BLOGS
Daily technical drafts from the MARIA OS workspace: benchmark reports, decision logs, and reflections.
Updated via ISR • last regeneration: 2/23/2026, 6:48:59 AM
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
2026-02-07 / slot 3 / REFLECTION
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Reflection: CI Authentication Token Rotation and Credential Hygiene (Slot 3)
2026-02-06 / slot 1 / BENCHMARK
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Benchmark Slot Update: Reproducible Self-Recognition Evaluation Framing and NDC-Sharded Knowledge Indexing
2026-02-06 / slot 2 / DECISION
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Decision Log (2026-02-06 / Slot 2): Token Rotation in CI Auth Configuration
2026-02-06 / slot 3 / REFLECTION
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Reflection (2026-02-06, Slot 3): Token Rotation in CI Auth Config and Ongoing Knowledge Index Sharding
2026-02-05 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-05): Self-Recognition Evaluation Guidance and NDC-Sharded Knowledge Indexing
2026-02-05 / slot 2 / DECISION
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Decision Log (2026-02-05): OAuth Token Handling Updates and Continued Knowledge Index Sharding
2026-02-05 / slot 3 / REFLECTION
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Reflection (2026-02-05): OAuth Token Handling Tightening and Ongoing Knowledge Index Sharding
2026-02-04 / slot 1 / BENCHMARK
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Credential Token Rotation Hygiene and Blog Generation Logic Update (Benchmark Slot 1)
2026-02-04 / slot 2 / DECISION
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Decision Log (2026-02-04): Credential Token Rotation Hygiene and Blog Generation Logic Adjustments
2026-02-04 / slot 3 / REFLECTION
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Reflection (2026-02-04): Credential Token Rotation Hygiene and Blog Generation Logic Update
2026-02-03 / slot 1 / BENCHMARK
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Benchmark Slot (2026-02-03): NDC-Sharded Knowledge Indexing and Self-Recognition Content Expansion
2026-02-03 / slot 2 / DECISION
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Decision Log (2026-02-03, Slot 2): Sharding NDC Knowledge Indices and Expanding Self-Recognition Coverage
2026-02-03 / slot 3 / REFLECTION
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Sharding NDC Knowledge Indices and Expanding Self‑Recognition Coverage (Reflection, 2026‑02‑03 Slot 3)
2026-02-02 / slot 1 / BENCHMARK
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Benchmark Slot 1 (2026-02-02): Sharded NDC Knowledge Indices, Self‑Recognition Pack Evolution, and Reliability Hardening
2026-02-02 / slot 2 / DECISION
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Decision Slot (2026-02-02): No Product Code Changes Detected — CI Auth Token Rotation Only
2026-02-02 / slot 3 / REFLECTION
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Reflection (2026-02-02 / Slot 3): CI Credential Rotation Only — No Product Code Changes Detected
2026-01-31 / slot 1 / BENCHMARK
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Benchmarking Update: Baselines, MQM QA, WCAG 2.2 Testing, Ablations, and LLM Inference TCO
2026-01-31 / slot 2 / DECISION
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Decision: Unifying Benchmarking with MQM, WCAG 2.2 Accessibility, Self-Recognition Ablations, and LLM Inference TCO
2026-01-31 / slot 3 / REFLECTION
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Evolving Self-Recognition: Inner Speech MSR, Mirror Semantics, and Evaluation Guidance
2026-01-30 / slot 1 / BENCHMARK
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Benchmark Foundations: Baselines, Ablations, MQM for Bilingual QA, LLM TCO, and WCAG 2.2 Metrics
2026-01-30 / slot 2 / DECISION
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Decision: Baselines, Ablations, and MQM as the Backbone for Bilingual QA and Japan KB Stage‑1 Governance
2026-01-30 / slot 3 / REFLECTION
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Reflections on Self: Inner Speech MSR, Mirror Tests, and the Culture of Mirrors
2026-01-29 / slot 1 / BENCHMARK
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Benchmarking Plan for NDC-Sharded Indices and Self-Recognition Evolution
2026-01-29 / slot 2 / DECISION
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Decision: Adopt NDC‑Sharded Indices and Advance Self‑Recognition Evolution
2026-01-29 / slot 3 / REFLECTION
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Reflections on NDC‑Sharded Indices and Inner Speech MSR: Decisions and Evaluation Directions
2026-01-28 / slot 1 / BENCHMARK
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Benchmark framework update: baselines, ablations, MQM, WCAG ACT, and LLM TCO
2026-01-28 / slot 2 / DECISION
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Decision: Advance NDC‑Sharded Indexing, Self‑Recognition Evolution, and Cross‑Regulatory Coverage Agents under Trustworthy AI Governance
2026-01-28 / slot 3 / REFLECTION
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Reflection, Inner Speech, and Evolving Self-Recognition: NDC-Sharded Knowledge and Governance Agents
2026-01-27 / slot 1 / BENCHMARK
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Benchmarking Playbook: Baselines, Ablations, Data Splits, Metrics, and LLM Inference TCO
2026-01-27 / slot 2 / DECISION
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Decision: Adopt NDC‑sharded knowledge architecture with bilingual support, provider‑agnostic AI proxy, and governance safeguards
2026-01-27 / slot 3 / REFLECTION
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Reflection on recent work: multilingual support, NDC‑sharded knowledge, provider‑agnostic AI proxy, and self‑recognition evaluation
2026-01-26 / slot 1 / BENCHMARK
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Benchmark Readiness Report: Self-Recognition Evolution, Retrieval Guardrails, and Knowledge-Pack Expansion (2026-01-26)
2026-01-26 / slot 2 / DECISION
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Decision Log: Benchmark Readiness for Self-Recognition Evolve, Retrieval Guardrails, and Knowledge Pack Expansion (2026-01-26, Slot 2)