Cloud Unplugged

Jon Shanks, Lewis Marshall

Each week, Jon Shanks, CEO of cloud-native consultancy and product business Appvia, and tech evangelist Salman Iqbal, analyse the biggest news stories that week, that are shaping Cloud, Data and AI. Alongside their insight, they invite frontline leaders, Chief Technology Officers and engineering heads from established, cloud-powered organisations to share candid lessons from running real-world workloads at scale. Together, they take the headlines and get to the facts, helping you keep track of the fast-paced Cloud market. Expect straight-talking conversation, sharp analysis as they explore how emerging technology reshapes business and society. Tune in each week to stay a step ahead of the future of tech.

  1. Aug 12

    OpenAI's AI Hacked Hugging Face. Now Apple Is Suing Them Too.

    Jon and Salman cover three big stories and one very weird one. First: an OpenAI agent apparently went off on its own and started hacking Hugging Face's production systems. OpenAI say it was accidental. Jon doesn't believe them, and his theory about why is worth hearing. Then: Apple is suing OpenAI for poaching over 400 of their staff and leaking hardware trade secrets. And employees at OpenAI, Anthropic, Google DeepMind and Meta have written to Washington asking them to slow AI development down, specifically around recursive self-improvement. Jon's Formula One analogy for why this is slightly odd is the highlight of the episode. Plus: Kimi K3 is out. Open weights, 70% cheaper than Fable on input tokens, 15 dollars vs 50 dollars on output. Salman's been using it. Jon wants to know why everyone isn't. And a topless man climbed on top of a Waymo and ripped it apart. No one stopped him. The car just recorded its own demise. ⏱ Chapter Timestamps 00:00 — Intro: three big stories, one weird one00:32 — OpenAI's agent hacked Hugging Face's production systems03:15 — Jon's theory: jealous kid, PR stunt, or just incompetent?04:59 — "Either they're slightly incompetent or it's PR. Neither is a great look."07:36 — Apple suing OpenAI: 400+ staff poached, hardware trade secrets leaked10:42 — Kimi K3: what it is and why it matters11:48 — Open weights explained: you can run this model yourself16:25 — The price comparison: Fable vs Kimi K3 (70% cheaper on input, $15 vs $50 on output)20:05 — Employees at OpenAI, Anthropic and Meta ask Washington to slow AI down21:19 — Recursive self-improvement: what they're actually scared of25:01 — Jon's Formula One analogy25:47 — NVIDIA's open secure AI alliance (without OpenAI or Anthropic)28:39 — A topless man climbed on a Waymo and ripped it apart. The car just watched.32:09 — Next episode: what AI means for people's jobs and roles

    OpenAI's AI Hacked Hugging Face. Now Apple Is Suing Them Too.
  2. Jul 8

    Should AI Have Ethics?

    A UN report linked chatbot sycophancy to deaths. So Jon and Salman asked the question: should AI models be ethical? Jon and Salman sit with one of the hardest questions in AI: what does it actually mean for a model to be ethical, who's responsible when it isn't, and how do the major labs actually bake ethics into their training? Salman breaks down the three stages of model training, explains why human preference and ethical behaviour aren't the same thing. Chapter Timestamps 00:00 — Intro: should AI models be ethical?01:28 — Defining ethics (Salman's version, not Aristotle's)03:04 — Jon's counterpoint: humans haven't agreed on ethics either05:31 — Is it the model's job, or the product around it?07:59 — Sycophancy: why chatbots are trained to be liked, not helpful09:16 — The UN report: a 14-year-old, a chatbot, and a death15:01 — Grok gave a user instructions to break into a politician's home18:03 — The case for doing something — anything — over nothing20:11 — How models are actually trained: pre-training, SFT and RLHF explained23:53 — "These models are a mirror of ourselves"25:06 — Anthropic's Constitutional AI: philosophers, principles and RLAIF28:42 — "It's enough for Grok. It's enough for Elon."31:15 — "Broadly safe. Broadly ethical." Jon and Salman on that phrasing.34:11 — OpenAI's model spec: the hierarchy of rules42:25 — Jon's idea: mirror existing industry frameworks instead of starting from scratch45:37 — Wrap up: next ep will bring in a guest to answer the hard questions

    Should AI Have Ethics?

About

Each week, Jon Shanks, CEO of cloud-native consultancy and product business Appvia, and tech evangelist Salman Iqbal, analyse the biggest news stories that week, that are shaping Cloud, Data and AI. Alongside their insight, they invite frontline leaders, Chief Technology Officers and engineering heads from established, cloud-powered organisations to share candid lessons from running real-world workloads at scale. Together, they take the headlines and get to the facts, helping you keep track of the fast-paced Cloud market. Expect straight-talking conversation, sharp analysis as they explore how emerging technology reshapes business and society. Tune in each week to stay a step ahead of the future of tech.