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直达AI, Data Science, Machine Learning & IOT（@kdnuggets）是 TGbox 收录的 Telegram AI频道，目前有 22,941 名订阅者，创建于 2017年3月13日，活跃度为一般，内容以英语为主。
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🤖 AI Weekly Digest 📅 Week of Aug 18–Aug 24, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 🧮 OpenAI's Astra Solves 10 Previously Unsolved Math Problems OpenAI's internal model Astra tackled ten open problems in mathematics and theoretical computer science, publishing formally verified proofs on GitHub — including breakthroughs on non-sofic groups and sphere-packing bounds — at a compute cost of just ~$2,000. For developers and data teams, this signals that AI-assisted formal verification is becoming a real t…
🔬 AI Research Digest 📅 Week of Aug 19–Aug 25, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. ⚡ FreeToken: Efficient Edge-Native MoE Serving Authors/Org: FlashML / UC Berkeley | arXiv: 2608.16157 Bottleneck solved: Running large Mixture-of-Experts models locally on consumer hardware without cloud dependency. FreeToken treats heterogeneous edge resources — GPU, CPU, host memory, and interconnects — as a unified elastic inference platform, enabling a 35B MoE model on a laptop and a 753B model on a single workst…
Top Udemy courses for learning ChatGPT for as cheap as $5 🔗LINK🔗 @coursenuggets @kdnuggets
🤖 AI Weekly Digest 📅 Week of Aug 25–Aug 31, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 🧮 OpenAI's Astra Cracks 10 Unsolved Math & CS Problems OpenAI's internal model Astra solved ten previously unsolved problems in mathematics and theoretical computer science — including a construction addressing non-sofic groups and tighter bounds on sphere-packing density — at a compute cost of roughly $2,000. This signals a new era where AI is not just assisting researchers but actively advancing foundational science…
🔬 AI Research Digest 📅 Week of Aug 25–Sep 1, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 🏗️ PlanSightRAG: Visual-First RAG for Civil Engineering Compliance Authors/Org: (Civil AI Lab) | arXiv: 2608.26091 Bottleneck solved: Manual compliance checking of dense 2D civil engineering plans is slow, error-prone, and can't scale — PlanSightRAG automates it by reasoning directly over plan imagery rather than extracted text. Developers building document-QA pipelines will want to study its Planner-Retriever-Auditor…
🤖 AI Weekly Digest 📅 Week of Sep 1–Sep 7, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 🚀 Anthropic Fable 5.1 Now Generally Available Anthropic's Fable 5.1 reached general availability on September 1, 2026, maintaining the same $10/$50 pricing as Fable 5 while cutting cache reads to just $0.25. Developers building RAG pipelines and agentic apps with high prompt reuse will see meaningful cost savings from the lower cache pricing. 🔗 Major AI Developments: 4 September 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 2. 🛡️ Goog…
🔬 AI Research Digest 📅 Week of Sep 2–Sep 8, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 🌍 SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Authors/Org: Junchao Huang, Guian Fang, Shengju Qian et al. | arXiv: 2609.02886 Bottleneck solved: No unified open framework existed for building interactive video world models that generalize across diverse environments and support long-horizon real-time rollouts. SolarWM ships a fully open pipeline — 1.43M canonical clips (25+ TB) across r…
📊 We built India's #1 Real-Time BB20 Instagram Tracker — and it's LIVE! Forget guessing who's winning the popularity game outside the house. We're tracking all 16 Bigg Boss 20 contestants' Instagram followers in real time — every single day. 📈 Here's what you get: 🏆 Live Leaderboard — See who's gaining and who's losing followers daily 📈 Growth Analytics — Track follower gains since BB20 Day 1 (Sept 6) 👤 Contestant Profiles — Full follower history with trend charts for every contestant 📺 Episo…
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🤖 AI Weekly Digest 📅 Week of Oct 3–Oct 9, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 🚀 OpenAI Rolls Out GPT-6 with "Intelligent UI" OpenAI began rolling out GPT-6, which renders tappable buttons, custom calculators, and editable graphs inline instead of plain text, with Pro, Plus, Business, and Enterprise users getting access first and free tiers following via GPT-6 Luna. For developers and data teams, this signals a shift from text-only outputs to generative interfaces, meaning apps built on the API can…
🔬 AI Research Digest 📅 Week of Oct 3–Oct 9, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 🤖 Long-WAM: Scaling the Context of World-Action Models Authors/Org: Wei Huang, Bohan Zhang, Chenzhi Liu (NVIDIA / MIT / HKU / UCSD) | arXiv/GitHub: 2610.10528 Bottleneck solved: Speed vs. memory in real-time robot control — longer visual histories only pay off when the video backbone is pretrained autoregressively, and Long-WAM keeps that history-to-future structure while serving action chunks in 107 ms on an RTX 5090.…
🤖 AI Weekly Digest 📅 Week of Oct 5–Oct 12, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. ⚡ Claude Haiku 5.5 Slashes Small-Model Costs Anthropic launched Claude Haiku 5.5, its smallest model, priced at $0.10 input / $0.50 output per million tokens with new effort controls and a reported 72.4% on OSWorld 2.1 computer-use tasks. Developers and data teams can run high-volume agent, classification, and extraction pipelines far more cheaply, tuning effort per task to balance cost and quality. 🔗 AI News Today, Oct…
🔬 AI Research Digest 📅 Week of Oct 7–Oct 13, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 🎬 DiffusionART: Efficient, Stable and Scalable RL for Diffusion Models Authors/Org: Zhenglin Wan, Jiayu Chen, Zhengfeiyang Zhang (KlingAI Research) | arXiv/GitHub: arXiv 2610.12572 Bottleneck solved: Cost and instability of online RL fine-tuning for image/video diffusion models, with up to 12x fewer GPU hours than DiffusionNFT and Flow-GRPO-Fast on HunyuanVideo-13B. Teams aligning generative models with black-box rewa…
🤖 AI Weekly Digest 📅 Week of Oct 12–Oct 19, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 🎙️ xAI Launches Grok Voice 3.0 xAI released Grok Voice 3.0 on October 14, a speech-to-speech model optimized for high-volume conversational calls. Developers can use it to build voice agents for support and call-automation workflows, and data teams can mine the resulting call transcripts for analytics. 🔗 xAI Launches Grok Voice 3.0 for High-Volume Conversational Calls ━━━━━━━━━━━━━━━━━━━━━━━━ 2. 🌍 Jais 3 Ships Six Op…
🤖 AI Weekly Digest 📅 Week of Oct 20–Oct 26, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 💻 Nanbeige4.3-33B: Open-Weights Coding Model Under Apache 2.0 BOSS Zhipin's Nanbeige LLM Lab released Nanbeige4.3-33B, an open-weights coding model under the permissive Apache 2.0 license. Developers can self-host it for code generation and review without per-token API costs, and data teams can fine-tune it on internal codebases. 🔗 Nanbeige4.3-33B coverage (via MarkTechPost) ━━━━━━━━━━━━━━━━━━━━━━━━ 2. 🧬 Hugging Face…
🔬 AI Research Digest 📅 Week of Oct 20–Oct 26, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 🧮 A Fix for Softmax and Cross-Entropy Authors/Org: Jonathan T. Barron, Dan Gnanapragasam, Michael Tschannen | arXiv: 2610.31642 Bottleneck solved: Accuracy and training stability, by fixing two numerical bugs in standard softmax, log-softmax and cross-entropy that cause gradient collapse and cancellation errors at extreme logit values. Practical takeaway: the fixes are simple drop-in changes, so teams training any mo…
🔬 AI Research Digest 📅 Week of Oct 21–Oct 27, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 🤖 Harness²: Recursive Agent Harnessing for an Open World Authors/Org: Google (Google Research) | arXiv/GitHub: arXiv 2610.14224 · google-research/harness2 Bottleneck solved: Accuracy — agent execution harnesses are hand-tuned and need ground-truth verifiers to improve. It refines harnesses recursively at the task level and learns continually at the harness level, lifting benchmark performance without verifiers. Worth…
🤖 AI Weekly Digest 📅 Week of Oct 27–Nov 2, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 🛡️ Google Unveils Gemini 4 Carbon for Cybersecurity and Long-Running Work Google introduced Gemini 4 Carbon on October 28 as its strongest model for security and long-running tasks, scoring 88.2% on SEC-bench Pro (finding vulnerabilities) and 71.0% on CWE-bench (patching them), though it is not yet broadly available. Developers and data teams should watch for access to automate vulnerability triage and patch suggestions…
🔬 AI Research Digest 📅 Week of Oct 27–Nov 3, 2026 ━━━━━━━━━━━━━━━━━━━━━━━━ 1. 🧠 claude-mem: Persistent Memory for AI Coding Agents Authors/Org: thedotmack | GitHub: thedotmack/claude-mem Bottleneck solved: Coding agents lose all context between sessions, forcing developers to re-explain projects every time. It records agent session activity, compresses it with AI, and re-injects the relevant parts at the next session start, so teams running multi-day projects with Claude Code, Codex, Gemini or…
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