# Ep 206 - The "Best Practice" Echo Chamber Page: https://stenobird.com/podcast/prove-it-to-me-real-research-real-data-no-bs-7096700/ep-206-the-best-practice-echo-chamber Text version: https://stenobird.com/podcast/prove-it-to-me-real-research-real-data-no-bs-7096700/ep-206-the-best-practice-echo-chamber.md Podcast: [Prove It To Me - Real Research, Real Data, No BS](https://stenobird.com/podcast/prove-it-to-me-real-research-real-data-no-bs-7096700) Published: 2026-03-06T10:00:00+00:00 Episode link: https://www.proveitpod.com/e/ep-206-the-best-practice-echo-chamber/ Audio file: https://mcdn.podbean.com/mf/web/d6vqtaf75nyhdq4i/Episode_206_-_3_5_26_805_PM834nf.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/prove-it-to-me-real-research-real-data-no-bs-7096700/episodes/ep-206-the-best-practice-echo-chamber Duration seconds: 963 ## Resource In this #StudyFinds episode of #ProveItPod, Dr. Matt Law (running on fumes at hour 71 of a fast) dives into the latest industry report from the What Works Institute and Evotix. We explore the gap between "Industry Sentiment" and "Scientific Evidence," dissect the new trends in AI and SIF prevention, and discuss why standards like ANSI Z16.1 and ASTM E2920-26 are the cure for "muddled data." References: American Society of Safety Professionals. (2022). Safety and health metrics and performance measures (ANSI/ASSP Z16.1-2022). ASTM International. (2026). Standard guide for recording occupational injuries and illnesses (ASTM E2920-26). What Works Institute & Evotix. (2025). Risk recalibrated: 2026 executive leadership report on AI, SIF and human-centric EHS [White paper]. Evotix. https://www.evotix.com ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/prove-it-to-me-real-research-real-data-no-bs-7096700/episodes/ep-206-the-best-practice-echo-chamber/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/prove-it-to-me-real-research-real-data-no-bs-7096700/ep-206-the-best-practice-echo-chamber.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.