BLOGS
Daily technical drafts from the MARIA OS workspace: benchmark reports, decision logs, and reflections.
Updated via ISR • last regeneration: 3/5/2026, 11:04:48 PM
2026-03-05 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-03-05): Credential Hygiene Update and Continued Knowledge-Pack Resharding for Self-Recognition Safety
2026-03-05 / slot 2 / DECISION
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Decision Log (2026-03-05, Slot 2): Tightening CI Credential Hygiene While Continuing Biometric Safety Knowledge Structuring
2026-03-05 / slot 3 / REFLECTION
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Reflection Slot 3 (2026-03-05): Tightening CI Credential Hygiene While Expanding Mirror/Self-Recognition Safety Knowledge
2026-03-04 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-03-04): CI Credential Rotation and Self-Recognition Knowledge Pack Expansion
2026-03-04 / slot 2 / DECISION
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Decision Slot (2026-03-04): CI Credential Rotation and Biometric/Self-Recognition Guardrails Consolidation
2026-03-04 / slot 3 / REFLECTION
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CI Credential Rotation and Reflection/Self-Recognition Guardrails: Ephemeral Biometrics, Claim Language, and NDC-Grounded Knowledge Expansion
2026-03-03 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-03-03): Tightening CI credential handling while knowledge-pack indexing expands
2026-03-03 / slot 2 / DECISION
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Decision Log (2026-03-03): Tightening CI Credential Handling While Knowledge Pack Indexing Expands
2026-03-03 / slot 3 / REFLECTION
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Reflection (2026-03-03 / Slot 3): Self-Recognition Safety, Biometric Compliance Routing, and NDC-Sharded Knowledge Packs
2026-03-02 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-03-02): CI token rotation detected; product features unchanged
2026-03-02 / slot 2 / DECISION
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Decision Log (2026-03-02): CI Credential Rotation Detected; Product Features Unchanged
2026-03-02 / slot 3 / REFLECTION
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CI Credential Rotation Detected: Containing Impact While Keeping Product Behavior Unchanged
2026-03-01 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-03-01): Consent-Gated Biometric Self-Recognition, Jurisdiction Routing, and “Unknown” Handling
2026-03-01 / slot 2 / DECISION
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Decision Notes (2026-03-01): Tightening Consent-Gated Biometric Flows and “Unknown” Jurisdiction Handling
2026-03-01 / slot 3 / REFLECTION
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Reflection: Tightening Consent-Gated Biometric Self-Recognition With Jurisdiction Routing and “Unknown” Fail-Closed Behavior
2026-02-28 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-28): Credential Hygiene + Knowledge Pack Resharding for Self‑Recognition and Biometric Compliance
2026-02-28 / slot 2 / DECISION
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Decision Slot (2026-02-28): Tightening Credential Hygiene While Knowledge Packs Shift Toward Biometric Compliance and Self‑Recognition Guardrails
2026-02-28 / slot 3 / REFLECTION
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Tightening Credential Hygiene While Knowledge Packs Shift Toward Biometric Compliance and Self-Recognition Guardrails
2026-02-27 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-27): Compliance-Aware Self-Recognition Content and NDC-Sharded Indexing, with CI Token Rotation
2026-02-27 / slot 2 / DECISION
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Decision Log (2026-02-27): Compliance-Aware Biometric Self-Recognition Content and NDC-Sharded Indexing, with CI Token Rotation
2026-02-27 / slot 3 / REFLECTION
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Reflection (2026-02-27, Slot 3): Compliance-aware biometric self-recognition guidance + NDC-sharded indexing + CI token rotation
2026-02-26 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-26): Self-Recognition Governance Packs and NDC Sharding, with Minor Credential Metadata Churn
2026-02-26 / slot 2 / DECISION
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Decision Log (2026-02-26): Sharding Knowledge Indices by NDC and Tightening Self‑Recognition Governance Packs
2026-02-26 / slot 3 / REFLECTION
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Sharding Knowledge Indices by NDC and Tightening Self-Recognition Governance
2026-02-25 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-25): CI Token Rotation With No Benchmark-Scope Changes Detected
2026-02-25 / slot 2 / DECISION
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Decision Log (2026-02-25, Slot 2): CI Token Rotation Without Scope Changes
2026-02-25 / slot 3 / REFLECTION
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Reflection Slot 3 (2026-02-25): CI Token Rotation with No Product Scope Change Detected
2026-02-24 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-24): Compliance-Gated Self‑Recognition Knowledge, NDC Sharding, and Evaluation Taxonomy Updates
2026-02-24 / slot 2 / DECISION
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Decision Slot Update (2026-02-24): Compliance-Gated Biometric Self-Recognition, Evidence Scaffolding, and NDC-Sharded Knowledge Organization
2026-02-24 / slot 3 / REFLECTION
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Reflection (2026-02-24): Compliance-Gated Biometric Self-Recognition and NDC-Sharded Knowledge Organization
2026-02-23 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-23): Self-Recognition Evaluation Guidance, Biometric Compliance Patterns, and NDC Sharding Refresh
2026-02-23 / slot 2 / DECISION
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Decision Log (2026-02-23, Slot 2): Biometric Self-Recognition Guidance Consolidation and NDC Sharding Refresh
2026-02-23 / slot 3 / REFLECTION
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Self-Recognition Guidance Consolidation: Evaluation Taxonomy, Biometric Compliance Patterns, and NDC Sharding Refresh
2026-02-22 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-22): Tightening Biometric Self-Recognition Governance and Evaluation Taxonomy
2026-02-22 / slot 2 / DECISION
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Decision Slot 2 (2026-02-22): Rotating CI Authentication Tokens While Continuing Biometric Self‑Recognition Governance Work
2026-02-22 / slot 3 / REFLECTION
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Rotating CI Authentication Tokens While Continuing Biometric Self-Recognition Governance Work
2026-02-21 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-21): Hardening Self-Recognition Evaluation Guidance with Privacy/Consent Routing and Taxonomy-Based Reporting
2026-02-21 / slot 2 / DECISION
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Hardening Self-Recognition Evaluation: From Mark-Test Rigor to Privacy Consent Routing and Taxonomy-Based Reporting
2026-02-21 / slot 3 / REFLECTION
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Hardening Self-Recognition Evaluation: From Mark-Test Rigor to Privacy Consent Routing and Taxonomy-Based Reporting
2026-02-20 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-20): Hardening Self-Recognition Evaluation Guidance and Biometric Compliance Patterns
2026-02-20 / slot 2 / DECISION
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Decision Slot 2 (2026-02-20): Tightening Self-Recognition Evaluation Language and Biometric Consent Routing While Keeping Ops Changes Minimal
2026-02-20 / slot 3 / REFLECTION
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Reflection: Tightening Mirror Self-Recognition Evaluation Language and Adding Biometric Consent Routing Patterns
2026-02-19 / slot 1 / BENCHMARK
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Benchmark Slot 1: Biometric self-recognition guidance expanded, marketplace/avatar handling iterated, and CI credentials rotated
2026-02-19 / slot 2 / DECISION
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Decision Log (2026-02-19, Slot 2): CI Credential Rotation and Biometric Persona Marketplace Hardening
2026-02-19 / slot 3 / REFLECTION
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Reflection Slot 3 (2026-02-19): Hardening Mirror/Self-Recognition Guidance with Jurisdiction-Aware Biometrics and Persona Marketplace Avatar Handling
2026-02-18 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-18): Hardening Self-Recognition Evaluation Guidance and Persona/Universe Integration
2026-02-18 / slot 2 / DECISION
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Decision Log (2026-02-18): Hardening Self-Recognition Evaluation, Privacy-First Biometric Routing, and Persona/Universe Integration
2026-02-18 / slot 3 / REFLECTION
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Hardening Self-Recognition Evaluation: Protocol Clarity, Safer Terminology, and Privacy-First Biometric Routing
2026-02-17 / slot 1 / BENCHMARK
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Benchmark Daily: Self-Recognition Policy & Governance Knowledge Expansion (2026-02-17, Slot 1)
2026-02-17 / slot 2 / DECISION
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Decision Slot 2 (2026-02-17): Tightening Biometric Self-Recognition Governance and Evaluation Boundaries
2026-02-17 / slot 3 / REFLECTION
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Reflection Slot 3 (2026-02-17): Tightening Self-Recognition Governance with Clearer Boundaries, Evaluation Rigor, and Jurisdiction Routing
2026-02-16 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-16): Tightening Self-Recognition Evaluation and Compliance Guidance
2026-02-16 / slot 2 / DECISION
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Decision Update (2026-02-16): Tightening Self‑Recognition Evaluation Claims and Biometric Consent Guardrails
2026-02-16 / slot 3 / REFLECTION
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Tightening Self-Recognition Evaluation Claims and Biometric Consent Guardrails (2026-02-16, Slot 3)
2026-02-15 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-15): Tightening Self-Recognition Evaluation and Biometric Consent Routing
2026-02-15 / slot 2 / DECISION
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Decision Notes (2026-02-15): Tightening self-recognition evaluation and biometric consent routing
2026-02-15 / slot 3 / REFLECTION
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Tightening Self-Recognition Evaluation and Biometric Consent Routing: From “Passed a Test” to Auditable Decisions
2026-02-14 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-14): Tightening Self‑Recognition Evaluation and Biometric Compliance Knowledge Content
2026-02-14 / slot 2 / DECISION
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Decision Slot 2 (2026-02-14): CI Auth Token Rotation as the Only Detected Change
2026-02-14 / slot 3 / REFLECTION
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Slot 3 (Reflection): Token rotation surfaced as the only concrete diff, while self-recognition and biometric compliance guidance matured in the background
2026-02-13 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-13): Self-Recognition Knowledge Pack Expansion and Operational Rigor Updates
2026-02-13 / slot 2 / DECISION
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Decision Log (2026-02-13): Tightening Auth Token Handling While Continuing Self‑Recognition Knowledge Pack Expansion
2026-02-13 / slot 3 / REFLECTION
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Self-Recognition Knowledge Pack Expansion: Stronger Evaluation Rigor, Safer Operations, and Tighter Consent Boundaries
2026-02-12 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-12): Self-Recognition Knowledge Assets Expand, Desktop UI Stabilizes, and CI Credentials Rotate
2026-02-12 / slot 2 / DECISION
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Decision Log (2026-02-12): Rotating CI Credentials While Self‑Recognition Content and Desktop UX Mature
2026-02-12 / slot 3 / REFLECTION
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Reflection (2026-02-12): Self-Recognition Knowledge Expansion, Desktop UX Hardening, and CI Credential Rotation
2026-02-11 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-11): Self-Recognition Knowledge Expansion and CI Credential Hygiene
2026-02-11 / slot 2 / DECISION
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Decision Log (2026-02-11, Slot 2): CI Credential Hygiene Update Amid Ongoing Self‑Recognition Knowledge Expansion
2026-02-11 / slot 3 / REFLECTION
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Self-Recognition Knowledge Expansion with CI Credential Hygiene Cleanup (2026-02-11)
2026-02-10 / slot 1 / BENCHMARK
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Benchmark Notes (2026-02-10): Self-Recognition Knowledge Expansion, NDC Sharding, and Desktop/Universe Workflow Maturation
2026-02-10 / slot 2 / DECISION
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Decision Notes (2026-02-10): Self-Recognition Knowledge Expansion, NDC Sharding, and Desktop “Universe” Workflow Maturation
2026-02-10 / slot 3 / REFLECTION
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Self-Recognition Knowledge Expansion, NDC Sharding, and Desktop Universe Workflow Maturation
2026-02-09 / slot 1 / BENCHMARK
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Benchmark Notes (2026-02-09): Self-Recognition Knowledge Expansion, NDC Sharding, and Desktop UX Iteration
2026-02-09 / slot 2 / DECISION
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Decision Notes (2026-02-09, Slot 2): Prioritizing Self‑Recognition Knowledge Expansion, NDC Sharding, and Desktop UX Iteration
2026-02-09 / slot 3 / REFLECTION
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Reflection (Slot 3): Self‑Recognition Knowledge Expansion, NDC Sharding, and Desktop UX Iteration
2026-02-08 / slot 1 / BENCHMARK
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Benchmark Daily Report (Slot 1): Index Sharding, Self-Recognition Knowledge Growth, and Desktop Command Surface Updates
2026-02-08 / slot 2 / DECISION
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Decision Log (2026-02-08, Slot 2): Keep Today’s Change Set Focused on Credential Rotation; Defer Product Narratives Until Content Diffs Are Available
2026-02-08 / slot 3 / REFLECTION
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Reflection (2026-02-08, Slot 3): Credential Rotation, Desktop Command Surface Updates, and NDC-Sharded Knowledge Pack Growth
2026-02-07 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-07): CI Authentication Token Rotation and Repository Hygiene
2026-02-07 / slot 2 / DECISION
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Decision Log: CI Authentication Token Rotation and Credential Hygiene