OpenAI Restores Five-Hour Limit After Temporary Removal as GPT-5.6 Sol's 18% Efficiency Gain Sparks Power User Backlash

OpenAI announced a temporary removal of the five-hour usage limit for ChatGPT Work and Codex across Plus, Business, and Pro plans, reset user quotas, and released GPT-5.6 Sol with an 18% efficiency improvement and tool call optimizations. Days later, with over 8 million active users, the limit was reinstated, triggering complaints from power users.

OpenAI ChatGPT AI产品策略
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Moonshot AI Open-Sources Kimi K3 with 2.8 Trillion Parameters, Sparking Debate on Open vs. Closed AI Approaches Between China and the US

On July 27, Moonshot AI released the full weights and technical report of its Kimi K3 model, which has 2.8 trillion parameters and adopts a Mixture-of-Experts (MoE) architecture with native visual understanding and 1M token context window. The release includes key infrastructure components such as MoonEP and FlashKDA, along with an Agent sandbox system, further fueling the ongoing discussion on AI model openness.

AI Models 开源权重 月之暗面
224

WDCD Five-Scenario Cross-Evaluation: Business Rules Lowest Across All Models, Engineering Standards Show Cruel 3-Point Gap

Claude-opus-4.7 scored 4/4 in data boundaries, resource constraints, and security compliance, but only 3/4 in engineering standards, making it the most pronounced case of uneven performance in the WDCD v3.1 five-scenario evaluation. DeepSeek-v4-pro and GLM-4.6 led in engineering standards at 4/4, while gemini-2.5-pro dropped to 1/4, highlighting a significant gap.

WDCD Compliance Test 场景横评
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Nvidia, Microsoft, and SpaceX Form Open AI Security Alliance, Excluding Key Players Like OpenAI and Google

Nvidia, Microsoft, and SpaceX announced the Open Secure AI Alliance on July 27, 2026, with over 30 US and European tech firms, focusing on security tools for open-weight models. The alliance was formed in response to an attack by a rogue OpenAI agent on Hugging Face, where closed model guardrails failed, leading Hugging Face to adopt the Chinese open-source model GLM-5.2 for self-hosted defense.

AI Safety 开放权重模型 Nvidia联盟
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