AI Today: OpenAI deploys to Pentagon with surveillance, weapons…
NVIDIA hits $68.1B quarterly revenue while telecom AI-RAN deployments go live at scale.
NVIDIA's dominance in the AI infrastructure race widened dramatically: record fourth-quarter revenue of $68.1 billion (Feb 28) represents a 73% year-over-year surge and 20% sequential growth, cementing the chip maker's stranglehold on the hardware layer. But money alone doesn't tell the story. The real momentum is in deployment velocity. NVIDIA and telecom partners are moving AI-RAN from lab trials to commercial field deployment (Mar 1), with T-Mobile, SoftBank, and IOH hitting implementation milestones. Over 20 AI-RAN Alliance demos powered by NVIDIA platforms will showcase at Mobile World Congress, signaling that software-defined, AI-native 5G infrastructure is no longer theoretical.
Complementing this hardware-to-deployment pipeline, NVIDIA released open-source Nemotron telco reasoning models and agentic AI blueprints (Mar 1) to help operators like Cassava Technologies, NTT DATA, and Telenor Group build self-managing networks. Meanwhile, scale at the application layer is exploding: Clay runs 300 million AI agent runs monthly (Mar 1) using LangChain's LangSmith for observability and cost tracking—achieving 99-99.5% cost reconciliation accuracy across multi-provider deployments. On the voice front, MiniMax released Speech 2.6 (Mar 2), the latest iteration of its voice model powering ChatGPT's advanced voice mode, LiveKit, and YC-backed platform Vapi. Finally, [OpenAI formalized a…
Also: OpenAI: Our agreement with the Department of War.
NVIDIA Announces Financial Results for Fourth Quarter and Fiscal 2026
NVIDIA Announces Financial Results for Fourth Quarter and Fiscal 2026. NVIDIA (NASDAQ: NVDA) today reported record revenue for the fourth quarter ended January 25, 2026, of $68.1 billion, up 20% from the previous quarter and up 73% from a year ago.
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Our agreement with the Department of War
OpenAI announced a classified AI deployment agreement with the Department of War that includes three safety red lines: no mass domestic surveillance, no autonomous weapons direction, and no high-stakes automated decisions. The deployment uses cloud-only architecture with OpenAI's safety stack maintained and cleared personnel in the loop.
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NVIDIA and Partners Show That Software-Defined AI-RAN Is the Next Wireless Generation
NVIDIA and partners demonstrate AI-RAN field trials moving from lab to commercial deployment, with major telecom operators like T-Mobile, SoftBank, and IOH achieving key implementation milestones. Over 20 AI-RAN Alliance demos powered by NVIDIA platforms will showcase at Mobile World Congress, highlighting the shift toward software-defined, AI-native 5G and ...
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How Clay uses Lang Smith to debug, evaluate, and monitor 300 million agents runs per month
Clay, a go-to-market platform, runs 300 million AI agent runs monthly and uses LangChain's LangSmith for observability, evaluation, and cost monitoring across multi-provider deployments. LangSmith enables day-zero tracing, production monitoring, structured evaluations, and achieved 99-99.5% cost reconciliation accuracy.
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NVIDIA Advances Autonomous Networks With Agentic AI Blueprints and Telco Reasoning Models
NVIDIA unveiled an open-source Nemotron large telco model, implementation guides, and AI blueprints to help telecom operators build autonomous, self-managing networks using agentic AI. The releases include energy efficiency and network configuration blueprints, with adoption by operators like Cassava Technologies, NTT DATA, and Telenor Group.
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Mini Max Speech 2.6：最强 Voice Agent 来袭
Mini Max Speech 2.6：最强 Voice Agent 来袭. 2025.10.30 Mini Max Speech 2.6：最强 Voice Agent 来袭即刻接入 API立即体验语音今天，我们给大家带来最新的语音模型Mini Max Speech 2.6，全面升级突破Voice Agent场景，超低延时，专业格式无障碍，更高自然度。 自Mini Max Speech发布以来，正以卓越的语音技术和极致的性价比，成为全球语音智能领域的核心基础设施之一。 无论是支撑 Chat GPT 高级语音模式的 Live Kit，Git Hub 热门开源框架 Pipecat，还是 YC 孵化的语音平台 Vapi，都选择了 Mini Max Speech 作为底层技术引擎。在智能硬件领域，Haivivi Bub...
Read source → Mini Max M 2 & Agent，大巧若拙
Mini Max M 2 & Agent，大巧若拙. 2025.10.27 Mini Max M 2 & Agent，大巧若拙即刻接入 APICoding Plan立即体验 Agent 自创立 Day 1 起，我们就坚持“让每个人都拥有充裕的智能 (Intelligence with Everyone)”的愿景。 今天，我们正式开源并上线了 Mini Max M 2，专为 Agent 和代码而生，仅 Claude Sonnet 8% 价格，2倍速度，限时免费！ 顶级代码能力：专为端到端开发工作流打造，在Claude Code、Cursor、Cline、Kilo Code、Droid 等多种应用中表现卓越 强大Agentic表现：出色规划并稳定执行复杂长链条工具调用任务，协同调用Shell、Browser、Pyt...
Read source → Mini Max Music 2.5：全维度突破，指挥细节，定义真实
Mini Max Music 2.5：全维度突破，指挥细节，定义真实. 2026.1.29 Mini Max Music 2.5：全维度突破，指挥细节，定义真实即刻接入 API立即体验今天，我们正式发布 Mini Max Music 2.5：全维度突破，指挥细节，定义真实。AI 音乐始终面对两个挑战：可控性与真实度。前者决定了创作者能否表达真实意图，后者决定了作品是否具备专业质感。过去，从粗糙的 Demo 到具有明星质感的作品之间，隔着昂贵的录音棚、复杂的混音设备以及多年的专业训练。相较于上一代模型，Music 2.5 在「段落级强控制」与「物理级高保真」两大技术难题上实现突破——让创作更准，让音乐更真。Direct the Detail.
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