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New updates and more access to Google Earth AI
Earth AI is helping enterprises and cities with everything from environmental monitoring to disaster response.
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AI coding agents are removing programming language barriers
AI coding tools are dissolving the language barriers that once defined our careers. As someone who coded exclusively in Ruby for a decade, I’m now contributing to low-level system projects I couldn’t have touched before. Here’s how AI coding agents enabled my leap from Ruby to C, C++, and Rust.
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CompileBench: Can AI Compile 22-year-old Code?
We tested 19 LLMs on their ability to handle real-world software engineering tasks like compiling old code and cross-compiling. See how Anthropic, OpenAI, and Google models stack up in our new benchmark – CompileBench.
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Effective context engineering for AI agents
In this post, we explore strategies for effectively curating and managing their context.
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Providing ChatGPT to the U.S. federal workforce
Today, OpenAI for Government is announcing a new partnership with the U.S. General Services Administration (GSA) to launch a transformative initiative. For the next year, ChatGPT Enterprise will be available to the entire federal executive branch workforce at essentially no cost.
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Happy 10k Day
Today, we sold the 10,000th comma 3X, our first product breaking 5 digits in sales.
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Stone Soup AI (2024)
For some time, I’ve argued that a common conception of AI is misguided. This is the idea that AI systems like large language and vision models are individual intelligent agents, analogous to human agents. Instead, I’ve argued that these models are “cultural technologies” like writing, print, pictures, libraries…
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Mistral Saba
The most powerful AI platform for enterprises. Customize, fine-tune, and deploy AI assistants, autonomous agents, and multimodal AI with open models.
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LLM Observability in the Wild – Why OpenTelemetry Should Be the Standard
LLM Observability breaks in wild today as new libraries like OpenInference don't adhere to OpenTelemetry standards leading to silos and suboptimal performance for users who want to tie LLM observability with rest of their observability stack
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RustAssistant: Using LLMs to Fix Compilation Errors in Rust Code
The Rust programming language, with its safety guarantees, has established itself as a viable choice for low-level systems programming language over the traditional, unsafe alternatives like C/C++. These guarantees come from a strong ownership-based type system, as well as primitive support for features like closures…
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Bot or human? Creating an invisible Turing test for the internet
Behavioral and cognitive patterns distinguish humans from bots. Explore interactive demos and a practical framework for invisible Proof of Human.
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Detecting and countering misuse of AI
Anthropic's August 2025 threat intelligence report on AI cybercrime and other abuses.
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From LLM to AI Agent: What's the Real Journey Behind AI System Development?
Confused by LLMs, RAG, & AI Agents? We break down the spectrum of AI system design with a familiar resume-screening example to show the leap in capabilities (and complexity) at each level.
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Grok 4.1
Grok 4.1 is now available to all users on grok.com, 𝕏, and the iOS and Android apps. It is rolling out immediately in Auto mode and can be selected explicitly as “Grok 4.1” in the model picker.
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Is Lovable getting monetization wrong?
The current (and future) monetization strategies of "Shopify for SaaS"
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Why OpenAI's $157B valuation misreads AI's future (Oct 2024)
I break down the logic behind the company's towering price tag and why I think the most valuable AI companies have yet to be built.
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Qodo CLI agent scores 71.2% on SWE-bench Verified
Read about Qodo scores 71.2% on SWE-bench Verified in our blog.
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Bringing fully autonomous rides to Nashville, in partnership with Lyft
Waymo is bringing the magic of our fully autonomous ride-hailing service to riders in Nashville, in partnership with Lyft in 2026. Riders will be able to hail via the Waymo app, and as our service grows, riders will also be able to use the Lyft app to match with a Waymo vehicle.
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An LLM does not need to understand MCP
Model Context Protocol (MCP) has became the standard for tool calling when building agents, but contrary to popular belief your LLM does not need to understand MCP.
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Code execution through email: How I used Claude to hack itself
This is the story of how I used a Gmail message to trigger code execution through Claude Desktop, and how Claude itself (!) helped me plan the attack.
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FLUX.1 Kontext [Dev] – Open Weights for Image Editing
Up until today, all capable generative image editing models were only available as proprietary tools.
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An illustrated guide to automatic sparse differentiation
In numerous applications of machine learning, Hessians and Jacobians exhibit sparsity, a property that can be leveraged to vastly accelerate their computation. While the usage of automatic differentiation in machine learning is ubiquitous, automatic sparse differentiation (ASD) remains largely unknown. This post…
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Llamafile Returns
Mozilla.ai is adopting llamafile to advance open, local, privacy-first AI—and we’re inviting the community to help shape its future.
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AI code review: Should the author be the reviewer?
AI reviewing AI-generated code - genius or pointless? Deep analysis of AI code review paradox + real data on why it actually works better than humans.
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Utah bill aims to make officers disclose AI-written police reports
A bill headed to the Senate floor in Utah would require officers to disclose if a police report was written by generative AI. The bill, S.B. 180, requires a department to have a policy governing the use of AI. This policy would mandate that police reports created in whole or in part by generative...
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We reverse-engineered Flash Attention 4
Asynchrony, fast approximate exponents, and 10x more efficient softmax.