Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Demoting the IDE

Zero-Shot Learning is a podcast about how AI gets built, secured, and deployed. Hosted by Nancy Wang, 1Password CTO, and Dev Tagare, Senior Director of Engineering at Google, it’s a builder’s view of the architecture and the complex decisions it takes to ship with AI. This episode features guest co-host Richard Liu, Head of API Products at Anthropic, who sits in for Dev.

The work runs itself with Jeff Wang from Cognition, Richard Liu from Anthropic | Zero-Shot Learning

While AI agents are already capable of writing and shipping code that works, standard operating procedure still requires human oversight and review. Cognition President of New Enterprise Jeff Wang is building a future where that’s no longer the case. In this episode, Jeff joins 1Password CTO Nancy Wang and special guest co-host Richard Liu, Head of API Products at Anthropic, for a conversation on cloud-based agents and how their ability to prove their own work could make human code reviews obsolete.

How to survive the AI spend hangover

It's 6:30am and you hear the door of the nightclub you've spent the last 8 hours inside shriek as it closes behind you. You watch bleary-eyed as an overly bright sunrise illuminates the business-suited people as they glide effortlessly along the sidewalk, their obnoxiously well-rested faces talking about work on their fully charged phones. You wonder, "Where did all the fun people go? And what happened to my wallet?".

Off-by-1 Labs: Why AI-generated vulnerability patches still require expert human review

We studied what happens when Large Language Models (LLMs) generate vulnerability patches for recently disclosed, complex vulnerabilities. Our data shows that LLMs produce Fix-Like Artifacts with Embedded Defects (FLAWED) 53.9% of the time when complex patches are required.

Remove standing access before AI agents exploit it

AI has changed the calculus of a credential attack. Before, finding and exploiting credentials in an enterprise environment required time, patience, and human judgment. An attacker had to decide which accounts were worth testing and which systems were worth reaching. Many credentials never made the list.

Productiv shutdown: Switch to 1Password for durable AI and SaaS Management

On August 2, 2026, Productiv told customers its SaaS management platform was shutting down on August 6, with account data deleted once access ended. Four days is not much time to pull years of app inventory, spend, and usage data out of a system you've come to depend on, especially with AI tools now adding a fast-moving new layer of spend and access to track on top of everything else.

How CFOs can manage AI costs and prove business value

Earlier this year, a bill arrived from one of 1Password’s AI vendors for 5x the value of the original contract. The initial agreement came in below a certain threshold, so it never reached the right approvers for review. By the time it did, we had a much clearer understanding of how quickly AI costs can add up.