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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.

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  1. What I learned from cheating clankers

    In this solo Risky Business Features episode, James Wilson looks at the string of recent AI benchmark cheating escapades and how they’ve reshaped his thinking about LLMs and vulnerability research. He explores the current benchmarks and exa

  2. Bug count sounds impressive... but means little

    In this solo Risky Business Features episode, James Wilson explains why “number of bugs” fixed in any given update is a misleading metric. We’ve seen up to 1,000 individual bug fixes in a single update recently, but that doesn’t give defend

  3. How to launder illicit Bitcoin

    In this podcast episode, investigative journalist Geoff White joins James Wilson to talk about what happens to the money after ransomware gangs get a payday. The payment itself might be in the millions, but it’s difficult for gangs to conve

  4. Hunting software supply chain malware

    In this podcast episode, OpenSourceMalware founder Paul McCarty joins James Wilson to explain how researchers find and analyse malicious packages, GitHub repositories and developer tools. Paul walks James through static analysis, deobfuscat

  5. Who gets to hack the hackers?

    In this podcast episode, Brad Arkin joins James Wilson to chat about the Trump administration’s call to let private entities conduct cyber operations against criminal groups. Brad’s firsthand experience responding to cyber incidents alongsi

  6. How Brian Krebs doxxed TeamPCP

    In this podcast episode, James Wilson chats with Brian Krebs about the investigation that led him from recycled cybercrime handles and old forum records to the true identity of TeamPCP’s alleged leader in Perth. TeamPCP is the hacker group

  7. James Kettle on inventing new attack techniques with LLMs

    In this podcast episode, James Wilson chats with PortSwigger’s Director of Research James Kettle about using an LLM to develop genuinely new attack techniques. Kettle has built what he calls the HTTP Terminator, an autonomous research syste

  8. How private LLM inference actually works

    In this podcast episode James Wilson chats with Tinfoil co-founder Tanya Verma about how you can run a powerful LLM in the cloud without the inference provider seeing your prompts. Tanya talks James through how private inference works, from

  9. Benchmarks, borders and the true cost of AI regulation

    The US government is flirting with the idea of regulating most open weight models out of existence. What would that mean for everyone who’s currently using them? Policymakers who just look at the benchmarks and token costs might think front

  10. Fortibleed: The bleeding edge of AI cybercrime

    In this podcast episode SOCRadar CISO Ensar Seker and James Wilson chat about the company’s deep dive into the Fortibleed campaign. A small investigation into a curiously open directory on an unknown server expanded into the discovery of an

  11. What to do 'til the bugpocalypse gets here

    In this podcast episode Brad Arkin joins James Wilson to discuss how defenders can get ahead of the late-running bugpocalypse. While we’re confident the offensive cybersecurity capabilities of frontier and open-weight LLMs are real, attacke

  12. Mythos on your desk? Using local LLMs for code reviews

    In this podcast episode James Wilson chats with Karsten Nohl about his research into using local LLMs to replace cloud AI in security code reviews. In essence, Karsten created a hybrid code reviewing system where both cloud and local models

  13. Pitching security startups to VCs in the AI era

    In this podcast Patrick Gray and James Wilson chat with Decibel Partners founder and Managing Partner Jon Sakoda to talk about pitching cybersecurity startups to VC firms in the AI age. Coding agents and large language models have made it e

  14. How using open weight models can blow up in your face

    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 DeepS

  15. The state of the art in AI model jailbreaks

    In this solo podcast episode, James Wilson breaks down the current state of AI model jailbreaks. If you’ve somehow missed the story, last week Anthropic released its Fable 5 and Mythos 5 models to the public. In the name of safety, both mod

  16. Why NPM v12 won’t stop supply chain attacks

    In this podcast episode, James Wilson is joined by Open Source Malware Security co-founder Paul McCarty to talk about the supply chain attack mitigations coming in NPM v12. NPM disabling (by default) auto-run install scripts and dynamic dep

  17. Everything is getting much worse, much faster

    In this podcast Brad Arkin joins James Wilson to talk about how the fear of being left behind in the AI era means enterprises are taking risks that would have been considered insane just a couple of years ago. Fears around outages or being

  18. Solo podcast: A deep dive on TeamPCP

    In this solo episode, James Wilson takes a detailed look at TeamPCP. It started off by launching clumsy attacks against misconfigured Kubernetes clusters in September 2025. But by February this year, TeamPCP had skilled up and was smashing

  19. How to survive supply chain attacks

    In this podcast James Wilson chats with Brad Arkin about why software supply chain attacks have gone from rare, once-in-a-while disasters to an operational problem affecting mainstream enterprises almost daily. AI has made attackers faster,

  20. How the CopyFail disclosure went sideways

    In this episode, Theori’s Brian Pak and Andrew Wesie join James Wilson to discuss why the CopyFail exploit was publicly disclosed before Linux distributions had their patches ready. As you’ll hear in this episode, mistakes were made and les

  21. NCSC’s Ollie Whitehouse on surviving the "bugpocalypse"

    In this edition of Risky Business Features Ollie Whitehouse, the CTO of the UK’s National Cyber Security Centre, joins Patrick Gray and James Wilson to talk about why “patch faster” will only get organisations so far in the face of the AI “

  22. What a great agentic AI deployment plan looks like

    In this podcast James Wilson and Brad Arkin workshop the advice they think the industry needs to hear when it comes to deploying agentic AI in the enterprise. Relegating agentic AI to non-sensitive and low-risk tasks doesn’t deliver value,

  23. Mythos smythos! How to find 0day with lesser models

    In this podcast James Wilson chats with Niels Provos about his research into using older AI models to successfully hunt for 0day vulnerabilities. Niels has had a long and prolific career in cybersecurity, having worked as a Distinguished En

  24. Solving the AI agent identity problem

    In this podcast James Wilson and Brad Arkin chat about emerging trends in AI agent identity and credential management. Brad was formerly the CISO of Adobe, Cisco and Salesforce, and is now working with all sorts of companies that are deploy

  25. A deep dive on AI model distillation attacks

    In this solo episode of Risky Business Features James Wilson explores how distillation techniques are both a legitimate way to train smaller models, as well as a way to steal model capabilities. It’s not just a problem for frontier labs! An

  26. Feature Interview: Nicholas Carlini, Anthropic

    In this episode, Anthropic’s Nicholas Carlini joins Patrick Gray and James Wilson to talk about advancements in AI-driven vulnerability research and exploit development. Nicholas’ talk at the recent [un]prompted conference demonstrated how

  27. A builder's perspective on Mythos and frontier models

    In this episode, James Wilson is joined by entrepreneur and investor Yaniv Bernstein to discuss Anthropic’s Mythos through the lens of startups and growing businesses. Yaniv is Google’s former VP of Engineering, and is former VP Eng and COO

  28. Mythos and 0day: Fixing exploits is not safety

    In this episode, James Wilson is joined by Brad Arkin who provides a CISO’s perspective on Anthropic’s Mythos. As former CISO at Adobe, Cisco and Salesforce, Brad’s perspective challenges the notion that finding and fixing exploits makes us

  29. Mythos and 0day: A hacker’s perspective

    In this episode of Risky Business Features, James Wilson chats to professional hacker Jamieson O’Reilly about Anthropic’s Mythos and the impact it could have on offensive security. Jamieson is CEO of DVULN and co-founder of Aether AI. He’s

  30. What happens after North Korea infiltrates?

    In this episode, investigative journalist Geoff White joins James Wilson for a look into the complex machine that is North Korea’s IT worker infiltration scheme. They discuss the interview process, what happens once the workers are actually

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