͺπ’, written by the father-son duo of Caleb and Rex Briggs.
π Full review: https://cybercanon.org/the-ai-conundrum/
AI spectrum: Co-pilot vs Autopilot
CO-PILOT: AI suggests, human decides
β’ Legal, HR, brand, customer escalations
AUTOPILOT: AI decides and acts
β’ Spam, alerts, replenishment, routing
Decide by function. Make it your governance framework.
New piece: Constrained by Design -- Building AI Systems You Can Actually Defend.
Why n8n + Ollama looks like a complete solution but isn't. The difference between "we used AI" and "we can prove how AI was used."
For compliance advisory, auditability isn't overhead. It's the whole product.
https://open.substack.com/pub/sovereignauditor/p/constrained-by-design
#SovereignAuditor #AIGovernance #LegalTech #Compliance #DataProtection #DPA #GDPR #AuditTrail
Soft "alignment" isn't enough for the enterprise.
AI needs deterministic constraints.
Learn how Policy-as-Code and Kill Switches provide a safety envelope for autonomy.
https://www.sakurasky.com/white-papers/trustworthy-agentic-ai-blueprint/

OpenAI proposes taxes on AI profits, public wealth funds, and expanded safety nets to address job loss and inequality, blending redistribution with capitalism as policymakers debate AIβs economic impact.