Quesma Releases OTelBench: Independent Benchmark Reveals Frontier LLMs Struggle with Real ...

New benchmark shows top LLMs achieve only 29% pass rate on OpenTelemetry instrumentation, exposing the gap between ...
InfoQ

Are You Missing a Data Frame? The Power of Data Frames in Java

Vladimir Zakharov explains how DataFrames serve as a vital tool for data-oriented programming in the Java ecosystem. By ...
InfoQ

Pandas 3.0 Introduces Default String Dtype and Copy-on-Write Semantics

The pandas team has released pandas 3.0.0, a major update that changes core behaviors around string handling, memory ...

5 Linux servers that let you ditch the public cloud and reclaim your privacy - for free

5 Linux servers that let you ditch the public cloud and reclaim your privacy - for free ...
Communications of the ACM

Formal Reasoning Meets LLMs: Toward AI for Mathematics and Verification

Print Join the Discussion View in the ACM Digital Library The mathematical reasoning performed by LLMs is fundamentally different from the rule-based symbolic methods in traditional formal reasoning.
腾讯网

软件工程原则在多智能体系统中的应用：分层与解耦

点击上方“Deephub Imba”,关注公众号,好文章不错过 !ChatGPT 发布之后，AI 智能体的概念就一直牵动着整个行业的想象力。它描绘的场景很诱人：给 AI 系统一个目标，让它自行拆解问题、调用工具、收集信息，最终综合出结果。围绕这个概念的框架生态已经相当拥挤了：LangChain、CrewAI、AutoGen、Semantic Kernel、Agent ...
腾讯网

当 AI 开始写 80% 的代码，架构才是真正的护城河

作者 | Patrick Farry译者 | 田橙GitHub CEO Thomas Dohmke 近日发出了一则措辞严厉的警告：“要么拥抱 AI，要么离开这个职业。”但所谓拥抱 AI，并不只是使用代码自动补全工具那么简单。它意味着我们核心能力的一次转移——从对语法的熟练掌握，转向系统思维（Systems Thinking），学会把问题不断拆解，直到小到可以交由 ...