{"podcast":{"title":"Risky Business Features","slug":"risky-business-features-7716365","podcast_index_feed_id":7716365,"rss_url":"https://risky.biz/feeds/risky-business-features/","website_url":"https://risky.biz/","image_url":"https://risky.biz/static/img/rb-feed-features.png","author":"Risky.biz","episode_count":32,"summary":"Join reformed CTO James Wilson as he dives deep on cybersecurity topics through an enterprise lens. From solo content and interviews with CISOs and researchers to vendor and startup deep dives, James does a bit of everything.","last_synced_at":"2026-07-16T16:20:32.872024+00:00","page_url":"https://stenobird.com/podcast/risky-business-features-7716365"},"episode":{"title":"How using open weight models can blow up in your face","slug":"how-using-open-weight-models-can-blow-up-in-your-face","published_at":"2026-06-19T07:15:44+00:00","page_url":"https://stenobird.com/podcast/risky-business-features-7716365/how-using-open-weight-models-can-blow-up-in-your-face","show_page_url":"https://stenobird.com/podcast/risky-business-features-7716365","url":"https://risky.biz/RBFEATURES28/","audio_url":"https://dts.podtrac.com/redirect.mp3/media3.risky.biz/RBFEATURES28.mp3","summary":"In this podcast episode James Wilson and Brad Arkin talk about how to safely use open weight large language models in the enterprise. The cost of frontier models was already driving interest in freely available open weight models like DeepSeek, Kimi and Qwen. But now the US government is forcing Anthropic to pull its Fable and Mythors models from the market, the argument for having greater control over your own AI stack is stronger than ever. But as you’ll hear in this episode, the model itself is just one component of the complex tech stack you’ll need to spin up if you want local inference. There’s a lot of moving parts, each of which comes with its own supply chain risks. So whether you’re hosting these models on your own hardware or via a SaaS provider, there’s a lot to ponder!","meta_description":"In this podcast episode James Wilson and Brad Arkin talk about how to safely use open weight large language models in the enterprise. The cost of frontier…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2585,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/risky-business-features-7716365/episodes/how-using-open-weight-models-can-blow-up-in-your-face/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/risky-business-features-7716365/how-using-open-weight-models-can-blow-up-in-your-face.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}