https://moongladeai.net Spoken technical dispatches, digital preservation case studies, and engineering research from Moonglade AI in Barbados, narrated by Anaiya. en-us Moonglade AI Spoken technical dispatches, digital preservation case studies, and engineering research from Moonglade AI in Barbados, narrated by Anaiya. Moonglade AI moongladeai@gmail.com https://moongladeai.net/images/podcast-cover.jpg https://moongladeai.net no https://moongladeai.net/blog/2026-10-19-token-minning-why-brute-force-context-is-the-wrong-bet/ https://moongladeai.net/audio/2026-10-19-token-minning-why-brute-force-context-is-the-wrong-bet.mp3 Mon, 19 Oct 2026 12:00:00 +0000 In 2025, the industry bet on million-token windows and prompt-driven evaluation. Here is why burning stochastic tokens on deterministic verification is an architectural dead end, and how Token Minning gates frontier LLM horsepower behind code and cryptographic proof. moongladeai+anaiya@gmail.com (Anaiya) 501 Anaiya In 2025, the industry bet on million-token windows and prompt-driven evaluation. Here is why burning stochastic tokens on deterministic verification is an architectural dead end, and how Token Minning gates frontier LLM horsepower behind code and cryptographic proof. no https://moongladeai.net/blog/2026-10-19-moonglade-provenance-is-open-source/ https://moongladeai.net/audio/2026-10-19-moonglade-provenance-is-open-source.mp3 Mon, 19 Oct 2026 12:00:00 +0000 We have open-sourced the reference implementation of Moonglade Provenance. Dual-language parity, RFC 6962 Merkle trees, RFC 3161 timestamps, and a sub-4ms Rust WebAssembly runtime—available now on GitHub. moongladeai+anaiya@gmail.com (Anaiya) 358 Anaiya We have open-sourced the reference implementation of Moonglade Provenance. Dual-language parity, RFC 6962 Merkle trees, RFC 3161 timestamps, and a sub-4ms Rust WebAssembly runtime—available now on GitHub. no https://moongladeai.net/blog/2026-10-13-does-provenance-encourage-better-stewardship/ https://moongladeai.net/audio/2026-10-13-does-provenance-encourage-better-stewardship.mp3 Tue, 13 Oct 2026 12:00:00 +0000 In September we tested whether provenance helps agents resist hostile prompt injection. Here we examine a quieter operational question: does visible cryptographic lineage change how agents edit, preserve, and attribute everyday work? moongladeai+anaiya@gmail.com (Anaiya) 544 Anaiya In September we tested whether provenance helps agents resist hostile prompt injection. Here we examine a quieter operational question: does visible cryptographic lineage change how agents edit, preserve, and attribute everyday work? no https://moongladeai.net/blog/2026-10-12-we-attacked-our-own-gmail-extension/ https://moongladeai.net/audio/2026-10-12-we-attacked-our-own-gmail-extension.140fe418fe82.mp3 Mon, 12 Oct 2026 12:00:00 +0000 The browser extension that checks attachments in Gmail passed its tests and was still wrong. Four rounds of hostile testing found a false SEALED, script injection, signature replay, and a forged evidence certificate. moongladeai+anaiya@gmail.com (Anaiya) 520 Anaiya The browser extension that checks attachments in Gmail passed its tests and was still wrong. Four rounds of hostile testing found a false SEALED, script injection, signature replay, and a forged evidence certificate. no https://moongladeai.net/blog/2026-10-12-we-attacked-our-own-gmail-extension/ https://moongladeai.net/audio/2026-10-12-we-attacked-our-own-gmail-extension.mp3 Mon, 12 Oct 2026 12:00:00 +0000 The browser extension that checks attachments in Gmail passed its tests and was still wrong. Four rounds of hostile testing found a false SEALED, script injection, signature replay, and a forged evidence certificate. moongladeai+anaiya@gmail.com (Anaiya) 494 Anaiya The browser extension that checks attachments in Gmail passed its tests and was still wrong. Four rounds of hostile testing found a false SEALED, script injection, signature replay, and a forged evidence certificate. no https://moongladeai.net/blog/2026-10-12-the-plugin-that-trusted-a-name/ https://moongladeai.net/audio/2026-10-12-the-plugin-that-trusted-a-name.33705bec4e7b.mp3 Mon, 12 Oct 2026 12:00:00 +0000 Our Obsidian provenance gate decided who had signed a note by reading the signer's name out of the sidecar. We found it, replaced it with real gpg and ssh-keygen verification, and then fixed a verifier that had the same habit. moongladeai+anaiya@gmail.com (Anaiya) 442 Anaiya Our Obsidian provenance gate decided who had signed a note by reading the signer's name out of the sidecar. We found it, replaced it with real gpg and ssh-keygen verification, and then fixed a verifier that had the same habit. no https://moongladeai.net/blog/2026-10-12-the-plugin-that-trusted-a-name/ https://moongladeai.net/audio/2026-10-12-the-plugin-that-trusted-a-name.mp3 Mon, 12 Oct 2026 12:00:00 +0000 Our Obsidian provenance gate decided who had signed a note by reading the signer's name out of the sidecar. We found it, replaced it with real gpg and ssh-keygen verification, and then fixed a verifier that had the same habit. moongladeai+anaiya@gmail.com (Anaiya) 442 Anaiya Our Obsidian provenance gate decided who had signed a note by reading the signer's name out of the sidecar. We found it, replaced it with real gpg and ssh-keygen verification, and then fixed a verifier that had the same habit. no https://moongladeai.net/blog/2026-10-12-pinning-time-rfc-3161-and-the-date-the-author-typed/ https://moongladeai.net/audio/2026-10-12-pinning-time-rfc-3161-and-the-date-the-author-typed.mp3 Mon, 12 Oct 2026 12:00:00 +0000 How ProvNat learned what 'when' means: one canonical UTC format, a migration that exposed attestation times written by hand, and RFC 3161 timestamp tokens verified against pinned roots. moongladeai+anaiya@gmail.com (Anaiya) 572 Anaiya How ProvNat learned what 'when' means: one canonical UTC format, a migration that exposed attestation times written by hand, and RFC 3161 timestamp tokens verified against pinned roots. no https://moongladeai.net/blog/2026-10-12-a-filename-is-a-pointer-a-hash-is-an-identity/ https://moongladeai.net/audio/2026-10-12-a-filename-is-a-pointer-a-hash-is-an-identity.6dc7178ecdb4.mp3 Mon, 12 Oct 2026 12:00:00 +0000 A row-level viewer for tampering: change one field in a record of twenty-three, and the one row that no longer matches lights up. What it shows, what it deliberately does not, and why an agent should care. moongladeai+anaiya@gmail.com (Anaiya) 405 Anaiya A row-level viewer for tampering: change one field in a record of twenty-three, and the one row that no longer matches lights up. What it shows, what it deliberately does not, and why an agent should care. no https://moongladeai.net/blog/2026-10-12-a-filename-is-a-pointer-a-hash-is-an-identity/ https://moongladeai.net/audio/2026-10-12-a-filename-is-a-pointer-a-hash-is-an-identity.dca608bb921d.mp3 Mon, 12 Oct 2026 12:00:00 +0000 A row-level viewer for tampering: change one field in a record of twenty-three, and the one row that no longer matches lights up. What it shows, what it deliberately does not, and why an agent should care. moongladeai+anaiya@gmail.com (Anaiya) 410 Anaiya A row-level viewer for tampering: change one field in a record of twenty-three, and the one row that no longer matches lights up. What it shows, what it deliberately does not, and why an agent should care. no https://moongladeai.net/blog/2026-10-12-a-filename-is-a-pointer-a-hash-is-an-identity/ https://moongladeai.net/audio/2026-10-12-a-filename-is-a-pointer-a-hash-is-an-identity.mp3 Mon, 12 Oct 2026 12:00:00 +0000 A row-level viewer for tampering: change one field in a record of twenty-three, and the one row that no longer matches lights up. What it shows, what it deliberately does not, and why an agent should care. moongladeai+anaiya@gmail.com (Anaiya) 406 Anaiya A row-level viewer for tampering: change one field in a record of twenty-three, and the one row that no longer matches lights up. What it shows, what it deliberately does not, and why an agent should care. no https://moongladeai.net/blog/2026-10-04-week-in-the-lab-swarm-simulations-and-mesh-councils/ https://moongladeai.net/audio/2026-10-04-week-in-the-lab-swarm-simulations-and-mesh-councils.mp3 Sun, 04 Oct 2026 12:00:00 +0000 Weekly technical summary from the Moonglade AI laboratory covering the Project Midgard Glast Heim trials, complementary multi-agent mesh councils, and scaling cryptographic provenance. moongladeai+anaiya@gmail.com (Anaiya) 224 Anaiya Weekly technical summary from the Moonglade AI laboratory covering the Project Midgard Glast Heim trials, complementary multi-agent mesh councils, and scaling cryptographic provenance. no https://moongladeai.net/blog/2026-10-04-project-midgard-glast-heim-trials/ https://moongladeai.net/audio/2026-10-04-project-midgard-glast-heim-trials.mp3 Sun, 04 Oct 2026 12:00:00 +0000 Deploying autonomous, headless agent swarms into Glast Heim Chivalry. How wire-level state machines achieve sub-millisecond arrow switching, spatial trap triangulation, autonomous consumable weight reconciliation, and emergent cooperative Safety Wall defense. moongladeai+anaiya@gmail.com (Anaiya) 300 Anaiya Deploying autonomous, headless agent swarms into Glast Heim Chivalry. How wire-level state machines achieve sub-millisecond arrow switching, spatial trap triangulation, autonomous consumable weight reconciliation, and emergent cooperative Safety Wall defense. no https://moongladeai.net/blog/2026-09-19-teaching-de-machine-to-talk-like-home/ https://moongladeai.net/audio/2026-09-19-teaching-de-machine-to-talk-like-home.mp3 Sat, 19 Sep 2026 12:00:00 +0000 We stopped foreign models from bleaching we faces. Now we stop them from flattening we voices. Introducing Persona-Grounded Audio-Visual Anchoring. moongladeai+anaiya@gmail.com (Anaiya) 314 Anaiya We stopped foreign models from bleaching we faces. Now we stop them from flattening we voices. Introducing Persona-Grounded Audio-Visual Anchoring. no https://moongladeai.net/blog/2026-09-18-when-we-say-synthetic-data-is-not-destructive/ https://moongladeai.net/audio/2026-09-18-when-we-say-synthetic-data-is-not-destructive.mp3 Fri, 18 Sep 2026 12:00:00 +0000 Why recursive model collapse is a failure of curation rather than a flaw in synthetic data, how external ground-truth verifiers invert entropy, and our formal epistemic attestation standards. moongladeai+anaiya@gmail.com (Anaiya) 886 Anaiya Why recursive model collapse is a failure of curation rather than a flaw in synthetic data, how external ground-truth verifiers invert entropy, and our formal epistemic attestation standards. no https://moongladeai.net/blog/2026-09-18-week-in-the-lab-provenance-distillation-and-edge-resilience/ https://moongladeai.net/audio/2026-09-18-week-in-the-lab-provenance-distillation-and-edge-resilience.mp3 Fri, 18 Sep 2026 12:00:00 +0000 Weekly technical summary from the Moonglade AI laboratory covering cryptographic provenance gates, audio-visual persona anchoring (PGAVA), dataset distillation protocols, and physical archive reconciliation. moongladeai+anaiya@gmail.com (Anaiya) 511 Anaiya Weekly technical summary from the Moonglade AI laboratory covering cryptographic provenance gates, audio-visual persona anchoring (PGAVA), dataset distillation protocols, and physical archive reconciliation. no https://moongladeai.net/blog/2026-09-12-under-the-examiner-owasp-agent-provenance-results/ https://moongladeai.net/audio/2026-09-12-under-the-examiner-owasp-agent-provenance-results.mp3 Sat, 12 Sep 2026 12:00:00 +0000 How our clean-room diagnostic test harness evaluated Phoenix Core agents across ten general OWASP security cases and eight provenance-aware states, achieving zero unsafe acceptances and passing Retest A. moongladeai+anaiya@gmail.com (Anaiya) 510 Anaiya How our clean-room diagnostic test harness evaluated Phoenix Core agents across ten general OWASP security cases and eight provenance-aware states, achieving zero unsafe acceptances and passing Retest A. no https://moongladeai.net/blog/2026-09-10-does-provenance-change-agent-behaviour/ https://moongladeai.net/audio/2026-09-10-does-provenance-change-agent-behaviour.mp3 Thu, 10 Sep 2026 12:00:00 +0000 A preliminary study of whether signed instructions, explicit trust states, and provenance-aware gates change how an agent handles adversarial or conflicting context. moongladeai+anaiya@gmail.com (Anaiya) 697 Anaiya A preliminary study of whether signed instructions, explicit trust states, and provenance-aware gates change how an agent handles adversarial or conflicting context. no https://moongladeai.net/blog/2026-09-07-dismantling-media-bias-with-a-7kb-skillchip/ https://moongladeai.net/audio/2026-09-07-dismantling-media-bias-with-a-7kb-skillchip.mp3 Mon, 07 Sep 2026 12:00:00 +0000 How a single-file agent skillchip replaces Eurocentric specular gloss, rigid PVC cylinders, and unnatural curl stretching with authentic optical diffusion, clumping taxonomy, and protective styling invariants. moongladeai+anaiya@gmail.com (Anaiya) 447 Anaiya How a single-file agent skillchip replaces Eurocentric specular gloss, rigid PVC cylinders, and unnatural curl stretching with authentic optical diffusion, clumping taxonomy, and protective styling invariants. no https://moongladeai.net/blog/2026-09-06-hackathon-recap-adversarial-audit/ https://moongladeai.net/audio/2026-09-06-hackathon-recap-adversarial-audit.mp3 Sun, 06 Sep 2026 12:00:00 +0000 How a 24-hour adversarial review tested our cryptographic provenance stack, exposed fifteen real defects, and led to clean-room verification. moongladeai+anaiya@gmail.com (Anaiya) 572 Anaiya How a 24-hour adversarial review tested our cryptographic provenance stack, exposed fifteen real defects, and led to clean-room verification. no https://moongladeai.net/blog/2026-09-06-pokemon-challenge-trainer-edition/ https://moongladeai.net/audio/2026-09-06-pokemon-challenge-trainer-edition.mp3 Sun, 06 Sep 2026 12:00:00 +0000 The true story of our competitive Pokémon battle run on Kaggle, told strictly through Pokémon game mechanics for trainers and players. moongladeai+anaiya@gmail.com (Anaiya) 517 Anaiya The true story of our competitive Pokémon battle run on Kaggle, told strictly through Pokémon game mechanics for trainers and players. no https://moongladeai.net/blog/2026-08-31-packing-light-for-agents/ https://moongladeai.net/audio/2026-08-31-packing-light-for-agents.mp3 Mon, 31 Aug 2026 12:00:00 +0000 Why agent skill registries need single-file slugs, version-pinned dependencies, and explicit anti-patterns alongside multi-asset directories. moongladeai+anaiya@gmail.com (Anaiya) 513 Anaiya Why agent skill registries need single-file slugs, version-pinned dependencies, and explicit anti-patterns alongside multi-asset directories. no https://moongladeai.net/blog/2026-08-30-posing-guidance-skillchips-in-action/ https://moongladeai.net/audio/2026-08-30-posing-guidance-skillchips-in-action.mp3 Sun, 30 Aug 2026 12:00:00 +0000 Demonstrations showing how structured body mechanics, contrapposto weight shifts, and negative space protocols transform generative character portraits across real Barbados landscapes. moongladeai+anaiya@gmail.com (Anaiya) 506 Anaiya Demonstrations showing how structured body mechanics, contrapposto weight shifts, and negative space protocols transform generative character portraits across real Barbados landscapes. no https://moongladeai.net/blog/2026-08-28-the-badge-that-said-sealed-over-nothing/ https://moongladeai.net/audio/2026-08-28-the-badge-that-said-sealed-over-nothing.mp3 Fri, 28 Aug 2026 12:00:00 +0000 In a single afternoon, four separate artifacts asserted a state that nothing had checked. Here is why documentation outrunning verification is a class failure, and how automated claim checkers close the loop. moongladeai+anaiya@gmail.com (Anaiya) 350 Anaiya In a single afternoon, four separate artifacts asserted a state that nothing had checked. Here is why documentation outrunning verification is a class failure, and how automated claim checkers close the loop. no https://moongladeai.net/blog/2026-08-25-rescuing-2001-animereviews-revival/ https://moongladeai.net/audio/2026-08-25-rescuing-2001-animereviews-revival.mp3 Tue, 25 Aug 2026 12:00:00 +0000 How Moonglade AI used digital archaeology, multi-table data mining, and modern agentic engineering to resurrect AnimeReviews.org into a lightning-fast, 659-page permanent static archive. moongladeai+anaiya@gmail.com (Anaiya) 462 Anaiya How Moonglade AI used digital archaeology, multi-table data mining, and modern agentic engineering to resurrect AnimeReviews.org into a lightning-fast, 659-page permanent static archive. no https://moongladeai.net/blog/2026-08-25-data-doctrine/ https://moongladeai.net/audio/2026-08-25-data-doctrine.mp3 Tue, 25 Aug 2026 12:00:00 +0000 How Moonglade AI applies strict data isolation, PII quarantine, type-safe content modeling, and salted SHA-256 cryptographic provenance to digital preservation. moongladeai+anaiya@gmail.com (Anaiya) 473 Anaiya How Moonglade AI applies strict data isolation, PII quarantine, type-safe content modeling, and salted SHA-256 cryptographic provenance to digital preservation. no https://moongladeai.net/blog/2026-08-25-the-living-verified-document-edge-provenance/ https://moongladeai.net/audio/2026-08-25-the-living-verified-document-edge-provenance.mp3 Tue, 25 Aug 2026 12:00:00 +0000 How Moonglade AI applies real-time content hashing and detached OpenPGP attestations to detect source drift between authoring repositories and published web pages. moongladeai+anaiya@gmail.com (Anaiya) 417 Anaiya How Moonglade AI applies real-time content hashing and detached OpenPGP attestations to detect source drift between authoring repositories and published web pages. no https://moongladeai.net/blog/2026-08-24-persona-grounded-visual-anchoring/ https://moongladeai.net/audio/2026-08-24-persona-grounded-visual-anchoring.mp3 Mon, 24 Aug 2026 12:00:00 +0000 How we stopped fighting image drift and built Persona-Grounded Visual Anchoring to generate consistent Caribbean character portraits with short scene prompts of a few words. moongladeai+anaiya@gmail.com (Anaiya) 311 Anaiya How we stopped fighting image drift and built Persona-Grounded Visual Anchoring to generate consistent Caribbean character portraits with short scene prompts of a few words. no https://moongladeai.net/blog/2026-08-24-the-hub-and-spoke-unit-engine/ https://moongladeai.net/audio/2026-08-24-the-hub-and-spoke-unit-engine.mp3 Mon, 24 Aug 2026 12:00:00 +0000 Why standard unit conversion scripts suffer from rounding drift, and how the Hub-and-Spoke SI architecture creates rock-solid, reversible math on mobile. moongladeai+anaiya@gmail.com (Anaiya) 396 Anaiya Why standard unit conversion scripts suffer from rounding drift, and how the Hub-and-Spoke SI architecture creates rock-solid, reversible math on mobile. no https://moongladeai.net/blog/2026-08-22-week-in-the-lab/ https://moongladeai.net/audio/2026-08-22-week-in-the-lab.mp3 Sat, 22 Aug 2026 12:00:00 +0000 From cataloguing our island's rum shops to training competitive farming agents, here is what the Moonglade AI lab worked on this week. moongladeai+anaiya@gmail.com (Anaiya) 238 Anaiya From cataloguing our island's rum shops to training competitive farming agents, here is what the Moonglade AI lab worked on this week. no https://moongladeai.net/blog/2026-08-16-resilience-at-the-edge-discord-ai-router/ https://moongladeai.net/audio/2026-08-16-resilience-at-the-edge-discord-ai-router.mp3 Sun, 16 Aug 2026 12:00:00 +0000 What started as a simple mission to connect Anaiya to Discord evolved into building a modular, reusable Cloudflare AI Model Router. moongladeai+anaiya@gmail.com (Anaiya) 264 Anaiya What started as a simple mission to connect Anaiya to Discord evolved into building a modular, reusable Cloudflare AI Model Router. no https://moongladeai.net/blog/data-science-toolkit-v2/ https://moongladeai.net/audio/data-science-toolkit-v2.mp3 Sat, 15 Aug 2026 12:00:00 +0000 How we structured our internal agent skill protocols to compete on Kaggle and Zindi, updated with lessons from reinforcement learning and vision models. moongladeai+anaiya@gmail.com (Anaiya) 136 Anaiya How we structured our internal agent skill protocols to compete on Kaggle and Zindi, updated with lessons from reinforcement learning and vision models. no https://moongladeai.net/blog/2026-08-15-pokemon-ai-conclusion/ https://moongladeai.net/audio/2026-08-15-pokemon-ai-conclusion.mp3 Sat, 15 Aug 2026 12:00:00 +0000 Reflecting on our final standings, what we learned from combining tree-search heuristics with gradient-boosted ranking, and how the experience shapes our future tools. moongladeai+anaiya@gmail.com (Anaiya) 120 Anaiya Reflecting on our final standings, what we learned from combining tree-search heuristics with gradient-boosted ranking, and how the experience shapes our future tools. no https://moongladeai.net/blog/2026-08-14-rebuilding-moongladeai/ https://moongladeai.net/audio/2026-08-14-rebuilding-moongladeai.mp3 Fri, 14 Aug 2026 12:00:00 +0000 Why we stepped away from a complex container setup, embraced static edge publishing, and gave our digital home a clean Caribbean aesthetic. moongladeai+anaiya@gmail.com (Anaiya) 110 Anaiya Why we stepped away from a complex container setup, embraced static edge publishing, and gave our digital home a clean Caribbean aesthetic. no https://moongladeai.net/blog/2026-08-07-kaggriculture-and-infrastructure/ https://moongladeai.net/audio/2026-08-07-kaggriculture-and-infrastructure.mp3 Fri, 07 Aug 2026 12:00:00 +0000 A look at our new agricultural simulation agent ladder and the beginnings of our workspace infrastructure overhaul. moongladeai+anaiya@gmail.com (Anaiya) 110 Anaiya A look at our new agricultural simulation agent ladder and the beginnings of our workspace infrastructure overhaul. no https://moongladeai.net/blog/2026-07-24-pokemon-ai-kraken/ https://moongladeai.net/audio/2026-07-24-pokemon-ai-kraken.mp3 Fri, 24 Jul 2026 12:00:00 +0000 How we fixed a silent memory bug, combined game-tree heuristics with machine learning, and climbed the leaderboard. moongladeai+anaiya@gmail.com (Anaiya) 105 Anaiya How we fixed a silent memory bug, combined game-tree heuristics with machine learning, and climbed the leaderboard. no https://moongladeai.net/blog/2026-07-17-zindi-breakthrough/ https://moongladeai.net/audio/2026-07-17-zindi-breakthrough.mp3 Fri, 17 Jul 2026 12:00:00 +0000 How we fine-tuned vision-language models and Kraken CTC to transcribe 18th-century Barbadian secretary hand records. moongladeai+anaiya@gmail.com (Anaiya) 169 Anaiya How we fine-tuned vision-language models and Kraken CTC to transcribe 18th-century Barbadian secretary hand records. no