DeepSeek Open-Sources Agent Framework Harness, OpenAI Launches GPT-5.6 Ultrafast

APPSO · wechat · 2026-08-14

DeepSeek Harness Preview Released

DeepSeek launched DeepSeek Harness v0.1, an open-source MIT-licensed Agent framework allowing free combination of models, tools, and sandboxes via plugins. It hit 24k GitHub stars in an hour.

OpenAI GPT-5.6 Update & Ultrafast Mode

ChatGPT introduced "Computer History" for cross-app context retention.
OpenAI previewed Ultrafast service tier powered by Cerebras, boosting GPT-5.6 Sol inference speed by 14x (up to 750 tokens/s).

Google Gemini 3.7 Flash Released

The new model focuses on coding and multi-step agent tasks, outperforming its predecessor in benchmarks. API priced at $0.75/M input tokens.

Industry Dynamics & Company News

Anthropic: Investors bet its fall IPO valuation could exceed $2 trillion, projecting annualized revenue to reach $100B+ by end of 2026.
SSI (founded by Ilya): Rumored to be developing a small real-time learning inference engine based on Test-Time Training (TTT).
YC CEO: Encourages founders to adopt a "Tokenmaxxing" strategy, heavily investing in AI tokens to experience future AI capabilities ahead of time.
Xiaomi: HyperOS 4 Beta opens recruitment; Super Xiao'ai 2.0 integrates an expert mode capable of invoking system and third-party apps.
Lenovo: Q1 revenue hit a record $26.9B, with AI server order backlog surging 157% sequentially.
X (formerly Twitter): Open-sourced the "For You" recommendation algorithm core and is testing a transparency tool for users to view visibility labels.

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