Percepta

If you're energized and excited by this kind of work, we'd love to hear from you. jobs.ashbyhq.com/percepta

Full article: washingtonpost.com/opinions/2026/…

🗞️ Thank you to @washingtonpost and @RepDerekKilmer for highlighting our work with the State of Maryland and @AnthropicAI to help people get access to benefits faster and speed up the permitting process to build more housing.

Full story: percepta.ai/blog/can-llms-…

Our founding research scientist, @ChristosTzamos, outlines how we built a computer INSIDE a transformer that can run programs for millions of steps in seconds, solving even the hardest Sudoku with 100% accuracy.

@hirsh You should join us. We're in NYC, Boston, SF, and London. jobs.ashbyhq.com/percepta

@hirsh Read the whole thing here: percepta.ai/blog/redefinin…

Everyone's racing to build the next frontier model. We think the bigger opportunity is making sure the ones we already have actually reach the industries that need them most. 🧵Our CEO @Hirsh on what Percepta is building, why it's important, and why you should join:

@hirsh Same playbook, different industries: - Improving access to gov benefits in Maryland with @AnthropicAI - Disruption-handling for global supply chains - Voice agents for at-risk patients (w/ Cityblock Health) - Transforming functions for finserv @JHIAdvisors

@hirsh Then agents take over the legwork: texting, calling, booking, following up. Every interaction teaches the system which channels and cadences work for each patient. Bottom line? Clinicians get their time back for the real, human work of care.

@hirsh Take healthcare. For hundreds of thousands of Medicare & Medicaid patients with chronic conditions, our system flags what each person needs most: an overdue cancer screening, a ride to the hospital, a prescription about to run out.

@hirsh This kind of AI is historically gatekept to corporations with in-house research teams. We're changing that. We build models that surface the decisions driving your business, map them to where work gets done, and run agents that handle it.

@hirsh Every business runs on decisions: what to do, when, how, and why. Figuring that out is hard, and not everything should be automated. But automating the right parts lets companies do more with their resources, and focus on what they do best.