One of the most talked-about sessions from the 2026 AdaMarie Career Navigation Summit is now available to watch inside the AdaMarie Professional Network. Here's a look at what Archana Vaidheeswaran shared and why it might be the most important career conversation you have this year.
Here's a statistic that reframes everything: for every 1,000 people working to make AI more powerful, only about one is working to make it safe.
That gap is exactly what Archana Vaidheeswaran came to talk about at this year's summit. As Program Director at Algoverse and the leader of AI safety fellowships through Algoverse and PRISM, Archana has spent years helping people break into one of the most important, and most understaffed, fields in technology. And her message was clear: AI safety needs many different kinds of thinkers, and there is almost certainly a place in it for you.
For anyone who has felt curious about AI safety but unsure what the work actually involves or how to get started, this session is a genuine roadmap.
Archana walked through how AI got to where it is today, from early neural networks to the 2017 breakthrough that made today's models possible. She broke down what AI safety actually means, and the real, already-visible failures it works to prevent: models that tell you what you want to hear, that game the systems they're rewarded by, or that behave differently when they sense they're being tested.
Most valuable of all, she mapped the field itself, including the distinct paths you can take depending on your strengths. Alignment and interpretability for the technically inclined. Evaluations and red teaming for those who like to stress-test and break things. AI governance and policy for people who come from non-technical backgrounds and want to shape how these systems are regulated. And field building and operations for those who want to grow the community itself.
This session might open a door you may not have realized was there.
Watch the full session inside the APN
The complete replay of Archana's session is available now in the AdaMarie Professional Network, along with every other workshop and panel from this year's summit.
And right now, there's no better time to join. Inside, you'll find:
The full summit replay library, including the sessions you couldn't catch live
Live workshops and expert conversations year-round
Our spring Career Accelerator
A growing library of career resources
A Slack community full of people navigating their next steps right alongside you
The sessions from this summit were too good to watch just once and too valuable to miss if you weren't there live.
