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Feature
Xi Jinping Proposes Open Source AI Zone for BRICS to Boost Collaboration
The initiative aims to foster cooperation among BRICS nations, but raises questions about data governance and intellectual property.
Why it mattersXi's proposal signals a shift towards open-source AI collaboration among BRICS nations, emphasizing the need for new data governance and IP frameworks. This development could redefine global AI dynamics, impacting how countries share and develop AI technologies.
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Each morning: models, tools, research, and conversations distilled from across the web — with why they matter for builders.
Around the Web
China's AI Moves
Xi emphasised the need to step up cooperation. https://www.hindustantimes.com/india-news/china-will-lead-creation-of-open-source-ai-for-brics-xi-jinping-101789300908632.html https://www.msn.com/en-xl/news/other/xi-jinpi…
r/LocalLLaMA
AI Agents and Ethics
I gave a talk at AI Engineer Europe on agent harnesses, and the live demo taught me more than the slides did, so here is the short version. The task: an agent drives a real browser with Playwright and upvotes the top st…
r/AI_Agents
When a coding agent runs inside a project, it often has access to more than the files it actually needs. That can include .env files containing API keys, database credentials, and other sensitive values. But the bigger…
r/AI_Agents
Tools
Trending AI model on Hugging Face — sentence-similarity.
🤗huggingface
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
github | stars 138,274
SpaceXAI's coding agent harness and TUI. Fullscreen, mouse interactive, extensible.
github | stars 26,739
Build
In this article, we are going to look at the process of LLM evaluation in detail.
blog.bytebytego
Research
AI agents can automate tasks by turning a single natural-language request into a multi-step process spanning tools, files, and applications. Users are often left to judge that process from fragmented execution informati…
arxiv
Agentic systems offer a promising way to automate embodied benchmark construction, but existing approaches typically cover isolated stages or remain specialized to predefined environments and task families. More importa…
arxiv
Large language models (LLMs) are increasingly deployed as tutors, but it is unclear whether they support all students equally well. We introduce \textbf{EduFair-Bench}, a benchmark for auditing the pedagogical fairness…
arxiv
Playbooks
How LangChain built a paid media agent to analyze campaign performance, optimize ads, propose changes, and turn marketing data into action.
langchain
Microsoft Agent Framework supports creating agents that use the GitHub Copilot SDK as their backend. GitHub Copilot agents provide access to powerful coding-oriented AI capabilities, including shell command execution, f…
devblogs.microsoft
This document curates the most common questions Shreya and I received while teaching 700+ engineers & PMs AI Evals. Warning: These are sharp opinions about what works in most cases. They are not universal truths. Use yo…
hamel
News
Pick the right generative AI customization approach on AWS with an 8-step decision framework, from prompt engineering and RAG to fine-tuning, continued pre-training, and Amazon Nova Forge. Start simple and escalate only…
aws.amazon
Learn how Ninth Wave built Compass, a multi-agent AI onboarding assistant on Amazon Bedrock AgentCore that validates bank APIs against Financial Data Exchange (FDX) standards, scores compliance, and compresses open fina…
aws.amazon
We gave six AI agents the same three printable parts to model, three in CadQuery and three in OpenSCAD, then verified every mesh independently. Both toolchains shipped. The difference is in how they fail.
modelrift