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Key takeaways Best-in-class value: outperforms leading document parsers and hyperscaler services while remaining cost-effective at enterprise scale. Beyond OCR: understands tables, forms, diagrams, and images to extract…
Post-training Kimi K3 with Harvey for long-horizon legal work DeepSeek-V4-Pro-0813 available now on Fireworks Blog Post Training Kimi K3 With Harvey For Long Horizon Legal Work Post-training Kimi K3 with Harvey for long…
← Blog One Year In, and Just Getting Started Ash Ashutosh Aug 26, 2026 Company Share: A year ago, I joined Pinecone with a simple thesis: every company sits on data its AI cannot use, and whoever closes that gap wins th…
Fireworks AI DeepSeek-V4-Pro-0813 available now on Fireworks Blog Deepseek V4 Pro Security DeepSeek V4 Pro is Redefining Security Agent Economics PUBLISHED 8/26/2026 TLDR; DeepSeek V4 Pro 0813 recorded zero refusals acr…
DeepSeek-V4-Pro-0813 available now on Fireworks Blog J Lens Kimi K3 Qwen Can open models carry readable silent signals before they speak? Reproducing J-Lens Readouts on Kimi K3 & Qwen3.5-9B PUBLISHED 8/12/2026 Table of…
Aug 25 2026 Ultrafast Frontier Inference: Cerebras Deep Dive at Hot Chips 2026 Jessica Liu Last week at Supernova 2026, Cerebras introduced CS-4: the fastest AI accelerator in the industry and the first system built on…
What are static embeddings? Attempt #1: MaxSim over raw static tokens Attempt #2: teach the tokens some context It was working? Kinda? Attempt #3: a smarter teacher Attempt #4: skip the teacher, train on the actual metr…
AI engineering The two AI gateway patterns in production inference Access gateways and serving gateways explained, and how they handle identity, tenancy, limits, and metering for teams serving AI models. Authors Amit Ga…
Funding better evaluations of AI’s impact on wellbeing Aug 25, 2026 We’re launching a $5 million grant program to fund independent research into how AI impacts users’ wellbeing. The program will provide direct funding,…
Over the past year, enterprises and governments have confronted a hard truth: AI systems that rely on external infrastructure can be disrupted without warning by decisions and actions outside their control. Recent model…
AI engineering How to run any open model inside DeepSeek Harness Learn how to power DeepSeek Harness with Baseten Model APIs and run open models like Kimi K3, GLM 5.2, and DeepSeek V4 Pro in under 5 minutes. Authors Ale…
Over the past few weeks, we have announced several important steps to expand sovereign AI by increasing access to local infrastructure capacity. Earlier this summer, we announced an expanded partnership with Microsoft t…
Over the past few weeks, we have announced several important steps to expand sovereign AI by increasing access to local infrastructure capacity. Earlier this summer, we announced an expanded partnership with Microsoft t…
Infrastructure How leading platforms ensure observability for LLM inference Learn how metrics, logs, and traces work together to catch slow responses, errors, and failed deployments before users do. Authors Chloe Florit…
We are thrilled to announce that Groq will be among the first adopters of NVIDIA Groq 3 LPX, boosting inference token generation for NVIDIA Vera Rubin NVL72 which it will deploy to its purpose-built AI inference cloud.…
Thinking Summary Mistral Agentic Search delivers more accurate search results while reducing turns, token use, and latency against FinanceBench and OfficeQA Pro benchmarks. Agentic Search is the retrieval layer that ena…
Thinking Summary Mistral Agentic Search delivers more accurate search results while reducing turns, token use, and latency against FinanceBench and OfficeQA Pro benchmarks. Agentic Search is the retrieval layer that ena…
In 2026, the software engineering community is divided by a simple question: Should AI engineers still read the code generated by their agents? One camp argues that code has become virtually free to produce and discard, so humans should focus on systems and guardrails rather than implementation details. The other warns that blindly trusting AI […]
Key takeaways Building globally inclusive AI requires moving beyond multilinguality. A model may be fluent in dozens of languages yet still miss the cultural norms, values, and social contexts that shape how people comm…
Aug 18 2026 Introducing Cerebras CS-4: The Fastest AI Just Got Faster. Built for Hyperscale. Angela YeungEric Gardner Today, we are introducing the fourth generation of our wafer-scale AI accelerator: CS-4. It’s the fas…
Aug 18 2026 Introducing Cerebras CS-4: The Fastest AI Just Got Faster Angela YeungEric Gardner Today, we are introducing the fourth generation of our Cerebras System: CS-4. The fastest AI accelerator in the industry, an…
The following article originally appeared on the Tech Policy Press site and is being republished here with the author’s permission. In Washington, AI is increasingly being treated as something that needs to be controlled. The government believes that AI is, first and foremost, a national security asset, meaning that it must be sequestered to prevent […]
Blog / research Hosting Git repositories at scale is a nightmare. When Linus Torvalds designed the first version of the information manager from hell (that's actually the tagline for Git, look it up), he had a very spec…
Anthropic explains that future Claude models will embed watermarks in generated text to comply with the EU AI Act. The watermarking method has no practical impact on output quality, readability, or cost; readers cannot distinguish watermarked text, and it contains no traceable personal or organizational information. The article covers how it works, its limitations, effects on code and editing, and an upcoming detection API.
Model performance Inference engineering for DeepSeek V4 Pro 0813 DeepSeek V4 Pro 0813 is a 1.7T-parameter open frontier model under the MIT license and is available for inference today on Baseten model APIs. Authors Mod…
Blog / company I'm excited to announce that the Firetiger team is joining Cursor. Firetiger builds agents that work on software once it reaches production. They monitor rollouts, catch regressions, investigate incidents…
Aug 13 2026 Accelerating GPT-5.6 Sol Ultrafast Joyce Er Today, Cerebras and OpenAI are sharing an early look at Ultrafast Mode, a new service tier launching first in the OpenAI API and powered by Cerebras. Ultrafast is…
Community Baseten delivers open-source inference for You.com Baseten is proud to power the inference behind You.com's search and answer stack. Authors Marylise Tauzia Last updated August 13, 2026 Share TL;DR You.com bui…
Blog / product Agents are only as capable as the environments they run in. Fast, reliable development environments allow agents to take ambitious, long-running tasks from start to finish. Until now, every cloud session…
Blog / company Following an extensive independent review of our controls and the behavior of our agents, we're happy to share that Cursor is now AIUC-1 certified. AIUC-1 is a new standard for AI agent security, safety,…