Magic搭 Community Collaborates with vLLM and FastChat to Provide Efficient LLM Inference and Deployment Services


Anthropic extends paid access to Claude Fable5 from July 12 to July 19, usage counting as half weekly limit and free. Claude Code rate cap remains 50% above normal until July 19, reverting to standard when quota ends or window closes.....
At the 2026 Worldwide Developers Conference, Apple announced a new strategy: developers with less than 2 million downloads can freely access its private cloud foundation models without paying API fees. This move continues Apple's tradition of supporting independent developers, with a threshold consistent with the "Small Business Program" commission reduction policy, aiming to lower AI infrastructure costs.
Academic team releases OpenSeeker-v2, breaking industry dominance in deep search. It achieves top-tier agent capabilities with high-quality data, bypassing resource-heavy pipelines (pretraining, CPT, SFT, RL), offering a new paradigm for LLMs.....
Google announced that the Gemini 3 Pro Preview version will be discontinued starting March 9. Developers are advised to migrate to the Gemini 3.1 Pro Preview as soon as possible. Users who use the -latest alias will automatically switch to the new version starting March 6, and the old version will be completely retired after March 9 to avoid service interruption. This adjustment has drawn attention from the developer community.
Andrej Karpathy used AI to automatically score 930 Hacker News discussions from 2015, demonstrating AI's ability to analyze historical public discourse and prompting reflection on future online discussion quality.....