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Open-Source Project Highlights Below is a curated selection of notable GitHub repositories, each offering valuable resources for developers, AI practitioners, and creators. --- Clone-Wars Repo: GorvGoyl/Clone-Wars Stars: 32.1k License: AGPL-3.0 Overview: Clone-Wars is a collection of 100+ open-source clone projects of popular websites. Key Features: * Clones and
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## Comparative Review of Three Papers on LLM Layer Usage Recently, I came across three papers with similar research directions, and reading them side-by-side feels almost like watching episodes of a drama series: 1. **HOW DO LLMS USE THEIR DEPTH?** — *Usage Paper* [https://arxiv.org/abs/2510.18871](https://arxiv.org/
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Valdi: A New Cross‑Platform Contender from Snapchat --- The cross‑platform development track has been fiercely competitive for years, with many believing the path was already set. But Snapchat has just changed the conversation. They’ve open‑sourced an internal framework called Valdi. In just one week, it has
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Introduction Python UDFs help create an abstraction layer of custom logic to simplify query construction. However, for complex logic—such as running large-scale models or detecting patterns efficiently across table rows—you can use Python User-Defined Table Functions (UDTFs). We previously introduced session-scoped UDTFs in this blog post. UDTFs let
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# AI vs Human: How Grafana Assistant Investigations Solved an Incident Faster ## Overview About two months ago at Grafana Labs, an incident began like many others: 1. **Alerts** were triggered. 2. **On‑call engineer** acknowledged them in Slack. 3. Team started **hypothesizing** about possible causes. [
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🌍 World Models — Fei-Fei Li’s Vision for AI’s Next Decade --- Fei-Fei Li — often called the “Godmother of AI” — is widely known for helping lead the deep learning revolution. In her latest podcast interview, she: * Criticized AGI as marketing hype, siding with Yann LeCun * Championed world models and spatial
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!image Linkloud Introduction A perfect demo and enthusiastic early feedback often mask serious risks: why can these lead to frequent issues and loss of trust when an AI product goes live? Traditional software best practices don’t fully apply to the AI era. Drawing from experience leading 50+ AI projects
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# Gamma: How a “Hopeless” AI Startup Reached $100M ARR with Under 50 People  In 2020, late at night in London, **Grant Lee** sat wedged between his kitchen and laundry area, pitching his third investor on an AI tool
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AI-Powered Weather Forecasting: Google DeepMind’s WeatherNext 2 The weather drives crucial decisions daily — from global supply chain routing and aviation paths to personal commuting choices. Recently, artificial intelligence (AI) has significantly expanded the scope and accuracy of weather predictions. --- Introducing WeatherNext 2 Today, Google DeepMind and Google Research
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Single Transformer for Any-View 3D Reconstruction Overview ByteDance’s Seed team, led by Kang Bingyi, has introduced Depth Anything 3 (DA3) — a minimalist yet powerful approach to 3D reconstruction. The model has received high praise from industry names such as Xie Saining. DA3 can: * Generate accurate depth from a single
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Code Arena: Next-Generation AI Application Evaluation LMArena has launched Code Arena, a cutting-edge evaluation platform to measure AI models’ ability to build full applications—not just isolated code snippets. Unlike traditional benchmarks, Code Arena focuses on agentic behavior: models that can plan, scaffold, iterate, and refine code within environments that
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# From Detection to General Perception: Building the Foundations of Spatial Intelligence ## 1. Importance of Visual Perception & Object Understanding Visual perception is a **core capability** for AI systems to interact with the physical world, and a necessary step toward **general intelligence**. This article is adapted from a June presentation at