{"podcast":{"title":"Engineering the Intelligent Enterprise","slug":"advances-and-innovations-in-actuation-systems-7727128","podcast_index_feed_id":7727128,"rss_url":"https://anchor.fm/s/101c20a2c/podcast/rss","website_url":"https://podcasters.spotify.com/pod/show/prasad-bhonde6","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/43144611/43144611-1786731404090-02f8d831104d7.jpg","author":"PRASAD BHONDE","episode_count":238,"summary":"Industrial technology explained through practical engineering and business decisions. Hosted by Prasad Bhonde, this podcast examines AI agents, automation, cybersecurity, manufacturing systems, operational efficiency and emerging technologies. Each episode turns a complex technical development into clear lessons for engineers, technology leaders, founders and operations professionals. Follow the show for grounded analysis of how intelligent systems are designed, governed and applied in real organisations.","last_synced_at":"2026-09-25T16:17:19.736568+00:00","page_url":"https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128"},"episode":{"title":"The Physics of AI Compliance: Engineering the Deterministic Ledger","slug":"the-physics-of-ai-compliance-engineering-the-deterministic-ledger","published_at":"2026-07-16T19:55:22+00:00","page_url":"https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128/the-physics-of-ai-compliance-engineering-the-deterministic-ledger","show_page_url":"https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128","url":"https://podcasters.spotify.com/pod/show/prasad-bhonde6/episodes/The-Physics-of-AI-Compliance-Engineering-the-Deterministic-Ledger-e3m63dp","audio_url":"https://anchor.fm/s/101c20a2c/podcast/play/122932089/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-6-16%2F3e45237a-3d37-fe1c-02bc-8b2cbb86d14b.m4a","summary":"The Physics of AI Compliance: Engineering the Deterministic Ledger ------------------------------------------ Since early 2026, AI regulation has shifted to strict enforcement. The EU AI Act and the India DPDP mandate heavy fines for compliance failures. The penalties reach €35 million or 7% of global turnover. AI is no longer a software feature. AI is financial infrastructure. ------------------------------------------ ~ The Bottleneck Enterprises do not know where AI is making decisions. They do not know who owns the outcomes. They cannot reconstruct an AI-supported decision after the fact. A production model makes a decision. The auditor asks for the logic. The MLOps engineer realises the weights shifted. The data provenance is lost. ------------------------------------------ ~ The Remediation We must build exact telemetry into the core inference loop. This episode breaks down the physical engineering required to treat your AI systems like a double-entry accounting ledger. We discuss input logging and cryptographic output hashes. ------------------------------------------ ~ The Protocol We detail a 48-hour validation signal for mapping unlogged inference endpoints. We acknowledge the invisible labor of the frontline engineers who inherited this technical debt. ------------------------------------------ Stay Tuned… Regards, Top Voice Maido & Kon'nichiwa min'na! 👶🏻🧑🏻‍🦱👩🏻‍🦳 Wie Geht's guys? Mir geht's gut!!! ✌️🤘🙌 #mlops #aicompliance #systemsengineering #industrialai","meta_description":"The Physics of AI Compliance: Engineering the Deterministic Ledger ------------------------------------------ Since early 2026, AI regulation has shifted…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2527,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/advances-and-innovations-in-actuation-systems-7727128/episodes/the-physics-of-ai-compliance-engineering-the-deterministic-ledger/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128/the-physics-of-ai-compliance-engineering-the-deterministic-ledger.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}