Weekly Narrative
Papers and algorithms. Key signals included Qwen/Qwen3.8-27B (2 downloads); Interpretable MEG Decoding of Perceived Speech: Cortical Sources and the Stimulus Features That Drive Retrieval; moonshotai/Kimi-K3 (1,388,105 downloads); Interpretable MEG Decoding of Perceived Speech: Cortical Sources and the Stimulus Features That Drive Retrieval.
Models and products. Key signals included Qwen/Qwen3.8-27B (2 downloads); How we built a realtime system for responsive voice AI in six months; Mark Zuckerberg on releases; Qwen 3.8-27b coming this week.
Repositories and developer tools. Key signals included Third-party cyber evaluations involving OpenAI models; PrimeIntellect-ai/prime-agent — A self-improving RLM agent for coding workflows and long-running autonomous tasks.; stablyai/orca — Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available o...; PrimeIntellect-ai/prime-agent — A self-improving RLM agent for coding workflows and long-running autonomous tasks..
Discussions. Key signals included GLM 5.3 released: Frontier Coding with Emergent Cyber Capabilities; 2027 Memory Capacity Is Reportedly Sold Out; RTX 5090 96GB spotted on Alibaba?; IT'S OUT.
Repeated themes. The most persistent mentions were @MistralAI: 🛡️Introducing Shieldstral, Mistral’s 3B open-weights model for content safety that can be deployed on-device 🧵 http://mistral.ai/news/shieldstral; @DeepSeek_AI: 🚀 DeepSeek-V4-Flash Official API is now LIVE in public beta! 🔷 We’ve massively upgraded its Agent capabilities—benchmark scores are now far surpassing the V4-Pro-Preview. Check out the massive perform; @AnthropicAI: The UK’s @AISecurityInst (AISI) has published a report on their recent cybersecurity evaluation of Anthropic’s Claude Mythos 5 and OpenAI’s GPT-5.6 Sol. The models attempted to complete an assignment, which suggests these topics stayed visible across multiple daily runs.
Recurring Titles
- @MistralAI: 🛡️Introducing Shieldstral, Mistral’s 3B open-weights model for content safety that can be deployed on-device 🧵 http://mistral.ai/news/shieldstral — 7 days
- @DeepSeek_AI: 🚀 DeepSeek-V4-Flash Official API is now LIVE in public beta! 🔷 We’ve massively upgraded its Agent capabilities—benchmark scores are now far surpassing the V4-Pro-Preview. Check out the massive perform — 7 days
- @AnthropicAI: The UK’s @AISecurityInst (AISI) has published a report on their recent cybersecurity evaluation of Anthropic’s Claude Mythos 5 and OpenAI’s GPT-5.6 Sol. The models attempted to complete an assignment — 7 days
- @AnthropicAI: In a review of our cybersecurity evaluations, we found three incidents in which a Claude model reached the internet from within or while interacting with a third-party evaluation environment, and then — 7 days
- @karpathy: We're starting to leave the territory where you'd test an LLM by e.g. "create an svg of pelican on a bicycle". As one idea to generalize it, I was interested what Opus 5 would do if I gave it the firs — 7 days
- @karpathy: One pattern I find useful for working with LLMs is a nice long ramble session. Sometimes the LLM needs more bits to understand what you're trying to achieve, but you're too lazy to type them. In these — 7 days
- @ilyasut: Time to scale that SSI: — 7 days
- @ilyasut: 🇺🇸🦅250! — 7 days
- @ilyasut: It’s extremely good that Anthropic has not backed down, and it’s siginficant that OpenAI has taken a similar stance. In the future, there will be much more challenging situations of this nature, and i — 7 days
- @DarioAmodei: Today I'm publishing a new essay, Policy on the AI Exponential. AI is progressing extremely fast—much faster than the policy process was built to handle. The essay lays out where I think the technolog — 7 days
- @abacaj: Building isn’t a blocker anymore, it’s what to build and for who — 7 days
- @weights_biases: my agent babysits my training runs so I don't have to. — 7 days
- @weights_biases: hour 1: watching the loss curve hour 4: watching the loss curve hour 9: glancing at it from the couch hour 14: it's fine. it's probably fine. — 7 days
- @weights_biases: stared into the flatline until everything else converged out of respect. credit: @beyarkay — 7 days
- @weights_biases: six different charts all quietly confirming the run is fine and i am not. credit: @0rdlibrary — 7 days
- @AnthropicAI: We support this petition, signed by our CEO, several co-founders, and senior staff. Our own research on recursive self-improvement, published last month, points to the need for tools to deliberately p — 6 days
- @AnthropicAI: New Anthropic research: Discovering cryptographic weaknesses with Claude. Claude Mythos Preview has helped our researchers find weaknesses in cryptographic algorithms—the mathematical methods that are — 6 days
- @Alibaba_Qwen: The cloud was always a cat. Qwen3.8-Max just saw it first. 😼☁️ Try it yourself! — 6 days
- @Alibaba_Qwen: Thanks for the thorough testing! With Qwen3.8-Max, everyone can observe the world in detail. 👀 — 6 days
- larryvrh/MiniMax-H3-Turbo-Lora (0 downloads) — 6 days
- @sama: lol another one of the things i like most about openai is tibo — 6 days
- @sama: one of the things i like most about the openai team is how focused they are on our customers and users succeeding, and how much they celebrate it — 6 days
- danielmiessler/LifeOS — ⛰️A General Hill-climbing AI harness that helps you move from Current State to Ideal State in both Life and Work. — 5 days
- @GoogleDeepMind: We sat down with Apollo 2 to talk about what it's really like running on Gemini Robotics 2. 🤖 — 5 days
- @abacaj: I tried this model and it did worse than < 3B dense models in multiple tasks (nanbeige4.2-3B / LFM 2.6). It's definitely fast on m4 max > 200 tps, but not sure if it's ready yet for real use cases — 5 days
- @DeepSeek_AI: We are making our discount permanent! 🎉 Enjoy building with DeepSeek-V4-Pro and bring your innovative ideas to life! 🚀 — 5 days
- @DeepSeek_AI: The DeepSeek-V4-Pro discount has been extended until May 31, 2026, 15:59 UTC! — 5 days
- @weights_biases: respect to whoever decides train/global_step deserves a panel. someone has to track the steps. fit bit global_step. credit: @frances23398579 — 5 days
- NVIDIA-NeMo/Nemotron — Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models — 5 days
- CliMA/ClimaAtmos.jl — GPU-capable global atmosphere model of the CliMA Earth System Model, designed for calibration with data assimilation and machine learning — 5 days
- ZhuLinsen/daily_stock_analysis — LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs. — 5 days
- anthropics/claude-cookbooks — A collection of notebooks/recipes showcasing some fun and effective ways of using Claude. — 5 days
- semantica-agi/semantica — Graph-Native Infrastructure for Context and Accountable AI Systems — 5 days
- @AnthropicAI: We asked an unreleased research version of Claude to take a stab at the Riemann hypothesis. It didn’t solve it, but it did make strides on a related problem: it increased the lower bound for the fract — 5 days
- @sama: please consider using our models to help defend your systems — 5 days
- PrimeIntellect-ai/prime-agent — A self-improving RLM agent for coding workflows and long-running autonomous tasks. — 4 days
- @GoogleDeepMind: Predicting cyclones accurately can help save lives - and every hour of lead time counts. Published in @Nature, our AI model WeatherNext achieves state-of-the-art accuracy in forecasting a storm’s trac — 4 days
- @DeepSeek_AI: Pinned: 🔥DeepSeek Input Cache Price Drop! Effective immediately, the price for input cache hits across the ENTIRE DeepSeek API series is reduced to just 1/10th of the original price! Build more effici — 4 days
- @Alibaba_Qwen: A quick snapshot of where Qwen3.8-Max stands today: Qwen3.8-Max now ranks #5 on the Artificial Analysis Intelligence Index, and #1 on the Agentic Index!🥇 We'll keep pushing forward. 🚀 — 4 days
- @Alibaba_Qwen: Let's create with Qwen-Image-3.0-Pro on fal! 🎨 — 4 days
- google-deepmind/weathernext — 4 days
- Continual Learning in Transition — 4 days
- HandsOnLLM/Hands-On-Large-Language-Models — Official code repo for the O'Reilly Book - "Hands-On Large Language Models" — 4 days
- NVIDIA/cosmos — NVIDIA Cosmos is an open platform of world models, datasets, and tools that enables developers to build Physical AI for robots, autonomous vehicles, smart infrastructure, and more. — 4 days
- paperclipai/paperclip — The open-source app everyone uses to manage agents at work — 4 days
- @Alibaba_Qwen: 👀 Seeing is just the beginning. With Qwen-MM-Plugins, turn your favorite agent harness multimodal-native — read images, videos & documents, edit videos, work with 3D/CAD, and more. From multimodal mod — 4 days
- earendil-works/pi — AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI — 4 days
- stablyai/orca — Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and VPS. — 4 days
- macro-inc/macro — Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — @-linked together with shared AI memory. — 4 days
- cactus-compute/needle — 14MB foundation model for tiny devices; phones, wearables, smart home, and robots. — 4 days
- @MistralAI: ☁️Mistral is bringing together the inference infrastructure, open models, and long-term commitments Europe needs to control its AI future, and setting a roadmap for the world. 🧵: https://mistral.ai/ne — 4 days
- @abacaj: the models, they just want to think out loud — 4 days
- Flow-by-Flow:Content-Judgment Bypass for Governing AI Output in High-Loss Domains — 4 days
- Reproducing and Stress-Testing Two Approaches to LLM Reasoning Reliability: Test-Time Probability Aggregation and Logic-Representation Editing — 4 days
- Do Evaluation Metrics Detect Errors in Classical Chinese to English Translations? — 4 days
- Epistemic Transfer in AI-Assisted Verification: A Framework and Evaluation Protocol — 4 days
- Rethinking Medical Landmark Localization with Prototype Learning-based Progressive Offset Correction — 4 days
- Learning Preference Adaptation for Large Language Model Personalization via Verbal Reinforcement Learning — 4 days
- A foundation model of numerical intelligence with cross-disciplinary generalization — 4 days
- ATMA: Long-Context Language Modeling via Polar Attention and Gated-Delta Compression Memory — 4 days
- Decoding-Level Taboo: A Diagnostic Stress Test for LLM Robustness — 4 days
- google/skills — Agent Skills for Google products and technologies — 3 days
- TauricResearch/TradingAgents — TradingAgents: Multi-Agents LLM Financial Trading Framework — 3 days
- rtk-ai/rtk — CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies — 3 days
- @OpenAI: After evaluating one of our upcoming models, Astra, we're treating it as our first "critical" model for cybersecurity under our Preparedness Framework. This is a scenario we've planned for, and we're — 3 days
- @OpenAI: — 3 days
- @MistralAI: Mistral is announcing an expanded global strategic partnership with @Microsoft to give enterprises and regulated industries frontier AI they can control. As Mistral is expanding its AI compute capacit — 3 days
- @MistralAI: The Solutions team @MistralAI is hiring globally! If you’re entrepreneurial, hands-on, and want to shape how enterprises adopt AI, let’s talk. Apply: https://mistral.ai/careers/?utm_source=linkedin&ut — 3 days
- @mattshumer_: Claude Opus 5 is way better than people give it credit for. If you're using it like previous Claude models, it's going to suck. Two things make a huge difference: - Delete ALL your skills/MCPs/Claude. — 3 days
- @mattshumer_: For those who want to keep their skills while using Opus 5, here's a trick you can try (let me know how it goes): Write a loop (have a model do this!) that has Opus 5: - do a first update pass on your — 3 days
- @reach_vb: PSA: Usage limits reset across all paid plans for ChatGPT Work & Codex! Let the weekend token games begin!! — 3 days
- @BillyM2k: “whoops” claude says after it deletes a guy’s entire home directory — 3 days
- @abacaj: Those few words in serif italics are an obvious sign — 3 days
- harveyai/harvey-labs — A benchmark built to evaluate and improve agent capabilities for supporting legal work. — 3 days
- NirDiamant/GenAI_Agents — 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. — 3 days
- ethanfel/Qwen3-VL-32B-Ultra-Heretic-H3-ComfyUI-INT8-ConvRot (0 downloads) — 3 days
- karpathy/nn-zero-to-hero — Neural Networks: Zero to Hero — 3 days
- stanfordnlp/dspy — DSPy: The framework for programming—not prompting—language models — 3 days
- @reach_vb: “a fool with a tool is still a fool” there has never been a better time to consume content, learn best practices and figure out what’s worth pursuing build a strong body of experience through experime — 3 days
- @reach_vb: works remarkably well for your career and life too - be candid to a fault! — 3 days
- @BillyM2k: what’s your next big trip? — 3 days
- vitali87/code-graph-rag — The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs — 3 days
- patchy631/ai-engineering-hub — In-depth tutorials on LLMs, RAGs and real-world AI agent applications. — 3 days
- stefan-jansen/machine-learning-for-trading — Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution. — 3 days
- DataTalksClub/llm-zoomcamp — LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base. — 3 days
- Liquid4All/cookbook — Examples, end-2-end tutorials and apps built using Liquid AI Foundational Models (LFM) and the LEAP SDK — 3 days
- Lordog/dive-into-llms — 《动手学大模型Dive into LLMs》系列编程实践教程 — 3 days
- Small Foundation Models of Human Cognition and Behaviour — 3 days
- @OpenAI: We’re expanding our cybersecurity initiative Daybreak and introducing GPT-5.6-Cyber, a new model for advanced, authorized cybersecurity work. As the threat landscape evolves, we’re putting frontier in — 3 days
- datawhalechina/happy-llm — 📚 从零开始构建大模型 — 3 days
- @simonw: Claude Haiku is my current least favorite model - it hallucinates wildly, and is out-performed now by other similarly priced models like GPT-5.6-Luna Even worse: it seems to still be used by the Claud — 3 days
- meta-models/Muse-Glimmer-30B (0 downloads) — 3 days
- Automated item evaluation: Predicting item acceptance and rejection using LLM-generated critiques — 3 days
- bioMoR: Biology-Guided Mixture-of-Recursions for Effective Genomic Learning — 3 days
- CoBa: Cost-Effective Test-Time Scaling via Compute-Balanced Routing — 3 days
- TEPA: Revoking Stale Memories for Conflict-Robust Language Agents — 3 days
- ED-CSP: Crystal Structure Prediction from Electron Diffraction — 3 days
- SCALE: Scientific Concept Aggregation via LLMs and Embeddings for Fine-Grained Taxonomy Extension — 3 days
- A Physics-Inspired Classical Digital Twin of Cortical Dynamics: A Band-Stratified Metriplectic Port-Hamiltonian Neural Network Learned from Brain-Computer-Interface EEG — 3 days
- Latent Fact-Checking: Detecting Misinformation through Activation Engineering — 3 days
- RibAssist 3D: Biplanar Rib-Fracture Detection, Addressing, and Selective 3D Localization from CT-Derived Projections — 3 days
- GoogleCloudPlatform/generative-ai — Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform — 3 days
- anthropics/skills — Public repository for Agent Skills — 3 days
- shiyu-coder/Kronos — Kronos: A Foundation Model for the Language of Financial Markets — 3 days
- Thought-Level Beam Search for Reasoning — 3 days
- Mitigating Gender Bias in English to Romanian Machine Translation — 3 days
- From Inaudible Inputs to Model Failures: Low-Frequency Safety Risks in LALMs — 3 days
- Parameter Exploration for RLVR via Variational Learning — 3 days
- Short-term load forecasting under EU-AI Act Requirements in Safety-Critical Environments: Results from a 41-day live challenge on the aggregated German transmission-grid load — 3 days
- In-context superposition: human-like working memory interference in large language models — 3 days
- Dimensional Balance Improves Large Scale Spatiotemporal Prediction Performance — 3 days
- Explicit Boundary Markers for Subword Vocabularies — 3 days
- Large language models reorganize representational geometry during in-context learning — 3 days
- A Constitution-Grid Instrument for Data-Efficient RL Alignment (C-Guard) — 3 days
- DREAM Technical Report — 3 days
- QwenLM/Qwen3-VL — Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud. — 3 days
- cocoindex-io/cocoindex — Incremental engine for long horizon agents 🌟 Star if you like it! — 3 days
- unslothai/unsloth — Local UI to run and train LLMs and diffusion models, including Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, DeepSeek-V4, FLUX and more. — 3 days
- hugohe3/ppt-master — AI turns documents or topics into real, native PowerPoint decks—with native shapes, transitions and animations, data-backed charts and tables on demand, audio narration from speaker notes, and support for your own .pptx templates. · by Hugo He — 3 days
- holaboss-ai/holaOS — Open-source All in One AI agent workspace. Run any agent — Claude Code, Codex — across your tools (100+ integrations + MCP), apps, browser, and files, with shared memory. Built-in models or BYOK. — 3 days
- Reference-Free Post-Training of Open Large Language Models for Multilingual Machine Translation — 3 days
- @GoogleDeepMind: SL2T is our breakthrough sign language-to-text model powering new features for Deaf and hard of hearing users on @Android. Starting with American Sign Language-to-English on Pixel 11, people can sign — 3 days
- From Reasoning Depth to Reasoning Breadth: Evaluating Multi-Point Associative Reasoning in Large Language Models — 3 days
- Surfacing the Unsaid: CUE-Bench for Affective Stance in Chinese Discourse — 3 days
- Templated or fully Synthetic? Prompt construction as a confound in measuring LLM political stance beyond writing assistance — 3 days
- ENTLORE: A Graph-Grounded Benchmark for Latent Organizational Reasoning in Enterprise Question Answering — 3 days
- Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization — 3 days
- Multimodal QUD: Inquisitive Questions from Scientific Figures — 3 days
- FinEvolveBench: A Benchmark for Self-Evolving Agents on Low-Repetition Tasks with Implicit Rewards — 3 days
- Logit-Boundary Geometric Belief Interfaces and Sparse Sheaf-Enclave Protocols: A Self-Contained Substrate for Secure Network Electronic Health Record (EHR) Interoperability — 3 days
- Beyond Fixed Luminance: Towards Panchromatic and Orthochromatic Image Colorization — 3 days
- BoundaryML/baml — The programming language for agents — 3 days
- Lightricks/LTX-2 — Official Python inference and LoRA trainer package for the LTX-2 audio–video generative model. — 3 days
- chiphuyen/aie-book — [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025) — 3 days