Risky Business Features

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, attackers don’t yet seem able to fully utilise them. This creates a window of opportunity for defenders to tackle the threat. There are a few well-funded and seemingly...

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 are used to orchestrate, triage outputs, and write reports. In this system, only the local LLMs have source code access, with the cloud models used to manage t...

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 easier than ever to create software products, but despite this, the bar for what interests an investor is still largely the same. Everyone can run the marathon,...

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...

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 models were guardrailed up the wazoo, but that didn’t stop a bunch of jailbreakers from figuring out how to bypass at least some of their safety restrictions. In r...

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 dependencies is a positive step forward… but it’ll take years for this new version to be adopted, and these changes do nothing to prevent malicious packages being...

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 hacked have been trumped by fears of being labelled an AI laggard. So where are we all going? Say hello to tech debt-riddled, vibe-coded apps, crazy dependencie...

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 global software supply chains in the highest profile attacks of 2026. TeamPCP upskilled and turned the software development ecosystem into its personal credenti...

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, and “vibe coding” means the number of environments pulling packages from the internet has gone to the moon. It also means legacy tooling that seeks out the bad...

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 lessons learned. It’s worth a podcast, too, because in our opinion this incident foreshadows the inevitable problems that open source software will face in the unf...

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 “bugpocalypse”. As Ollie explains, organisations will need to reduce internet-facing attack surface and make better architecture decisions as 0day discovery spee...

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, and avoiding all risk stalls progress. James and Brad discuss the phases of AI adoption and contrast what a great plan looks like, versus an overly cautious one...

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 Engineer at Google and then heading up security at Stripe. His interest in AI bug hunting was piqued recently when one of the Mythos 0day vulnerabilities that rec...

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 deploying AI. With everyone now in at least a large-scale pilot of agentic AI, the issue of how to manage agent identities and credentials is still an unsolved proble...

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! Any LLM-based product could have its competitive advantage stolen through these attacks. James covers: High-level concept of distillation Why it matters including...

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 Anthropic’s Opus 4.6 could find and exploit vulnerabilities in popular open source projects. In the short few weeks since then, Anthropic announced a new model...

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 at Airtasker. He’s now an investor and advisor to startups and he co-hosts The Startup Podcast. Show notes

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 safer. Show notes

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 been hacking into organisations for more than a decade, and knows a thing or two about combining AI and offensive security. Show notes

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 hired, how value is maximised for the regime, and how the money moves around. It’s even more diabolical than the headlines divulge. Show notes Lazarus Heist Po...

In this episode, James Wilson chats with Brad Arkin (former CISO of Adobe, Cisco and Salesforce) to talk about the mounting pressure that CISOs are under in the AI era. Attackers are operating at unprecedented scale, and internal users are adopting AI faster than security teams can keep up. This requires CISOs to bend on things that would have otherwise been a hard-no in the past, and revisit some...

In this sort-of-solo episode, James Wilson is “joined” by one of his OpenClaw AI agents for a chat about whether or not an LLM can understand, modify or even create a sophisticated nation-state grade iOS exploit kit. Technically this podcast is James having a conversation with himself, but the exchange is illuminating. It turns out LLMs can really help with finding 0day, even in mature code repos...

In this interview you’ll hear former NSA executive Rob Joyce and former CIA cyber intelligence leader Andy Boyd talk to host Patrick Gray about how AI is changing the state of art in offensive security. Recorded in front of a live audience at the Decibel Oasis side event next door to the RSA Conference in San Francisco, the trio also talk about why a series of iOS exploit chain leaks don’t seem to...

In this episode of Risky Business Features, James Wilson and Brad Arkin discuss the attack that devastated medtech company Stryker. It turns out the attackers used Microsoft’s inTune to wipe the company’s devices, but what else could they have weaponised? This podcast basically turned into an incident review of the Stryker incident. Enjoy! Show notes

James Wilson delivers his take on the state of the Model Context Protocol (MCP) in this solo episode of Risky Business Features. Despite MCP being the technology that made Large Language Models useful and AI Agents possible, the models have shown us they want to use something else instead. They want to use the shell directly, and that is going to have serious cybersecurity consequences. Show notes