# E433: AlphaSense’s Chris Ackerson on AI, the Future of Finance & Finding Alpha Page: https://stenobird.com/podcast/how-i-invest-with-david-weisburd-6470713/e433-alphasense-s-chris-ackerson-on-ai-the-future-of-finance-finding-alpha Text version: https://stenobird.com/podcast/how-i-invest-with-david-weisburd-6470713/e433-alphasense-s-chris-ackerson-on-ai-the-future-of-finance-finding-alpha.md Podcast: [How I Invest with David Weisburd](https://stenobird.com/podcast/how-i-invest-with-david-weisburd-6470713) Published: 2026-09-23T12:45:00+00:00 Episode link: https://howiinvestpodcast.com/episodes/xV5nYZT5pVA Audio file: https://dts.podtrac.com/redirect.mp3/media.podcastai.com/episodes/xV5nYZT5pVA.mp3?u=1790116554 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/how-i-invest-with-david-weisburd-6470713/episodes/e433-alphasense-s-chris-ackerson-on-ai-the-future-of-finance-finding-alpha Duration seconds: 2208 ## Resource What happens to financial analysts when AI can do the work they used to spend all night doing? Chris Ackerson is SVP of Product at AlphaSense, where he focuses on applying information retrieval, natural language processing, deep learning, and recommendation systems to search and discovery. We discuss how AI is changing the analyst role, why vertical AI can outperform general-purpose models in financial research, and why proprietary data may become one of the most important competitive advantages in AI. Chris also explains why LLMs hallucinate, how AlphaSense is using AI to conduct expert interviews, where humans still create investment alpha, and why the future of financial research may look less like software and more like an AI teammate that never sleeps. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/how-i-invest-with-david-weisburd-6470713/episodes/e433-alphasense-s-chris-ackerson-on-ai-the-future-of-finance-finding-alpha/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/how-i-invest-with-david-weisburd-6470713/e433-alphasense-s-chris-ackerson-on-ai-the-future-of-finance-finding-alpha.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.