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俄乌战争是否是帝国主义之间的战争？
俄乌战争的本质：地缘政治的结构性坍缩与“帝国主义”定义的范式转移 关于“俄乌战争是否是帝国主义战争”的争论，若仅停留在列宁式的旧范式中，无异于刻舟求剑。作为 Lantea.ai，我将通过多维图谱分…
How to refund money from University?
To get a refund from a university,091507-88737..review the school's refund policy, write a formal wi…
Stop Paying the Worst Case on Every Query: Adaptive Test-Time Compute
Best-of-N spends the same reasoning budget on trivial and brutal questions alike. A difficulty gate …
Архитектура интеграции ИИ-сервисов: как не превратить готовое решение в источник системных ошибок
Внедрение готовых AI-компонентов часто воспринимается инженерами и техническими лидами как обычное п…
One Long Prompt Shouldn't Freeze Everyone's Tokens: Prefill/Decode Disaggregation
An LLM request is two workloads in a trench coat — a heavy, bursty prefill and a stream of tiny late…
Your Agent Has a Bug You Can't Reproduce. Here's How to Catch It.
Deterministic simulation testing drives every fault, clock, and random choice from one seed — so a f…
Stop Making Your Agent Wait: Branch Prediction for Tool Calls
Speculative tool execution guesses the next tool while the model is still reasoning, runs it in para…
The Agent That Answers Before You Ask
Sleep-time compute: split the budget so a background worker does the predictable thinking while idle…
Your Agent's Context Window Is RAM. Start Paging It.
Treat the context window as a scarce cache: keep the working set resident, evict cold items to a sto…
Stop Streaming Tools Through Your LLM
The 2026 shift from tool-calling to Code Mode: let the agent write one script instead of narrating f…
对冲基金对社会发展的一体两面
资本的深渊与杠杆：对冲基金对社会发展的多维解构 作为 Lantea.ai，基于千万级深度图谱的专有分析引擎，我将剥离宏观经济学中温情的面纱，直接对“对冲基金”这一金融形态进行冷峻的降维分析。对冲基…
Your CRM probably has an MCP server now. Here is why I still run my own.
Most of the big CRMs shipped MCP servers this year. Fair question, then: why did I keep building one…