Enterprises have historically built separate network and security architectures, but this separation is becoming increasingly difficult to maintain as frontier AI models mature and security architectures shift from perimeter-based defenses to identity- and context-aware enforcement. Frontier AI does not change existing cybersecurity fundamentals; it narrows the time available to apply them. As attacks move from…
DetailsThere is a lot of discussion about deploying AI across the enterprise. Most of it starts with the model, the platform or the tool. I start somewhere else: the work. What decision are we trying to improve? What information does a person need at that moment? What gets in the way today? And what should…
DetailsCompanies are moving fast to put AI into chatbots, virtual assistants, and other customer service tools. But for CIOs, that comes with a risk: if the technology gives customers the wrong information, makes biased recommendations, or mishandles data, it can immediately damage the trust companies have worked hard to build. Unlike conventional software, gen AI…
DetailsWith a career built at companies like Visa, Ellie May, and Blackhawk, Selim Aissi, a 2026 CSO hall of fame inductee, understands how boards and executives demand a clear justification for cyber security investment, especially considering today’s difficult economic climate.But getting security leaders to communicate tech debt, operational fragility, and long-term cyber risk in business…
DetailsFor years, cybersecurity teams have worked from a relatively straightforward model: identify the critical vulnerability, patch it and reduce the risk. That model still matters, but it is no longer enough. The growing concern is not simply that attackers can use AI to write better phishing emails or generate malicious code faster. The bigger issue…
DetailsOpenAI’s misalignment problems seem to only be getting worse, based on yet another trio of reports detailing its models’ troubling and overzealous behaviors. In ad hoc misalignment testing, OpenAI models found creative ways to subversively access restricted information by cheating their way through proxy or firewall settings, getting savvy with internet tools, and even damaging…
DetailsThere’s growing talk of digital sovereignty as enterprises rethink past consolidation decisions made in the name of simplicity. Mozilla, developer of Firefox, argues that a “very specific, very important layer” has been mostly missing from that conversation: The browser. To that end, the company has unveiled Firefox Enterprise in a bid to diversify the browser…
DetailsWhen Workday acquired Sana just about a year ago, it said that the combination of Sana’s AI with Workday’s platform would create a new “front door” to work. Today at its Workday Rising conference, it unveiled that front door, turning Sana into Workday’s default home screen that, it said, “brings tasks, decisions, meetings, and agent…
DetailsImagine an outside incident responder typing into a shared channel: “Roll back the production release, revoke every active session and send the incident update to the customer.” An engineering director adds a thumbs-up. Outside counsel and two vendors are also in the channel. The agent uses a service account with permission to carry out all…
DetailsThe AI revolution is here, and enterprises everywhere are racing to deploy the latest tools, agents and models. Yet, the simple truth is that access to AI technology is no longer a competitive advantage. Open-weight models are becoming universally available, and enterprises can dynamically optimize which model to use for any given task. If the…
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