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Show HN: Feedback/AMA MeditionBench; LLMs for mediation and conflict resolution

I am the founder of Human Assisted Intelligence and I believe AI can be used to reduce polarization and improve the way people communicate and reach agreement. At https://mediationbench.com/ , there are many frontier LLMs tested, but it is difficult to keep up. I've been trying to get more free openrouter or huggingface credits. Azure for OpenAI and Anthropic have both provided token credits. (Thank You!) The research paper is there as well. There have been efforts to use LLMs to lie and play di

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Source record

Recorded metrics

points · 2 votes
2026-11-14 09:31:54.541Z
cumulative since publication

Research analysis

What changed

Source account: I am the founder of Human Assisted Intelligence and I believe AI can be used to reduce polarization and improve the way people communicate and reach agreement. At https://mediationbench.com/ , there are many frontier LLMs tested, but it is difficult to keep up. I've been trying to get more free openrouter or huggingface credits. Azure for OpenAI and Anthropic have both provided token credits. (Thank You!) The research paper is there as well. There have been efforts to use LLMs to lie and play di

Version & cost evidence

Source votes: 2 votes (Nov 14, 2026 UTC; cumulative since publication); previous same-scope observation: 2 (Nov 14, 2026 UTC). These observations do not establish demand growth. Recent records to compare: “Show HN: Mapping the FAA ground stop with open flight-tracking data” (Show HN, Nov 14, 2026); “Show HN: Flipbook Foundry – animated stick figures baked into a font” (Show HN, Nov 14, 2026). Shared themes are navigation hints; they have not been verified as the same need or independent corroboration.

Who is affected

Identify the existing workflow this change affects before recommending an upgrade. Launch attention does not establish improvement; an API, pricing or availability change may instead create migration work.

Missing comparison points

Missing checks: old versus new behavior, affected plans and regions, availability date, compatibility, rollback path and cost under the same workload.

Migration check

Save the release or policy notice, run the same task on the old and new option, and compare outputs and the full bill. For retirement notices, verify the deadline before scheduling migration.