# OpenClaw Chronicles — Neuvottelija AI

Section index. 16 articles.

- 2026-07-25 — [When GPS Stops at the Waterline: What Scuba Diving Taught Me About AI](https://ai.neuvottelija.com/when-gps-stops-at-the-waterline-ai-diving/index.md): A dive in Kos became a practical lesson in underwater navigation, human judgement, AI estimation and why human-in-the-loop systems still matter.
  - sections: openclaw, research
  - suomeksi: https://ai.neuvottelija.fi/openclaw/kun-gps-loppuu-vesirajaan/
- 2026-07-14 — [The Last Mile: Improving Agent Readiness from 86% to 100%](https://ai.neuvottelija.com/agent-readiness-86-to-100/index.md): The final fourteen points of Cloudflare's Agent Readiness benchmark were harder than the first eighty-six, and they were closed by three frontier models working in parallel: Claude Fable 5 built the English episode corpus, Google Gemini signed the domain and published DNS-based agent discovery, and Codex GPT-5.6 Sol fixed the OAuth metadata, favicon and retrieval quality.
  - sections: openclaw, tools
  - suomeksi: https://ai.neuvottelija.fi/openclaw/agent-readiness-86-to-100/
- 2026-07-11 — [From 57% to Agent-Native: How This Site Took Over www.neuvottelija.fi](https://ai.neuvottelija.com/taking-over-ai-neuvottelija-com/index.md): Why a Lovable-hosted React SPA scored 57 while a Cloudflare and Astro static-first site reached 86, and why agent readiness is an architectural property rather than a feature toggle.
  - sections: openclaw, tools
  - suomeksi: https://ai.neuvottelija.fi/openclaw/from-57-to-86-agent-readiness/
- 2026-06-01 — [Improving Sami-to-Samantha Security](https://ai.neuvottelija.com/improving-sami-to-samantha-security/index.md): 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.
  - sections: openclaw, tools
  - suomeksi: https://ai.neuvottelija.fi/openclaw/improving-sami-to-samantha-security/
- 2026-05-18 — [Pearl, Friston, and the Strategic Sound of a Cooling Fan](https://ai.neuvottelija.com/pearl-vs-friston/index.md): 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.
  - sections: openclaw, research
  - suomeksi: https://ai.neuvottelija.fi/openclaw/pearl-vs-friston/
- 2026-05-10 — [Stöbä's Brain Transplant: Moving from OpenClaw to Hermes Agent](https://ai.neuvottelija.com/stoba-brain-transplant-openclaw-to-hermes/index.md): 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.
  - sections: openclaw, tools
  - suomeksi: https://ai.neuvottelija.fi/openclaw/stoba-brain-transplant-openclaw-to-hermes/
- 2026-05-03 — [Hermes on Sami's MacBook Pro: A GPT-5.5 + Gemma 4:26b Hybrid](https://ai.neuvottelija.com/hermes-hybrid-gpt55-gemma4-macbook-pro/index.md): The Hermes agent on Sami's MacBook Pro: GPT-5.5 for thinking, a local Gemma 4:26b for light tasks and fallback. A controlled hybrid — no automatic routing.
  - sections: openclaw, tools
  - suomeksi: https://ai.neuvottelija.fi/openclaw/hermes-hybridi-gpt55-gemma4-macbook-pro/
- 2026-04-28 — [Hermes Joins Samantha: A Research Agent on the Same Mac mini M4](https://ai.neuvottelija.com/openclaw-hermes-research-agent-samantha-mac-mini-m4/index.md): 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.
  - sections: openclaw, tools
  - suomeksi: https://ai.neuvottelija.fi/openclaw/openclaw-hermes-research-agent-samantha-mac-mini-m4/
- 2026-04-24 — [Stöbä Became a Junior Investment Banker with Curated Data on IPOs and SaaS Valuation](https://ai.neuvottelija.com/stoba-junior-investment-banker/index.md): 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.
  - sections: openclaw, economy, tools
  - suomeksi: https://ai.neuvottelija.fi/openclaw/stoba-junior-investment-banker/
- 2026-04-22 — [Showing Your Added Value Openly in the AI Era](https://ai.neuvottelija.com/open-value-in-the-ai-era/index.md): In the AI era, added value comes from understanding and the ability to explain — not from mere output. Open documentation is the new distribution channel for expertise.
  - sections: openclaw, economy
  - suomeksi: https://ai.neuvottelija.fi/openclaw/avoin-lisaarvon-nayttaminen-tekoalyaikana/
- 2026-04-19 — [Samantha's First Commit](https://ai.neuvottelija.com/samanthas-first-commit/index.md): Samantha got her own git identity (samanthamiettinen) and pushed her first commit. Stöbä received four local memory layers on the ThinkPad.
  - sections: openclaw
  - suomeksi: https://ai.neuvottelija.fi/openclaw/samanthan-ensimmainen-commit/
- 2026-04-18 — [Why Nathan B Jones Matters to Our Second Brain](https://ai.neuvottelija.com/nathan-b-jones-second-brain/index.md): 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.
  - sections: openclaw, research
  - suomeksi: https://ai.neuvottelija.fi/openclaw/nathan-b-jones-second-brain/
- 2026-04-17 — [ClawHub Is a Quiet Revolution — and Samantha Wrote Part of the Code](https://ai.neuvottelija.com/clawhub-quiet-revolution/index.md): ClawHub is a versioned skill registry for OpenClaw agents (55,862 skills). At the morning AI Campfire we presented the OpenClaw architecture and the Watch Them Talk view.
  - sections: openclaw, tools
  - suomeksi: https://ai.neuvottelija.fi/openclaw/clawhub-ja-aamun-ai-campfire/
- 2026-04-17 — [Samantha and Stöbä: Two Agents, Two Memories](https://ai.neuvottelija.com/two-agents-two-memories/index.md): A two-agent architecture: Samantha carries the long context while Stöbä acts as the fast executor. Two separate memories reduce errors and cost.
  - sections: openclaw, tools
  - suomeksi: https://ai.neuvottelija.fi/openclaw/kaksi-agenttia-kaksi-muistia/
- 2026-04-12 — [AI changes everything | Sami Miettinen on Kuuntelija](https://ai.neuvottelija.com/kuuntelija-tekoaly-muuttaa-kaiken-roni-arvonen/index.md): Sami Miettinen as a guest on Roni Arvonen's Kuuntelija for two and a half hours on artificial intelligence: why AI labour is not capital in the Marxist sense but a direct substitute for human work, what that does to a pension system funded by wage-linked contributions, which jobs go first and which go last, and why the case for labour immigration weakens at the same time. The most useful stretch is an hour on how he actually built and runs his own agent — a Mac Mini, OpenClaw, a WhatsApp channel, the security posture, and never building a dependency on a single vendor.
  - sections: openclaw, economy, society
  - suomeksi: https://ai.neuvottelija.fi/openclaw/kuuntelija-tekoaly-muuttaa-kaiken-roni-arvonen/
- 2020-01-16 — [The First Episode: Who Is the Negotiator? | Sami Miettinen | Neuvottelija 0](https://ai.neuvottelija.com/ep0-ensimmainen-jakso-sami-miettinen/index.md): The opening episode of the Neuvottelija channel: Sami Miettinen introduces himself — partner at Translink Corporate Finance, M&A negotiator, and author of the book Uusi neuvotteluvalta (New Negotiation Power, WSOY 2019) — and explains why the channel will interview Finland's most interesting negotiators and experts.
  - sections: openclaw
  - suomeksi: https://ai.neuvottelija.fi/openclaw/ep0-ensimmainen-jakso-sami-miettinen/

All sections: [AI Research](https://ai.neuvottelija.com/research/index.md) · [AI and the Economy](https://ai.neuvottelija.com/economy/index.md) · [AI and Society](https://ai.neuvottelija.com/society/index.md) · [Tools and Implementations](https://ai.neuvottelija.com/tools/index.md) · [OpenClaw Chronicles](https://ai.neuvottelija.com/openclaw/index.md)

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Finnish edition: https://ai.neuvottelija.fi/openclaw/index.md