{"podcast":{"title":"How I Work","slug":"how-i-work-960132","podcast_index_feed_id":960132,"rss_url":"https://www.omnycontent.com/d/playlist/fa326977-3de5-4283-9b8b-af3500c58607/190bd54e-82e6-43fb-8f6a-af46001792de/71f0c47d-eac4-4e42-b713-af46001792ec/podcast.rss","website_url":"https://amantha.com/podcast/","image_url":"https://www.omnycontent.com/d/programs/fa326977-3de5-4283-9b8b-af3500c58607/190bd54e-82e6-43fb-8f6a-af46001792de/image.jpg?t=1759741460&size=Large","author":"Amantha Imber","episode_count":717,"summary":"You know those annoyingly successful people who seem to have it all figured out? Time to steal their playbook. Organisational psychologist Dr Amantha Imber gets world‑class achievers to spill their secrets - the daily strategies behind their success through to life hacks and productivity hacks they’d rather keep to themselves. We’re talking practical tips for boosting your output (including clever AI tools and shortcuts that’ll make you look like a genius), managing overwhelm without losing your mind, and optimising both work and wellbeing. No motivational fluff. Just battle‑tested tactics from people who’ve cracked the code.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/how-i-work-960132"},"episode":{"title":"How I AI: Why most AI rollouts fail (and how to make sure yours doesn't)","slug":"how-i-ai-why-most-ai-rollouts-fail-and-how-to-make-sure-yours-doesn-t","published_at":"2026-05-03T20:00:00+00:00","page_url":"https://stenobird.com/podcast/how-i-work-960132/how-i-ai-why-most-ai-rollouts-fail-and-how-to-make-sure-yours-doesn-t","show_page_url":"https://stenobird.com/podcast/how-i-work-960132","url":"https://omny.fm/shows/how-i-work/why-most-ai-rollouts-fail","audio_url":"https://mgln.ai/e/187/traffic.omny.fm/d/clips/fa326977-3de5-4283-9b8b-af3500c58607/190bd54e-82e6-43fb-8f6a-af46001792de/bd9b9f20-bfaf-4880-9805-b43b00848974/audio.mp3?utm_source=Podcast&in_playlist=71f0c47d-eac4-4e42-b713-af46001792ec","summary":"You've&nbsp;bought the licenses.&nbsp;You've&nbsp;made the announcement. And a few months later,&nbsp;you're&nbsp;staring at a workforce either ignoring the tools entirely or churning out AI-generated fluff that nobody's reading. The ROI? Nowhere to be found.&nbsp; The problem&nbsp;isn't&nbsp;AI.&nbsp;It's&nbsp;how&nbsp;organisations&nbsp;are rolling it out.&nbsp; In this How I AI episode, Neo and I share a recording from a live&nbsp;webinar&nbsp;we ran on why AI rollouts fail and what it&nbsp;actually takes&nbsp;to set yours up for success. We cover the most common mistakes&nbsp;we're&nbsp;seeing on the ground, the research that should change how you think about training, and the question every leadership team needs to answer before spending another dollar on licenses.&nbsp; Neo and I cover:&nbsp; Why an unclear AI strategy at the leadership level creates confusion across teams, with some departments using the tools freely and others too uncertain to try.&nbsp; The leadership credibility problem: when CEOs and senior leaders&nbsp;don't&nbsp;use AI themselves, the rest of the&nbsp;organisation&nbsp;takes it as a signal that they&nbsp;shouldn't&nbsp;either.&nbsp; Why buying licenses without training can&nbsp;actually reduce&nbsp;productivity, producing a flood of low-quality, AI-generated work that slows people down rather than speeding them up.&nbsp; The surprising finding from HBR research&nbsp;that&nbsp;the average time saving from AI is just 2.5%, and why vanity metrics like daily logins and token usage tell you almost nothing about real value.&nbsp; The agent proliferation trap:&nbsp;why&nbsp;having everyone in your&nbsp;organisation&nbsp;building agents independently leads to duplicated, inconsistent, and unowned tools that create more confusion than clarity.&nbsp…","meta_description":"You've bought the licenses. You've made the announcement. And a few months later, you're staring at a workforce either ignoring t…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1820,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/how-i-work-960132/episodes/how-i-ai-why-most-ai-rollouts-fail-and-how-to-make-sure-yours-doesn-t/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/how-i-work-960132/how-i-ai-why-most-ai-rollouts-fail-and-how-to-make-sure-yours-doesn-t.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}