什么是 IBM？

Scalable enterprise AI adoption hinges not on LLMs alone but on 'agent logic'—software primitives like knowledge graphs and program analysis that guide LLMs to execute tasks precisely, cutting token usage by 30x while boosting accuracy.

2026 will be the year of AI Harness. Using engineering methods like guardrails, validation, and automation processors, unreliable AI Agents can be transformed into stable, controllable systems without modifying Prompts, marking key infrastructure for AGI.

IBM Granite时间序列集成方法通过组合四个互补模型实现无需训练的鲁棒预测，提供分位数输出和默认配置。

CoreWeave推出SUNK新功能，简化AI研究集群构建，提升训练效率。

IBM Granite Switch 4.1通过集成决策适配器和语音模型，实现多任务处理，提升效率。

The Open Group官方认证的UNIX系统列表包含IBM AIX、z/OS及HP-UX等产品，认证确保系统符合单UNIX规范并提供跨平台兼容性。

IBM发布3.85亿参数的Granite Time Series PatchTST-FM-r2模型，支持零样本预测且采用Apache 2.0/OpenMDW 1.0双许可，在GIFT-Eval基准测试中位列第二。

IBM与Confluent合作的时间序列模型实现工业实时智能决策，单点准确性提升可节省数百万成本，无需数据科学团队即可部署。

CIO需通过混合云和开源策略确保系统可用性，Red Hat的Lightwell项目推动供应链安全。

DRI是人类独有的责任角色，AI代理不应承担项目成败的最终责任。

CUGA 是 IBM 开发的轻量级代理框架，通过提供工具和状态管理，简化了构建代理应用的过程。

ITBench-AA is a new benchmark series evaluating models on agentic enterprise IT tasks, starting with Site Reliability Engineering tasks where frontier models score below 50% on ITBench-AA's SRE tasks benchmark model performance on Kubernetes incident response, where models and agents must diagnose live systems by reading logs, tracing dependencies, and identifying root-cause entities across complex infrastructure.

AI harnesses are key tools for ensuring system reliability.

市场结束动作可以通过合并竞争对手、收购关键供应商、签订关键分销协议等方式来赢得市场。

This article systematically explains the protocol, definitions, and error handling of tool calling in AI agents, emphasizing the importance of the tool layer in production environments.

自动化系统自1979年起已参与管理决策，但推卸责任的论调仍存在。

MIT和IBM在20世纪50年代开发的SAGE系统是早期自动化决策先驱，现代自动化系统已广泛应用于管理决策领域。

文章讨论了欧洲热浪对电网的影响及IBM芯片技术的进展，但信息密度较低，缺乏深度分析。

Yielding at crosswalks does not constitute traffic command and should not bear liability for compensation. False information and marketing strategies exploiting public anxiety on social media need to be警惕ed. Trust and kindness are important lubricants for maintaining social order and interpersonal relationships.

IBM proposed eliminating the TAB key navigation function but failed to gain support due to lack of practical significance and user demand.

NASA与IBM合作开发AI模型用于探测月球冰资源，但文章缺乏技术细节与工程实践说明。

文章探讨AI对基础设施即代码(IaC)的影响，但内容未展开技术细节，仅提供初步观点。