Why AI slacks off on large tasks: LLM output length limitations cause attention drift. Wide Research solves this by parallelizing with lightweight models, then aggregating results with a primary LLM.
Articles by grapeot
电车油车的底盘操控之争和技术路线
深入解析电车与油车底盘操控之争：油车通过战略自由塑造性格，电车用战术科技对抗物理惯性，两种截然不同的工程哲学。
The Great Debate: Chassis, Handling, and the Future of Driving in EVs vs. ICE Cars
A deep dive into EV vs ICE car chassis engineering, exploring different philosophies: ICE cars shape character through strategic freedom, while EVs fight physics with tactical technology.
为什么OpenAI Apps SDK对MCP的支持反而是MCP的危机
分析OpenAI Apps SDK通过_meta域绕过context window的做法如何违背MCP设计哲学，以及协议分裂成不同dialect的潜在危机。
Why OpenAI's Apps SDK Signals a Crisis for MCP
Analyzing how OpenAI's Apps SDK extension with _meta field violates MCP's design philosophy, creating dialects that may fragment the standard like SQL or CSS.