Silene Bench
A primary care benchmark you can play yourself
Details
- External ID
- 1252681
- Source
- PH
- Company
- —
- Product
- Silene Bench
- Website domain
- producthunt.com
- Launched
- Sept. 18, 2026
- Cohort
- —
- Upvotes
- 4
- Upvotes percentile
- 0.9231879409878126
- Tags
- Artificial Intelligence, Games, Medical, OpenAI Day
- Fetched at
- Sept. 19, 2026, 1:14 a.m.
- Updated at
- Sept. 19, 2026, 1:14 a.m.
Description
Can an AI agent run a primary care clinic over time? SileneBench is an experimental, playable benchmark exploring that question. Patients return, resources are limited, and rare diseases can hide among everyday cases. Run the clinic yourself or watch GPT-6 Astra make clinical and operational decisions. This hackathon demo is a first step toward a year-long simulation, with support for connecting your own agent harness planned.
Enrichment
- Theme
- healthcare operations and clinical workflows
- Vertical
- Healthcare
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- primary care evaluation benchmark for medical ai
- Manually corrected
- False
Could you build this?
Partial The interactive web interface and simulation loop are straightforward to build, but designing a medically accurate clinical benchmark with valid multi-turn patient disease progressions and scoring rules requires clinical domain expertise.
What it would actually take: The architecture involves a simulation engine (Python/FastAPI) managing patient state machines, lab results, and resource constraints, coupled with LLM agents evaluating diagnostic decisions. The hard part is authoring realistic, validated medical vignettes containing confounding symptoms, rare diseases, and realistic timeline progressions compliant with clinical primary care standards. This requires deep domain knowledge from physicians and medical informatics researchers.
Competitors
Other products that read as similar to this one — 19 launches clear the similarity bar, closest 8 shown.
Attention rank: #5 of 20 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 317 days after the earliest competitor.
- Clara - AI-powered primary care doctor · yc · 2026-05-14 · 11 upvotes · similarity 0.39
- Saffron Health: AI-powered care coordination for primary care · yc · 2025-11-05 · 14 upvotes · similarity 0.39
- Prana - An AI Doctor that Monitors You 24/7 · yc · 2026-02-10 · 18 upvotes · similarity 0.35
- Task Manager for AI Agents (MCP, Opensource) · hn · 2026-04-30 · 6 upvotes · similarity 0.34
- Astra Autonomous Pentest · ph · 2026-06-04 · 406 upvotes · similarity 0.34
- house-prologue · ph · 2026-09-18 · 1 upvotes · similarity 0.34
- Vocari Health · ph · 2026-09-10 · 6 upvotes · similarity 0.34
- OpenScience · ph · 2026-09-27 · 74 upvotes · similarity 0.33
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a observability & eval tool for Media & entertainment yet.