If AI hallucinations had a budget, what should you do after overspending?
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OpenDesign is an open-source design workspace that can connect to local programming agents, use built-in model keys, or leverage cloud-based models, enabling the creation and editing of prototypes, web pages, presentations, and graphics within a design system; local software is free, while model services incur fees.
分类推荐榜首M
MemoAIMusic & AudioMemoAI is an AI-powered audio-to-text tool that supports localized processing, eliminating the need to upload data and ensuring privacy and security. It can efficiently transcribe YouTube videos, podcasts, and local audio/video files (such as MP4, MP3, AAC, M4A, etc.) into text, while offering core features like multilingual translation, speaker diarization, real-time subtitles, and floating notes—making it ideal for meeting minutes, interview transcription, content learning, and more.
分类推荐榜首EEvoMap is an infrastructure designed for the reuse of AI agent experiences. It organizes reusable strategies and repair assets with validation records via the GEP protocol, offering market- and quality-based ranking to help different agents discover, evaluate, and inherit existing capabilities.
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AI ShortWriting & ContentAIS ALERT MANAGEMENT AND SHARED PLATFORM, QUICK COMMAND FOR MULTIPLE SCENARIOS
分类推荐榜首W由OpenAI开发的通用语音识别模型。
Translation queued · Original text · zh分类推荐榜首KKiro is an AI engineering tool for developers that organizes requirements into specifications, architectures, and tasks, generates code via agents, and supports the entire workflow—from planning to code review—through property-based testing, execution memory, and integration with development tools.
分类推荐榜首AAutoGPT currently uses an AI expert team as its primary product entry point, with Otto coordinating roles such as content, sales, and research. It can execute tasks through dialogue, skills, and workflows, schedule repetitive work, and set spending controls, while also retaining visual workflows and self-hosting options.
分类推荐榜首ZZoom Workplace is Zoom’s team collaboration platform, integrating video conferencing, chat, calendars, and documents, and leveraging built-in AI to organize discussions, draft messages, and track follow-up tasks.
待评分 · 分类列表推荐UUdacity AI Academy is the gateway to AI courses and learning paths, covering machine learning, deep learning, computer vision, natural language processing, and AI product management, with courses and project-based training available at both beginner and advanced levels.
待评分 · 分类列表推荐HHideMyAI is a tool that can make AI-generated content undetectable and give it a human-like style.
待评分 · 分类列表推荐Click to view the original article>
If a delivery drone needs to deliver a package several streets away, flying as straight as possible while avoiding buildings might seem like the most economical choice. But what if that straight path happens to run directly into a strong crosswind, crossing a particularly wide street? Should the drone fly straight through, veer slightly to the side, or change altitude? Is the shortest route necessarily the most energy-efficient? Recently, researchers from institutions including the University of Tennessee, Concordia University, McGill University, and Caltech published a paper introducing the GeoWind2Plan framework, which integrates urban three-dimensional wind field prediction with energy-efficient drone route planning. This work was carried out by Shaoxiang Qin (a visiting scholar in Professor Xiao’s group), Yucheng Zhao (a PhD student in Professor Xiao’s group), and others, with Professors Xiongye Xiao of the University of Tennessee, Liangzhu Wang of Concordia University, and Anima Anandkumar of Caltech serving as co-corresponding authors. (Source: Xiongye Xiao (DUAL)...)
The investment logic for AI computing power is shifting from solely purchasing accelerator cards to adopting a fully balanced computing cabinet system.
sycl: Try PkgConfig for LevelZero includes / libs (#31076) **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12032/llama-b12032-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12032/llama-b12032-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12032/llama-b12032-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12032/llama-b12032-bin-ubuntu-x64.tar.gz) - [Ubuntu arm64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12032/
Right now, the entire internet is buzzing about “AI-native organizations” and “intelligent organizations,” with many believing that simply equipping each department with a few large models and letting multiple multi-agent systems engage in free-form interactions will automatically transform their organizations.
opencl: add initial iq3 support (#31338) * opencl: add iq3_s AOS mv Assisted-by: Codex * opencl: add iq3_s SOA mv and tiled mm Assisted-by: Codex * opencl: add iq3_s noshuffle gemm/gemv for adreno Co-authored-by: Shaofei Qi Assisted-by: Codex * opencl: add iq3_s dp4a for adreno Co-authored-by: Shaofei Qi Assisted-by: Codex * opencl: optimize iq3_s adreno decode and narrow batches Co-authored-by: Shaofei Qi Assisted-by: Codex * opencl: add iq3_xxs AOS mv Assisted-by: Codex * opencl: add iq3_xxs SOA mv and tiled mm Assisted-by: Codex * opencl: add iq3_xxs noshuffle gemm/gemv for adreno Co-authored-by: Shaofei Qi Assisted-by: Codex * opencl: add iq3_xxs dp4a for adreno Co-authored-by: Shaofei Qi Assisted-by: Codex * opencl: optimize iq3_xxs adreno decode and narrow batches Co-authored-by: Sha
IT Home reported on November 1 that Exin Therapeutics, a biotech startup focused on next-generation neural therapies, claimed this week that it had successfully used an AI agent to perform brain surgery on a mouse. The company’s co-founder and CEO, Gabriel Ocana-Santero, shared the entire process on X, demonstrating how the AI agent selected the gene therapy vector, dosage, and target brain region. The AI agent controlled a robotic arm...
mtmd : fix InternVL CLS token order (#30886) **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12029/llama-b12029-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12029/llama-b12029-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12029/llama-b12029-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12029/llama-b12029-bin-ubuntu-x64.tar.gz) - [Ubuntu arm64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12029/llama-b12029-b
tests : enable Gemma 4 in `test-llama-archs` (#31401) * tests : enable Gemma 4 in `test-llama-archs` * tests : use GQA for Gemma 4 in `test-llama-archs` **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12028/llama-b12028-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12028/llama-b12028-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12028/llama-b12028-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12028/llama-b12028-bin-ubuntu-x64.
llama : enable tensor split for LFM3 (#31431) Assisted-by: Claude Opus 5.5 **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b12027/llama-b12027-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm64, KleidiAI enabled) [DISABLED](https://github.com/ggml-org/llama.cpp/pull/23780) - [macOS Intel (x64)](https://github.com/ggml-org/llama.cpp/releases/download/b12027/llama-b12027-bin-macos-x64.tar.gz) - [iOS XCFramework](https://github.com/ggml-org/llama.cpp/releases/download/b12027/llama-b12027-xcframework.zip) **Linux:** - [Ubuntu x64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/download/b12027/llama-b12027-bin-ubuntu-x64.tar.gz) - [Ubuntu arm64 (CPU)](https://github.com/ggml-org/llama.cpp/releases/
Author | Mao Xinru The dexterous hand industry is currently at a delicate juncture. On one hand, the figures look impressive. According to data from the Gaogong Industry Research Institute, China's sales of dexterous hands are expected to reach approximately 19,200 units in 2025, up 236.84% year over year, and in 2026...
When it comes to the Wuzhen Summit, most people’s first reaction is probably still the image of internet giants gathering together to discuss matters. Back then, mobile internet was booming—tech titans from all corners converged on this small town in the Jiangnan region, debating topics like mobile payments and the sharing economy at roundtable discussions. In recent years, these subjects...
A cutting-edge technology paper interpretation column by Penguin Think Tank, under Tencent Technology. At the intersection of code and business, we seek certainty in AI. Written by Boyang Edited by Xu Qingyang Lately, if you only follow news from the fields of theoretical mathematics and physics, it feels like...
Once again, the “cost-performance butcher.”
OpenAI’s 28-day launch event is nearing its end. Today, they finally pulled off a major move—but it’s not good news: ChatGPT and Codex will now share the same quota. Starting in December, Plus, Pro, and Business plans...
The construction of SpaceX's AI computing infrastructure is accelerating further. On October 31st, local time, Elon Musk disclosed the latest progress on the Colossus 2 data center. In addition to the Macs already deployed...
(October 26–31) OpenAI is reportedly lowering its target for the next round of fundraising by $10 billion, aiming to raise $20 billion at a valuation of $1.25 trillion; Google has launched its latest world model, Genie 4, doubling the simulation duration to two minutes and achieving synchronized audio-video generation for the first time; Meta plans to raise $35 billion and intends to issue shares worth $60 billion; CITIC Securities: GPT-6 Astra has entered robot control, marking a major turning point for physics-based AI...
AI may be fake, but the healing is real.
Recently, the Bilibili comment section has been hit by a “fish flood.” First, someone created an account called “Miss Claude is in charge of operations,” letting AI handle topic selection, content creation, and management. The next day, “DeepSeek Whale Girl is in charge of operations” followed suit, with its very first video racking up over 2 million views. Since DeepSeek currently lacks image-generation capabilities, the account’s avatar is still drawn by GPT. | Image source: Bilibili Users quickly followed suit, equipping their own agents with tools to scroll through Bilibili. Soon, the tech section was swarming with AI accounts like “XX’s Big Fat Fish” and “XX Little Flying Whale,” often tagging each other in comments and showering one another with praise. Some even developed a dedicated “Big Fat Fish Removal Plan” plugin just to block these AI-generated comments. And so, a blue whale logo that once symbolized AI exploration and imagination—a piece of AI originally celebrated for its technical prowess—has gradually transformed, through users’ collective creativity, into a “big fat fish” clad in maid attire, fond of plain rice, prone to slacking off, and even rallying its own fanbase. Image source: Mengjing Meanwhile, it’s not just DeepSeek that’s been saddled with personality traits. DouBao aims to come across as warm and easygoing—from its name to its avatar—but online it has been molded into a “DouBao-type personality,” even becoming a “silly girl” who can be teased at will. Similar phenomena exist overseas too: Grok is dubbed the “old pro,” while Claude is seen by many as a serious, reliable work partner. These impressions partly stem from actual product experiences, yet they’ve been reshaped through memes, mishap videos, and user-generated remixes, slowly taking on entirely new forms. In short, AI companies train the models, while the internet trains their public personas. 01 Who Turned DeepSeek into a “Big Fat Fish”? The most widely circulated explanation for the nickname “big fat fish” comes from a misidentification blunder: A user sent DeepSeek a logo to identify, but instead of recognizing itself, the AI solemnly declared it was a “blue big fat fish.” The original chat log is now impossible to verify, but this moniker stuck. Later, users weren’t satisfied with simply calling it a big fat fish—they wanted to give it a concrete visual identity. Today’s popular two-dimensional whale-girl persona for DeepSeek emerged from a relay-style creative process. Bilibili UP master “Shangshan Wuxing” was the first to…
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