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The AI Security Leaderboard independently benchmarks frontier AI models based on their safeguards, using the FAR.AI Minimal Standard as a baseline. Version 1.0 evaluates models against severe misuse requests including chemical-related threats.
Orchard is an open-source framework designed to help researchers train and evaluate AI agents across various tasks. It simplifies development and supports strong performance even with smaller models by reusing infrastructure.
Hacker News surfaced this AI signal from news.ycombinator.com: Can a robotics startup survive by pivoting from hardware to data scraping?.
Custom AI accelerators designed for machine learning workloads often have programming models distinct from GPUs, posing challenges in operator coverage and usability. Triton for MTIA aims to bridge these gaps by providing a more accessible programming model to support diverse AI models on custom ha...
Echoverse addresses the challenge AI agents face with multi-step workflows by training them in realistic, evolving environments. This approach helps agents improve as tasks and environments change, rather than relying on static training tasks.
A natural field experiment with 70,000 job applicants compared AI voice agent interviews to human recruiter interviews, with humans making final hiring decisions in both cases. The study examines whether AI can reduce variance in information collection and improve organizational outcomes.
Students show varied preferences for learning materials, with some favoring video content. Advances in AI video generation now enable instructors to create tailored instructional videos, expanding beyond text-based AI tools in computing education.
The US government has banned new imports of foreign-made humanoid robots, robot dogs, and solar inverters, primarily targeting Chinese products. This move is driven by concerns over national security risks associated with these technologies.
Managed Agents Gemini 3.6 Flash, Hooks and Triggers
Enigma secured a $71 million seed round led by Index Ventures and Ribbit Capital, with Conviction Partners also participating. The startup aims to make controlling robots as intuitive as adjusting a volume knob.
Microsoft has introduced a practical livestream series called the Copilot Agent's Playbook to help developers build better declarative agents for Microsoft 365 Copilot. These agents integrate organizational knowledge and workflows directly into users' work processes.
Code Finder runs its own search loop and hands your coding agent the exact files and line ranges, faster and cheaper than the agent searching on its own.
Agility is opening a new training center for its Digit robots in Fremont, California.
In the past six months, engineers at Replit have nearly tripled code output. Review times held steady. Reversions and product incidents have stayed flat. Quality metrics improved, and releases have accelerated. All the typical trade-offs you might expect have...
Text "Gemini Omni and Personal Avatars in Google Vids" surrounded by various images
Nish Khandwala and David Eng are building the AI agent platform to serve every function across the health system: clinical, operational, and administrative.
The eighth article in Microsoft's series on Agent Experience (AX) discusses how to effectively evaluate AI coding agents and improve their integration with technology. It covers controlling the agent stack, measuring extension impact, and iterating for better results.
Vulnerability remediation breaks down at codebase scale: AI code without context, detection coverage gaps, and fixes that take weeks across 10,000 repos.
Pixelrag research suggests that using web screenshots can improve retrieval-augmented generation compared to relying solely on text. This insight was discussed on Hacker News with community feedback.
General Intuition is betting millions of hours of video game data can train the foundation models for physical AI, making it easier to build smarter robots with minimal real-world data.
Join us for a free online event series kicking off July 16 to learn how to get started with the GitHub Copilot App! The post Let’s Learn GitHub...
Flint is an open-source visualization language that enables AI agents to generate expressive charts from compact, human-editable specifications. It offers a balance between ease of writing and visual quality.
This is the seventh article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can’t control in the agent stack, how to measure whether your extensi...
Managed agents feature bundle launch
A comparison of Claude Sonnet 4.6 and Claude Sonnet 5 models revealed that the newer model used 12 times more tokens for the same tasks while delivering worse results. This was observed across 150 agent tasks in 15 scenarios using GitHub Copilot.
Agility Robotics is going public through a SPAC while focusing on execution rather than chasing high valuations. The CEO cautions that humanoid robots for home use are not imminent.
Machine Intelligence
AI coding agents are producing more code than ever, but the world still runs on massive, decades-old codebases. Why owning and understanding them may be the hardest job in software.
General Intuition has raised $320 million to scale AI trained on millions of hours of gameplay, betting action data can help AI develop something closer to human intuition.
Most Replit Agent users start with an idea. They describe the goal in natural language — without a repo, test suite, or chosen framework — and expect the agent to turn it into a functioning app. The result might be a website, slide deck, mobile app, several c...
Cloud operations are entering a new era as AI-driven and autonomous agents become a larger part of modern software systems. As software becomes increasingly agentic, the challenge is no longer just managing greater scale and complexity. Operators must also...
Replit is now available directly inside Claude, making it easier than ever to go from a conversation to a fully built, shipped product - without losing context, in one seamless workflow. Design in Claude, Build in Replit You can now design on-brand, beautiful...
On nine CodeScaleBench tasks designed to evaluate agent effectiveness in large codebases, Claude Sonnet 4.6 with the Sourcegraph MCP server outscored Fable 5, winning six of nine at roughly half the cost for each point of quality.
Every team has conventions. How you structure a project. How you handle secrets. Your design system, your testing standards, your code style. The problem: AI Agents don’t know your conventions. So you explain it again on every prompt, paste in your standards...
Replit already scans your projects for vulnerable dependencies, and audits your dependencies before you publish. But risk shows up earlier than that, while you are developing, the moment a malicious package gets installed. Today we're launching Package Firewa...
ChatGPT was launched on November 30, 2022; the r/ChatGPT subreddit was created just one day later. Since then, chatbot-based AI products have gone from niche proofs-of-concept to widely-used household names. However, the ways in which adoption has developed a...
With the advance of generative artificial intelligence (AI) synthetic texts and images have become commonplace. These capabilities offer clear benefits, but have also raised a number of ethical concerns that often have to do with misrepresenting AI outputs as...
Replit introduced an SEO Agent designed to help app creators improve their app's visibility on Google and AI chatbots without needing deep SEO expertise. This tool automates SEO tasks like writing meta tags to increase the chances of apps being found.
Android has introduced a fake call detection feature aimed at preventing deepfake scams. This new security measure helps users identify and avoid fraudulent calls generated using AI technology.
Google has introduced a fake call detection feature aimed at protecting users from AI-driven deepfake impersonation scams. This technology helps identify and block fraudulent calls that use AI to mimic real voices.
We believe enterprise software should move at the speed of ideas. Today, we’re collaborating with Microsoft to make it dramatically easier for enterprises to build AI-powered apps in Replit and deploy them directly into Microsoft Fabric with enterprise-grade...
Hacker News surfaced this AI signal from ragdebugger.com: Show HN: RAGDebugger – observability – retrieval-augmented generation pipeline.
Hacker News surfaced this AI signal from 404media.co: The Chinese Realtime Deepfake Software Powering Scams Around the World.
Data from 1,281 agent runs across 40+ large open source repos reveals five repeatable failure patterns in coding agents, and the infrastructure fixes for each.
Posted by Thomas Brunner, Yu-Han Liu, Moni Pande <span fac...
BizChat, an AI-powered business planning tool, was designed and deployed with a community-centered approach to support entrepreneurs in resource-constrained areas. The tool was introduced through workshops addressing challenges like low digital literacy and limited support infrastructure.
Google's GenAI Security Team outlines a continuous approach to mitigate indirect prompt injection (IPI), an evolving threat vector targeting AI systems. The strategy focuses on ongoing detection and response to protect Google Workspace users.
Forecasting startup success is notoriously difficult, partly because meaningful outcomes, such as exits, large funding rounds, and sustained revenue growth, are rare and can take years to materialize. As a result, signals are sparse and evaluation cycles are...
Eugen, Yannis and their team are turning enterprise knowledge into dynamic context that makes AI agents dramatically more effective.
The initial findings from CodeScaleBench, a new benchmark designed to evaluate coding agents against the true complexity of enterprise software development, including large codebases and multi-repository tasks.