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The first version of a file processing pipeline is usually straightforward. A user uploads a PDF with hidden failure modes. You extract some text. You resize an image. You generate a report. The proof of concept ships in a few…
Optimizing Test-Time Compute: Direct Pass@k Thought Pruning in Production... Tagged with ai, architecture, devops, softwareengineering. #optimizing-testtime-compute-direct-passk-thought-pruning-in-production-systems Optimizing Test-Time Compute: Direct Pass@k Thought Pruning in Production Systems Test-time scaling has fundamentally altered how we architect inference pipelines for reasoning…
DeepSeek open-sourced DeepInfer, the inference framework behind its large-scale production services. This release does offline inference for DeepSeek-V4.1-Flash on NVIDIA SM100 GPUs or Huawei Ascend 950 NPUs. This guide covers the three things most engineers will want first: getting a build…
The fix is not a secret setting. It is a description of the shot, written before you generate. Below is a practical way to make an animate image ai workflow produce something that reads as footage rather than a filtered…
Pi won. Goose and... Tagged with ai, agents, programming. #pi-finished-first-in-a-10agent-test-on-a-4b-model-the-question-is-why Pi Finished First in a 10-Agent Test on a 4B Model. The Question Is Why Pi won. Goose and Crush weren't far behind. And the most honest thing about…
Strip away the demos and an agent is not a genius — it's a loop. Perceive, decide, plan, act, check what happened, and decide again. The agents that survive production are the ones whose loops have limits. The ones that don't…
What happened: As context windows grew to hundreds of thousands of tokens, teams stopped obsessing over the perfect single prompt and started treating everything a model sees — system instructions, retrieved documents, tool results, conversation history, memory — as one deliberate budget…
Gary Siuzdak explains how uMRM converts inconsistent untargeted LC–MS data into standardized MRM transitions. In this ASMS interview, Gary Siuzdak from the Scripps Research Institute discusses untargeted multiple reaction monitoring (uMRM), which offers a broad, systematic framework for connecting untargeted…
is a mathematical process used to predict future events or outcomes by analyzing patterns in a given set of input data. It is a crucial component of predictive analytics, a type of data analytics which uses current and historical data…
Rasengan v1.2.2 is now available on npm. We are excited to announce the release of Rasengan.js... Tagged with agents, ai, javascript, llm. Rasengan v1.2.2 is now available on npm. We are excited to announce the release of Rasengan.js v1.2.2 🎉 This version focuses…