{"podcast":{"title":"Web3 Tech Brief By HackerNoon","slug":"web3-tech-brief-by-hackernoon-6365654","podcast_index_feed_id":6365654,"rss_url":"https://feeds.transistor.fm/web3-tech-brief-by-hackernoon","website_url":"https://hackernoon.com/c/web3","image_url":"https://img.transistorcdn.com/oE14NKahNVxAYFSG0eBjEan_Nk-HTHCAV1vsruoUK1k/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzQxMTY4LzE2ODMz/MTU4ODQtYXJ0d29y/ay5qcGc.jpg","author":"HackerNoon","episode_count":100,"summary":"Learn the latest Web3 updates in the tech world.","last_synced_at":"2026-07-30T06:17:35.772973+00:00","page_url":"https://stenobird.com/podcast/web3-tech-brief-by-hackernoon-6365654"},"episode":{"title":"Open Inference Needs More Than Open Weights","slug":"open-inference-needs-more-than-open-weights","published_at":"2026-07-23T16:01:10+00:00","page_url":"https://stenobird.com/podcast/web3-tech-brief-by-hackernoon-6365654/open-inference-needs-more-than-open-weights","show_page_url":"https://stenobird.com/podcast/web3-tech-brief-by-hackernoon-6365654","url":"https://share.transistor.fm/s/4bc63302","audio_url":"https://media.transistor.fm/4bc63302/7eb43eb8.mp3","summary":"This story was originally published on HackerNoon at: https://hackernoon.com/open-inference-needs-more-than-open-weights . Sovereign Inference is an open protocol for routing paid AI inference across providers, verifying receipts, and serving models from local hardware. Check more stories related to web3 at: https://hackernoon.com/c/web3 . You can also check exclusive content about #decentralize-ai , #decentralize-ai-hackathon , #ai-inference , #ai-infrastructure , #developer-tools , #cryptography , #open-soure-ai , #open-inference , and more. This story was written by: @joshua.s.warren_347qafng . Learn more about this writer by checking @joshua.s.warren_347qafng's about page, and for more stories, please visit hackernoon.com . Sovereign Inference combines SIP-AI, a provider-neutral protocol for paid and verifiable AI inference, with SIN, a node that recommends and serves models on local hardware. The open-source project includes signed receipts, provider routing, failover, payments, and an OpenAI-compatible proxy, while publicly documenting its bugs, limitations, and integrations that still require live testing.","meta_description":"This story was originally published on HackerNoon at: https://hackernoon.com/open-inference-needs-more-than-open-weights . Sovereign Inference is an open…","key_points":[],"chapters":[],"topics":[],"duration_seconds":418,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/web3-tech-brief-by-hackernoon-6365654/episodes/open-inference-needs-more-than-open-weights/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/web3-tech-brief-by-hackernoon-6365654/open-inference-needs-more-than-open-weights.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}