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Ask HN: Does anyone believe role-play AI is effective for training?

1•socratizeio•44m ago
We built Socratize, an AI-based training tool where employees practice real workplace scenarios instead of watching videos or taking quizzes.

Most corporate training is passive. People watch content, click through slides, pass a quiz, and forget most of it within days.

We wanted to try a different approach: learning through dialogue and repetition.

With Socratize, users enter realistic scenarios and have to respond to an AI “counterparty”.

For example:

A sales rep practices handling: “Your product is too expensive” A support agent practices de-escalating an angry customer An employee practices explaining a compliance rule in their own words

The AI responds like a realistic counterpart, challenges weak arguments, and continues the conversation until the user improves or fails the scenario.

The goal is simple: replace passive training with active practice.

We’re using Claude to generate responses and evaluate the quality of the user’s arguments based on context and reasoning. Each session is stored so teams can see where people struggle and what scenarios are hardest.

Tech stack:

Next.js (frontend) Node.js backend PostgreSQL Claude API

We launched the MVP last week.

We’re still early and would really appreciate feedback from people here:

Does this approach actually make sense for training? What use cases are we missing? What would make this fail in real companies? Is this fundamentally useful or just “interesting but not needed”?

Try it here: https://socratize.io

Free tier, no credit card required.

Happy to answer any questions.

OWASP PTK is now OWASP Lab project

https://owasp.org/other_projects/
1•DenisPodgurskii•19s ago•0 comments

Ask HN: Are there any social media sites that are AI positive?

1•amichail•1m ago•0 comments

Avoid unnecessary parser lookahead for operators

https://github.com/astral-sh/ruff/pull/25290
1•tosh•2m ago•0 comments

AI chief of staff framework with invisible shadow predictions

https://github.com/jaroslavsoucek-art/Giovanni
1•JarSou•3m ago•0 comments

Show HN: We dropped Go for Rust in our real-time telephony AI media plane

2•bajpailabs•3m ago•0 comments

If Your Mother Says She Loves You: A Reporter's Cautionary Tale

https://www.poynter.org/reporting-editing/2003/if-your-mother-says-she-loves-you-a-reporters-caut...
1•speckx•4m ago•0 comments

Designing Firefox for the Future

https://blog.mozilla.org/en/firefox/new-firefox-design/
1•pentagrama•4m ago•0 comments

US employers spend more than $1.5B a year to fight labor unions, report finds

https://www.theguardian.com/us-news/2026/may/20/how-much-companies-spend-fight-unions
1•robtherobber•5m ago•0 comments

Another Book Giveaway on LaTeX.org: Win the LaTeX Beginner's Guide 2026 Edition

https://latex.org/forum/viewtopic.php?t=36370
1•idle•6m ago•0 comments

1-Wire

https://en.wikipedia.org/wiki/1-Wire
1•ripe•6m ago•0 comments

Title: Show HN: myVanilla.js – In-memory JIT compiler, 100k reactive nodes in 4s

https://github.com/Enocwtc/Enocwtc.github.io
1•Enocwtc•9m ago•0 comments

Creating another MCP server, but this one is for research

https://jspann.me/blog/posts/research_mcp/
1•jspann•12m ago•2 comments

The Federal Data Field Guide

https://www.federaldatafieldguide.us/
1•sebg•14m ago•0 comments

Matterhorn pandas

https://mz.prose.sh/matterhorn-pandas
1•manuelz•15m ago•0 comments

Magic the Gathering format: Fun 40

https://fabiensanglard.net/mtg/fun//index.html
2•ibobev•17m ago•0 comments

Second Quantisation – A Quantisation Too Far

https://www.forwardscattering.org/page/Second%20Quantisation
1•ibobev•17m ago•0 comments

Ma Configuration SSH · Accueil

https://rodolphe.breard.tf/article/ma-config-ssh/
1•rodrigo975•18m ago•0 comments

My 1993 Atari Mega STE Retro Battlestation

https://www.goto10retro.com/p/my-1993-mega-ste-retro-battlestation
2•ibobev•18m ago•0 comments

Anthropic to open Milan office, expanding push into Europe

https://finance.yahoo.com/sectors/technology/articles/anthropic-open-milan-office-expanding-09502...
2•napolux•18m ago•0 comments

AVX-512 Optimization for FFmpeg Shows Wild Improvement on AMD Ryzen (2025)

https://www.phoronix.com/news/FFmpeg-AVX-512-uyvytoyuv422
1•tosh•18m ago•0 comments

Nvidia says it has 'largely conceded' China's AI chip market to Huawei

https://www.cnbc.com/2026/05/21/nvidia-jensen-huang-china-ai-chip-market-huawei.html
2•Markoff•20m ago•0 comments

Yet another " fastest hashing algorithm"

https://github.com/rrrlasse/intrinhash
1•rlasse•20m ago•1 comments

European Salary Calculator – net pay after tax for PT/ES/UK/DE/NL (2026)

https://www.eunetsalarycalculator.com/
1•coubes•24m ago•0 comments

QuestDB 9.4.0

https://questdb.com/blog/questdb-9-4-0-release/
2•tosh•24m ago•0 comments

Toxiflow – an execution layer that measures fill toxicity

https://github.com/SO2304/toxiflow
1•so2304•25m ago•0 comments

Show HN: Aisbf, a self-hostable OpenAI-compatible AI proxy/router

https://aisbf.cloud/
1•nextime•25m ago•1 comments

The third wave of American philanthropy

https://nanransohoff.substack.com/p/the-third-wave-of-american-philanthropy
1•gmays•25m ago•0 comments

LLM-mock – Record real LLM API responses once, replay them in tests forever

https://pypi.org/project/llm-mock/
1•roman_t•25m ago•0 comments

Playwright CI: What Senior Engineers Do Differently

https://bdr-methodology.dev/blog/what_senior_engineers_do_differently_pro/
2•dmitryaqa•26m ago•0 comments

Gemini randomly dumped its system prompt

https://gist.github.com/mkaramuk/44a44d83178e632ec0dd1f02186d822c
35•mkaramuk•26m ago•9 comments