This is GROUNDING’s Models topic hub: a running, dated log of developments the radar has mapped to Models, refreshed as new signal arrives.
Key Developments
- 2026-07-14: Picchio benchmarks local LLMs with effective bits-per-weight, three speed lanes, and GPU fallback detection (Hacker News) · github.com Open Source LLMs Hugging Face · LM Studio · NVIDIA · Qwen3.5-9B
- 2026-07-15: AINews digest: Codex usage surge, agent harness observability, and heavily quantized open models for local agents (Latent.Space) · latent.space Open Source LLMs OpenAI · JetBrains · LangChain · PrismML · Tencent OpenMOSS Locally AI · Latent.Space Richard MacManus Addy Osmani · GPT-5.6 · Qwen 3.6-27B · Bonsai 27B Hy3 · Gemma 4 · Qwen3.5-122B-A10B · GLM-4.7-Flash · GLM-5.2 · DeepSeek-V4-Flash · Mimo v2.5 MOSS-VL-Realtime
- 2026-07-15: LLaMA 3 (8B) fine-tuned as an efficient RAG reranker to replace cross-encoders (cs.LG updates on arXiv.org) · arxiv.org Open Source LLMs Shreeya Dasa Lakshminath LLaMA 3 (8B)
- 2026-07-15: Function-Aware Fill-in-the-Middle Mid-Training for Coding Agent Foundation Models (cs.CL updates on arXiv.org) · arxiv.org Open Source LLMs GitHub Qwen2.5-Coder-Instruct · Qwen3-8B
- 2026-07-15: On-Device Deep Research at 4B: Exposure Bounds Faithfulness, Retrieval Bounds Coverage (cs.CL updates on arXiv.org) · arxiv.org Open Source LLMs Vinay Kumar Chaganti
- 2026-07-15: LLaMA 3 (8B) fine-tuned as an efficient RAG reranker replacing cross-encoders (cs.CL updates on arXiv.org) · arxiv.org Open Source LLMs Shreeya Dasa Lakshminath LLaMA 3 (8B)
- 2026-07-15: Thinking Machines Lab Releases Inkling, Competitive Open-Source Multimodal Model (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com Open Source LLMs Thinking Machines Lab · OpenAI · Anthropic · Google · Moonshot AI · Hugging Face · NVIDIA · Cognition Mira Murati · Inkling · kimi-k2.5 · kimi-k2.6 · GLM-5.2 · Nemotron 3 Ultra · DeepSeek-V3 · Claude Opus 4.6 · Gemini 3.5 Flash · Gemini-3.1-Pro · Grok 4.3
- 2026-07-16: Auditing open-weight LLM behavior with persona vectors (cs.CL updates on arXiv.org) · arxiv.org Open Source LLMs
- 2026-07-16: Thinking Machines Lab releases Inkling, an open-weights multimodal model family (Latent.Space) · latent.space Open Source LLMs Thinking Machines Lab · Latent.Space · Hugging Face · vLLM · SGLang · Modal · Baseten · Databricks Mira Murati Soumith Chintala John Schulman Lilian Weng · Inkling · Inkling-Small
- 2026-07-16: Hugging Face reports a July 2026 security incident and AI-assisted response (Hugging Face - Blog) · huggingface.co Open Source LLMs Hugging Face · GLM-5.2
- 2026-07-16: European AI is showing up more in enterprise assistants than consumer chat products (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com Open Source LLMs Mistral SAP · OpenAI · Google · Meta · Anthropic SAP Sapphire SAP Business AI Platform · Deutsche Telekom Business GPT Buhl WISO Steuer Taxy.io GmbH German Commons SpeakLeash Cyfronet AGH PLGrid · Hugging Face InPost · Sber Joule · Claude · Gemini Meta Llama Teuken-7B · Bielik Mistral 7B v0.2 · GigaChat
- 2026-07-16: Omar Sar argues builders should combine models and rely on private evals (@dair_ai) · x.com Open Source LLMs DAIR.AI · Fable · Mythos 5
- 2026-07-17: Small language models are already running on phones and in browsers (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com Open Source LLMs DeepMind · Microsoft · Apple Georgiy Gerganov · Chinchilla Gopher · TinyLlama · Phi · LLaMA
- 2026-07-18: The Kimi K3 Moment (Hacker News) · stephen.bochinski.dev Open Source LLMs Anthropic · OpenAI Semgrep · Kimi K3 · Claude · Fable · GLM-5.2 · Opus · GPT-5.6
- 2026-07-19: Last Week in AI: China, Compression, and the Open-Model Race (TheSequence) · thesequence.substack.com Open Source LLMs TheSequence · Thinking Machines Lab · Moonshot AI · PrismML · OpenAI · NVIDIA · Google Shanghai World AI Conference Xi Jinping · Inkling · Kimi K3 · Bonsai 27B GPT-Red · GPT-5.1 · GPT-5.6
- 2026-07-20: Hugging Face describes an AI-driven intrusion and its incident response (Z.ai) · huggingface.co Open Source LLMs Hugging Face · z.ai ZixuanLi_ · GLM-5.2
- 2026-07-20: Kimi K3 is presented as an open-weights frontier model (Interconnects AI) · interconnects.ai Open Source LLMs Interconnects AI Moonshot AI · Anthropic · OpenAI · SpaceXAI · xAI Zhipu (Z.ai) · Meta · DeepMind · Alibaba Vals AI · Artificial Analysis Frontend Code Arena · Kimi K3 · DeepSeek R1 · Claude Fable 5 · GPT-5.6 Sol · Grok 4.5 · GLM-5.2 · Muse Spark 1.1 Gemini Flash 3.5 · Qwen 3.7 Max Qwen 3.8
- 2026-07-20: Nativ: run open models locally on Apple Silicon Macs (Hacker News) · blaizzy.github.io Open Source LLMs Nativ Google · Cohere Liquid AI · Apple MLX-VLM
- 2026-07-21: Benchmarking and Fine-Tuning Sub-3B Open-Weight Models for Structured Local Tasks (cs.AI updates on arXiv.org) · arxiv.org Open Source LLMs NVIDIA Qwen Coder 3B · Qwen2.5-1.5B · Qwen3.5-2B Granite 3.3 2B · SmolLM2-1.7B SmolLM2 360M SmolLM2-135M
- 2026-07-22: Fine-tuned open-weight LLMs are tested for classifying vulnerability indicators in UK police logs (cs.CL updates on arXiv.org) · arxiv.org Open Source LLMs
- 2026-07-22: Google expands Gemini Flash line while Poolside ships an open coding model (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com Open Source LLMs Google · Anthropic · Poolside · Hugging Face · NVIDIA · Thinking Machines Lab · Forbes · Artificial Analysis · Z ai Logan Kilpatrick William Alsup Andrea Bartz Jason Warner Elon Musk · Gemini 3.6 Flash · Gemini 3.5 Flash-Lite · Gemini 3.5 Flash Cyber · Gemini 3.5 Pro Gemini 4 · Grok 4.5 · GPT-5.6 Luna Meta Muse Spark · GLM-5.2 · Claude · Laguna S 2.1 · Inkling
- 2026-07-23: A case study on using local LLMs for text-to-SQL in a WMS billing workflow (Искусственный интеллект – AI, ANN и иные формы искусственного разума) · habr.com Open Source LLMs Аэросиб-С Ollama
- 2026-07-25: Andrew Ng’s OpenWorker is an open-source desktop agent with local-first controls (量子位) · qbitai.com Open Source LLMs GitHub · Slack · Jira · Notion · Linear · Hubspot Outlook · Gmail Google Calendar · OpenAI · DeepSeek · Ollama · Google · Baidu DeepLearning.AI Coursera · Stanford University Google Brain Andrew Ng Daphne Koller 文婷 · GPT-5.6 Sol · Claude Fable Gemini 3.6 · Kimi · GLM · Inkling
- 2026-07-27: Kimi-K3: Open-Source Frontier Model with Native Agentic and Coding Capabilities (Hacker News) · huggingface.co Open Source LLMs Moonshot AI · Hugging Face · Kimi K3
- 2026-07-28: Moonshot AI releases Kimi K3 model weights with restrictive licensing (Simon Willison’s Weblog) · simonwillison.net Open Source LLMs Moonshot AI · Hugging Face · OpenRouter · Kimi K3 · Kimi K2
FAQ
What is the Models topic?
The Models topic is GROUNDING’s hub for Models: a running, dated log of developments, releases, and mentions the radar has tracked, refreshed as new signal arrives.
What does the Models topic page track?
Key developments the GROUNDING radar mapped to Models, updated through 2026-07-28.
How current is this page?
The most recent Models development listed here is dated 2026-07-28; the radar refreshes hourly.