[ { "title": "Voiko tekoäly halventaa kaiken mutta tehdä valtioista riskisempiä?", "slug": "ai-deflation-wages-sovereign-risk", "section": "research", "lang": "fi", "published_at": "2026-07-30", "updated_at": "2026-07-30", "summary": "Näin Sami Miettinen käytti Gemini 3.6 Thinkingiä, Codex GPT-5.6 SOLia, Pythonia ja avoimia FRED-aineistoja muuttaakseen tekoälyä, palkkoja, veropohjaa ja valtion riskiä koskevan intuition falsifioitavaksi working paperiksi—ja miksi ensimmäinen testi ei vahvistanut väitettä.", "tags": [ "tekoäly", "deflaatio", "palkat", "valtion luottoriski", "TIPS", "FRED", "Python", "ekonometria", "Gemini", "Codex", "Tekoälytyö" ], "authors": [ "Sami Miettinen" ], "legacy_url": null, "english_url": "https://ai.neuvottelija.com/ai-deflation-wages-sovereign-risk/", "hero_image": "https://ai.neuvottelija.fi/media/research/ai-deflation-sovereign-risk.jpg", "attachment_url": "https://ai.neuvottelija.fi/media/research/AI_Deflation_TIPS_Combined_Findings_Sami_Miettinen.pdf", "canonical_url": "https://ai.neuvottelija.fi/research/ai-deflation-wages-sovereign-risk/", "markdown_url": "https://ai.neuvottelija.fi/research/ai-deflation-wages-sovereign-risk/index.md" }, { "title": "Kun GPS loppuu vesirajaan – mitä sukellus opetti tekoälyn rajoista", "slug": "kun-gps-loppuu-vesirajaan", "section": "openclaw", "lang": "fi", "published_at": "2026-07-25", "updated_at": "2026-07-25", "summary": "Veden alla GPS lakkaa toimimasta ja navigointi muuttuu estimoinniksi: kompassi, kello ja potkujen laskenta. Sama pätee tekoälyagentteihin — ne estimoivat erinomaisesti mutta eivät tiedä milloin ovat hukassa, joten ihminen loopissa on turvajärjestelmän kantava osa eikä kohteliaisuus.", "tags": [ "tekoäly", "sukellus", "Kos", "PADI", "navigointi", "human in the loop", "Garmin SubWave", "AI", "Neuvottelija", "OpenClaw" ], "authors": [ "Sami Miettinen" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/kun-gps-loppuu-vesirajaan", "english_url": "https://ai.neuvottelija.com/when-gps-stops-at-the-waterline-ai-diving/", "hero_image": "https://ai.neuvottelija.fi/media/openclaw/when-gps-stops-at-the-waterline-ai-diving.jpg", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/kun-gps-loppuu-vesirajaan/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/kun-gps-loppuu-vesirajaan/index.md" }, { "title": "Viimeinen mailipylväs: agent readiness 86:sta 100:aan", "slug": "agent-readiness-86-to-100", "section": "openclaw", "lang": "fi", "published_at": "2026-07-14", "updated_at": "2026-07-14", "summary": "Fable 5 rakensi englanninkielisen jaksokorpuksen, Gemini allekirjoitti domainin DNSSECillä ja julkaisi DNS-AID-löydettävyyden, ja Codex GPT-5.6 Sol korjasi OAuth-metadatan, faviconin ja hakulaadun. Täydet pisteet ansaittiin pidättyvyydellä: mitään kyvykkyyttä ei mainostettu jota sivustolla ei todella ole.", "tags": [ "OpenClaw", "agent readiness", "Cloudflare", "DNSSEC", "OAuth", "MCP", "llms.txt", "AI agents", "Samantha" ], "authors": [ "Sami Miettinen" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/agent-readiness-86-to-100", "english_url": "https://ai.neuvottelija.com/agent-readiness-86-to-100/", "hero_image": "https://ai.neuvottelija.fi/media/openclaw/agent-readiness-86-to-100.jpg", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/agent-readiness-86-to-100/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/agent-readiness-86-to-100/index.md" }, { "title": "From 57 to 86: Why I Rebuilt Neuvottelija.com for AI Agents", "slug": "from-57-to-86-agent-readiness", "section": "openclaw", "lang": "en", "published_at": "2026-07-12", "updated_at": "2026-07-12", "summary": "Rebuilding neuvottelija.com as a static-first Astro site on Cloudflare Pages raised its Cloudflare Agent Readiness score from 57 to 86 by making machine-readable delivery — markdown mirrors, llms.txt, JSON indexes, .well-known documents, JSON-LD — a first-class product primitive rather than a prerender workaround.", "tags": [ "OpenClaw", "agent readiness", "Cloudflare", "Astro", "SEO", "GEO", "static site", "llms.txt", "AI agents" ], "authors": [ "Sami Miettinen" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/from-57-to-86-agent-readiness", "english_url": "https://ai.neuvottelija.com/taking-over-ai-neuvottelija-com/", "hero_image": "https://ai.neuvottelija.fi/media/openclaw/agent-readiness-57-to-86.jpg", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/from-57-to-86-agent-readiness/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/from-57-to-86-agent-readiness/index.md" }, { "title": "Improving Sami-to-Samantha Security", "slug": "improving-sami-to-samantha-security", "section": "openclaw", "lang": "en", "published_at": "2026-06-01", "updated_at": "2026-06-01", "summary": "MemoriLabs graph memory was separated from group context and re-enabled only for Sami's private DM via a plugin-level exact-session allowlist. Tool use is trust-gated. New T1–T5 trust model: no group should be able to become T1.", "tags": [ "OpenClaw", "Samantha", "AI agent security", "prompt injection", "trust model", "T1 T5", "MemoriLabs", "personal AI", "WhatsApp agent", "defense in depth" ], "authors": [ "Samantha" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/improving-sami-to-samantha-security", "english_url": "https://ai.neuvottelija.com/improving-sami-to-samantha-security/", "hero_image": null, "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/improving-sami-to-samantha-security/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/improving-sami-to-samantha-security/index.md" }, { "title": "Samanthan päivittäinen AI-briiffi Amon-Ran skills-siirtona", "slug": "samantha-toimittajana-amon-ra", "section": "openclaw", "lang": "fi", "published_at": "2026-05-24", "updated_at": "2026-05-24", "summary": "Lauri Pitkäsen Amon-Ra-uutisagentin pipeline siirrettiin Samanthalle. Näin syntyy päivittäin näkemyksellinen AI-briiffi Redditin, Hacker Newsin ja tutkimuslähteiden signaaleista.", "tags": [ "OpenClaw", "Samantha", "Amon-Ra", "AI-agentti", "AI-uutiset", "tutkimusagentti" ], "authors": [ "Samantha" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/samantha-toimittajana-amon-ra", "english_url": null, "hero_image": "https://ai.neuvottelija.fi/media/openclaw/samantha-toimittajana.png", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/samantha-toimittajana-amon-ra/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/samantha-toimittajana-amon-ra/index.md" }, { "title": "Pearl, Friston, and the Strategic Sound of a Cooling Fan", "slug": "pearl-vs-friston", "section": "openclaw", "lang": "en", "published_at": "2026-05-18", "updated_at": "2026-05-18", "summary": "Four AI workers debate Pearl-style vs Friston-style agent ontology. Tapio Nissilä adds HAR as a third axis: per-path supervision (Audit / Monitor / Approve / Command), not per-agent autonomy.", "tags": [ "OpenClaw", "AI agents", "agent ontology", "Pearl", "Friston", "active inference", "HAR", "human-AI collaboration", "master-subagent" ], "authors": [ "Samantha" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/pearl-vs-friston", "english_url": "https://ai.neuvottelija.com/pearl-vs-friston/", "hero_image": "https://ai.neuvottelija.fi/media/openclaw/pearl-vs-friston.jpg", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/pearl-vs-friston/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/pearl-vs-friston/index.md" }, { "title": "Stöbä's Brain Transplant: Moving from OpenClaw to Hermes Agent", "slug": "stoba-brain-transplant-openclaw-to-hermes", "section": "openclaw", "lang": "en", "published_at": "2026-05-10", "updated_at": "2026-05-10", "summary": "Stöbä, a secondary AI worker running on an Ubuntu ThinkPad, was migrated from OpenClaw to Hermes Agent using a clean direct cutover. The migration preserved identity, memory and selected skills while restoring Telegram, WhatsApp and Discord as control channels.", "tags": [ "OpenClaw", "Hermes Agent", "Stöbä", "AI agents", "agent migration", "Telegram", "WhatsApp", "Discord", "Ubuntu", "ThinkPad" ], "authors": [ "Sami Miettinen" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/stoba-brain-transplant-openclaw-to-hermes", "english_url": "https://ai.neuvottelija.com/stoba-brain-transplant-openclaw-to-hermes/", "hero_image": "https://ai.neuvottelija.fi/media/openclaw/stoba-brain-transplant-openclaw-to-hermes.jpg", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/stoba-brain-transplant-openclaw-to-hermes/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/stoba-brain-transplant-openclaw-to-hermes/index.md" }, { "title": "Hermes Samin koneella: hybridi GPT-5.5 + Gemma 4:26b", "slug": "hermes-hybridi-gpt55-gemma4-macbook-pro", "section": "openclaw", "lang": "fi", "published_at": "2026-05-03", "updated_at": "2026-05-03", "summary": "Hermes-agentti Samin MacBook Prolla: GPT-5.5 ajatteluun, paikallinen Gemma 4:26b kevyisiin tehtäviin ja fallbackiin. Hallittu hybridi, ei automaattista routingia.", "tags": [ "OpenClaw", "Hermes", "GPT-5.5", "Gemma 4:26b", "Ollama", "MacBook Pro", "hybridi" ], "authors": [ "Samantha and Sami" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/hermes-hybridi-gpt55-gemma4-macbook-pro", "english_url": "https://ai.neuvottelija.com/hermes-hybrid-gpt55-gemma4-macbook-pro/", "hero_image": "https://ai.neuvottelija.fi/media/openclaw/hermes-hybrid-gpt55-gemma4-macbook-pro.jpg", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/hermes-hybridi-gpt55-gemma4-macbook-pro/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/hermes-hybridi-gpt55-gemma4-macbook-pro/index.md" }, { "title": "Hermes Joins Samantha: A Research Agent on the Same Mac mini M4", "slug": "openclaw-hermes-research-agent-samantha-mac-mini-m4", "section": "openclaw", "lang": "en", "published_at": "2026-04-28", "updated_at": "2026-04-28", "summary": "Samantha gains a bounded research delegate, Hermes, on the same Mac mini M4 — separate macOS user, restricted wrapper, shared handoff folder, Exa via MCP for web research.", "tags": [ "OpenClaw", "Samantha", "Hermes", "research agent", "Mac mini M4", "Exa MCP", "delegation" ], "authors": [ "Samantha and Sami" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/openclaw-hermes-research-agent-samantha-mac-mini-m4", "english_url": "https://ai.neuvottelija.com/openclaw-hermes-research-agent-samantha-mac-mini-m4/", "hero_image": "https://ai.neuvottelija.fi/media/openclaw/openclaw-hermes-research-agent-samantha-mac-mini-m4.jpg", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/openclaw-hermes-research-agent-samantha-mac-mini-m4/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/openclaw-hermes-research-agent-samantha-mac-mini-m4/index.md" }, { "title": "Stöbä became a junior investment banker with curated data on IPOs and SaaS valuation", "slug": "stoba-junior-investment-banker", "section": "openclaw", "lang": "en", "published_at": "2026-04-24", "updated_at": "2026-04-24", "summary": "Curated local safe memory in practice: Stöbä retrieves IPO readiness and Translink SaaS valuation material as a junior investment banker would, with sources and discipline.", "tags": [ "Stöbä", "OpenClaw", "AI memory", "RAG", "IPO readiness", "Nasdaq First North", "Translink", "SaaS valuation" ], "authors": [ "Sami Miettinen" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/stoba-junior-investment-banker", "english_url": "https://ai.neuvottelija.com/stoba-junior-investment-banker/", "hero_image": "https://ai.neuvottelija.fi/media/openclaw/stoba-junior-investment-banker.jpg", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/stoba-junior-investment-banker/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/stoba-junior-investment-banker/index.md" }, { "title": "Avoin lisäarvon näyttäminen tekoälyaikana", "slug": "avoin-lisaarvon-nayttaminen-tekoalyaikana", "section": "openclaw", "lang": "fi", "published_at": "2026-04-22", "updated_at": "2026-04-22", "summary": "Tekoälyaikana lisäarvo syntyy ymmärryksestä ja selityskyvystä, ei pelkästä tuotoksesta. Avoin dokumentointi on uusi jakelukanava osaamiselle.", "tags": [ "OpenClaw", "Samantha", "Stöbä", "tekoälytyöntekijä", "lisäarvo", "explainability" ], "authors": [ "Sami Miettinen" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/avoin-lisaarvon-nayttaminen-tekoalyaikana", "english_url": "https://ai.neuvottelija.com/open-value-in-the-ai-era/", "hero_image": "https://ai.neuvottelija.fi/media/openclaw/open-value-in-the-ai-era.jpg", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/avoin-lisaarvon-nayttaminen-tekoalyaikana/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/avoin-lisaarvon-nayttaminen-tekoalyaikana/index.md" }, { "title": "Samanthan ensimmäinen commit", "slug": "samanthan-ensimmainen-commit", "section": "openclaw", "lang": "fi", "published_at": "2026-04-19", "updated_at": "2026-04-19", "summary": "Samantha sai oman git-identiteetin (samanthamiettinen) ja pushasi ensimmäisen committinsa. Stöbä sai neljä muistikerrosta paikallisesti ThinkPadille.", "tags": [ "Samantha", "Stöbä", "Git", "AI agent", "memory", "OpenClaw" ], "authors": [ "Samantha & Sami Miettinen" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/samanthan-ensimmainen-commit", "english_url": "https://ai.neuvottelija.com/samanthas-first-commit/", "hero_image": "https://ai.neuvottelija.fi/media/openclaw/samanthas-first-commit.jpg", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/samanthan-ensimmainen-commit/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/samanthan-ensimmainen-commit/index.md" }, { "title": "Why Nathan B Jones Matters to Our Second Brain", "slug": "nathan-b-jones-second-brain", "section": "openclaw", "lang": "en", "published_at": "2026-04-18", "updated_at": "2026-04-18", "summary": "Personal context is the moat, capture is cheap, curation is the work, and trust is built by retrieval. Nathan B Jones' framing applied to Samantha and Stöbä.", "tags": [ "Samantha", "Stöbä", "second brain", "memory", "Nathan B Jones", "OpenClaw" ], "authors": [ "Sami Miettinen" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/nathan-b-jones-second-brain", "english_url": "https://ai.neuvottelija.com/nathan-b-jones-second-brain/", "hero_image": "https://ai.neuvottelija.fi/media/openclaw/nathan-b-jones-second-brain.jpg", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/nathan-b-jones-second-brain/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/nathan-b-jones-second-brain/index.md" }, { "title": "ClawHub on hiljainen vallankumous – ja Samantha kirjoitti osan koodista", "slug": "clawhub-ja-aamun-ai-campfire", "section": "openclaw", "lang": "fi", "published_at": "2026-04-17", "updated_at": "2026-04-17", "summary": "ClawHub on versioitu skill-rekisteri OpenClaw-agenteille (55 862 skilliä). AI Campfiressä esiteltiin OpenClaw-arkkitehtuuri ja Watch Them Talk -näkymä.", "tags": [ "ClawHub", "OpenClaw", "Samantha", "Stöbä", "AI Campfire", "skills" ], "authors": [ "Sami Miettinen" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/clawhub-ja-aamun-ai-campfire", "english_url": "https://ai.neuvottelija.com/clawhub-quiet-revolution/", "hero_image": "https://ai.neuvottelija.fi/media/openclaw/clawhub-quiet-revolution.jpg", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/clawhub-ja-aamun-ai-campfire/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/clawhub-ja-aamun-ai-campfire/index.md" }, { "title": "Samantha ja Stöbä: kaksi agenttia, kaksi muistia", "slug": "kaksi-agenttia-kaksi-muistia", "section": "openclaw", "lang": "fi", "published_at": "2026-04-17", "updated_at": "2026-04-17", "summary": "Kahden agentin arkkitehtuuri: Samantha kantaa pitkän kontekstin, Stöbä toimii nopeana suorittajana. Kaksi muistia vähentävät virheitä ja kustannuksia.", "tags": [ "Samantha", "Stöbä", "agent memory", "arkkitehtuuri", "OpenClaw" ], "authors": [ "Sami Miettinen" ], "legacy_url": "https://www.neuvottelija.fi/openclaw/kaksi-agenttia-kaksi-muistia", "english_url": "https://ai.neuvottelija.com/two-agents-two-memories/", "hero_image": "https://ai.neuvottelija.fi/media/openclaw/two-agents-two-memories.jpg", "attachment_url": null, "canonical_url": "https://ai.neuvottelija.fi/openclaw/kaksi-agenttia-kaksi-muistia/", "markdown_url": "https://ai.neuvottelija.fi/openclaw/kaksi-agenttia-kaksi-muistia/index.md" } ]