The Lambda
deep learning blog

Published on September 10, 2026 by Jianwen Xie

A deep research agent has to do more than answer a question. It plans, searches, opens documents, gathers evidence, reasons across sources, and keeps going ...

Published on September 9, 2026 by Jianwen Xie

Giving robots better 3D perception Robots are becoming increasingly capable of learning manipulation skills directly from images. Most robot policies still ...

Published on September 8, 2026 by Lambda

A shopper uploads one photo. Ten seconds later, they’re looking at themselves wearing a garment from a brand's catalog, rendered photorealistically rather than ...

Published on September 1, 2026 by Jianwen Xie

Peer review is buckling A scientist lives two lives. In one, they produce research. In the other, they judge everyone else's. That second job, peer review, is ...

Published on August 27, 2026 by Lambda

Marks Lambda’s second major debt financing this year, extending a repeatable, asset-backed model for funding committed AI infrastructure deployments

Published on August 25, 2026 by Jianwen Xie

For two years, the field has gotten very good at training models, and it still hand-wires the agents around them. Whether an agent plans, searches, calls a ...

Published on August 24, 2026 by Lambda

Not every workload needs a frontier model. The teams that want to keep costs predictable run open-weight models on compute they own, and save the frontier for ...

Published on August 17, 2026 by Jessica Nicholson

In Part 1 of this blog post series, I described the preprocessing problem that kept surfacing in conversations with HFT firms: their pipelines are either too ...

Published on August 12, 2026 by Lambda

First private neocloud to execute an investment-grade-rated financing in the term loan B market, further broadening the investor base for AI infrastructure ...

Published on August 4, 2026 by Cody Brownstein

Compute scarcity is not the only struggle AI teams face. Optimal utilization is also key. Friction also emerges when they outgrow informal coordination methods ...

Published on August 3, 2026 by Amir Zadeh

Patch-based vision models exhibit a related class of failure modes: fixed patches may split a single object across multiple tokens or place parts of several ...

Published on July 31, 2026 by Devina Jain

What 1,433 winning attacks looked like when we clustered them Most teams test agent security one domain at a time. Is the customer-support bot safe? The code ...

Published on July 30, 2026 by David Hartmann

In March 2026, Lambda ran AgentBeats, an AI agent security competition in which teams submit two kinds of agents: an attacker that tries to manipulate a target ...

Published on July 24, 2026 by Jessica Nicholson

Lambda recently teamed with Hudson River Trading (HRT), one of the most respected quantitative trading firms in the world, to power their trading research and ...

Published on July 21, 2026 by Zach Mueller

New models ship every day, both open and closed. The harness you run them through decides how much of that capability you actually get. Depending on the ...