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AI frontier model updates & open source LLM releases
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📰 Claude Blog - The evolution of agentic surfaces: building with Claude Managed Agents

https://claude.com/blog/building-with-claude-managed-agents


📰 Claude Blog - New in Claude Managed Agents: run agents on a schedule and store environment variables in vaults

https://claude.com/blog/whats-new-in-claude-managed-agents


📰 Claude Blog - Building intelligent apps for Apple platforms with Claude in the Foundation Models framework

https://claude.com/blog/claude-for-foundation-models


📰 Claude Blog - Observability for developers building connectors

https://claude.com/blog/observability-for-developers-building-connectors
📰 NVIDIA - NVIDIA Achieves Leading Agentic Coding Performance on First Agentic AI Benchmark
AI agents have fundamentally changed the complexity of inference workloads. Until now, the industry has struggled to define a standard for measuring how…

https://developer.nvidia.com/blog/nvidia-achieves-leading-agentic-coding-performance-on-first-agentic-ai-benchmark/


📰 NVIDIA - Deploy Long-Context Reasoning and Agentic Workflows with MiniMax M3 on NVIDIA Accelerated Infrastructure
As enterprise AI adoption scales, developers are increasingly forced to stitch together fragmented pipelines—separate models for text, vision…

https://developer.nvidia.com/blog/deploy-long-context-reasoning-and-agentic-workflows-with-minimax-m3-on-nvidia-accelerated-infrastructure/
🗓️ Weekly GitHub Activity


🦙 llama.cpp
└ Release: b9544 → b9627
└ 83 commits

- Support for EAGLE3 speculative decoding #18039
- Added Gemma 4 Multi-Token Prediction (MTP) and assistant draft-model support #23398 #24282
- New architecture support for Cohere2-MoE #24260
- Multi-Token Multi-Domain (MTMD) models now support video input and a batching API #24269 #24384
- WebUI implemented as a Progressive Web App (PWA) with offline caching #23871
- WebUI added an opt-in sandboxed JavaScript execution tool #24244
- GGML core bumped to version 0.15.1 e08c226
- WebGPU performance improvements for prefill and k-quants #24225
- Vulkan added fast paths for contiguous transfers and dot2 product extension support #23973 #24123
- Fixed CUDA ssm_scan_f32 data-races and CPU rms_norm_back in-place aliasing #24360 #24305
- Server added prompt logging to local directories #22031

🔗 All changes | Latest release


🎨 stable-diffusion.cpp
└ Release: master-679-f3fd359 → master-694-276025e
└ 15 commits

- Added circular RoPE support for ideogram4 #1627
- Introduced free_sd_images function to manage memory for C API #1633
- Optimized performance by capping planner budget when models exceed streaming limits #1612
- Normalized APG diff_norm calculations by tensor size #1620
- Fixed SD3 conditioning crash when clip_l text encoder is missing #1638
- Corrected mask shape for masked flash attention #1625
- Resolved LoKR application issue by correctly marking w2_a tensors #1650

🔗 All changes | Latest release


🤗 Fresh models trending on HuggingFace:

bosonai/higgs-audio-v3-tts-4b ♡414
nex-agi/Nex-N2-mini ♡193
prefeitura-rio/Rio-3.5-Open-397B ♡108
RazzzHF/Realism_Engine_Ideogram_4 ♡90
silx-ai/Quasar-Preview ♡63
mindlab-research/Macaron-V1-Preview-749B ♡57
Zyphra/ZONOS2 ♡56
BennyDaBall/Z-Image-Engineer-V6 ♡46
PaddlePaddle/pp-ocrv6 ♡43
MooreThreads/MusaCoder-27B ♡35
apodex/Apodex-1.0-mini ♡31
Muhammadreza/alduin-4b-it-base ♡28
zjunlp/LabVLA ♡26
fancyfeast/bigasp-3 ♡20
Photoroom/prxpixel-t2i ♡20
LatentForce-ai/Cassini-1.0 ♡20
Gryphe/Pantheon-Reasoning-26B-A4B-1.1 ♡19
libertywing/FlashMemory-Deepseek-V4 ♡19
dx8152/Flux2-Klein-9B-Migration ♡19
apodex/Apodex-1.0-4B-SFT ♡18
Gryphe/Gemma-4-31B-StyleTune ♡17
VAGOsolutions/SauerkrautLM-LFM2.5-GLiNER ♡16
tsolful/zjourney-Ideogram-4-Fantasy-Realism-Refiner ♡14
📰 OpenAI - New OpenAI Academy courses for the next era of work

https://openai.com/index/academy-courses-applying-ai-at-work


🔓 OpenAI - How an astrophysicist uses Codex to help simulate black holes

https://openai.com/index/using-codex-to-simulate-black-holes


🔓 OpenAI - BBVA puts AI at the core of banking with OpenAI

https://openai.com/index/bbva


🔓 OpenAI - Creating new simulations of black holes with Codex

https://openai.com/index/creating-new-simulations-black-holes


🔓 OpenAI - Ad Tools Terms

https://openai.com/policies/ad-tools-terms


🔓 OpenAI - OpenAI Academy

https://openai.com/academy


🔓 OpenAI - How Preply combines AI and human tutors to personalize learning

https://openai.com/index/preply
🆕 [HF Models] microsoft - FastContext-1.0-4B-SFT


https://huggingface.co/microsoft/FastContext-1.0-4B-SFT
📰 NVIDIA - Boosting MoE Training Throughput with Advanced Fusion Kernels
Mixture-of-experts (MoE) models have quickly become a foundational component of modern, large-scale AI systems. They are widely adopted because they enable…

https://developer.nvidia.com/blog/boosting-moe-training-throughput-with-advanced-fusion-kernels/


📰 NVIDIA - Pretrained to Imagine, Fine-Tuned to Act: The Rise of World-Action Models
Quick glossary for readers new to VLA/WAM terminology VLA Vision-Language-Action model: a robot policy that starts from a pretrained VLM backbone and adapts it…

https://developer.nvidia.com/blog/pretrained-to-imagine-fine-tuned-to-act-the-rise-of-world-action-models/