Microsoft announced Project Solara at Build 2026, describing it as a platform built for agent-driven experiences. The OS is based on Android rather than Windows, signaling a focus on new device formats beyond traditional PCs. Microsoft demonstrated two concept devices: a desk-oriented concept and a badge-style gadget. The available excerpt does not specify launch timing or technical details.
Jensen Huang argues that AI does not spell the end of software companies. Instead, he says this is an excellent time to start one. He also dismisses claims that AI will reduce job opportunities as nonsense. Based on the provided excerpt, the core message is optimistic: AI may create new software opportunities rather than simply eliminate existing businesses and jobs.
Jensen Huang compared the PC's future to the smartphone's evolution: people still call it a phone, although calling is no longer its primary use. He predicts that PCs will look fundamentally different in ten years, moving beyond today's click-and-type interaction model. The original headline frames this vision as an NVIDIA and Microsoft effort to turn PCs into AI agent hubs.
TechCrunch discusses the danger of companies becoming overly convinced that AI can replace human roles. Box founder Aaron Levie argues that the people making those decisions often understand the jobs least, calling it a form of “AI psychosis.” The piece cites ClickUp cutting 22% of its workforce for AI agents and notes that 2026 tech layoffs are already nearly matching all of 2025.
Box founder Aaron Levie calls some executive thinking around AI replacement “AI psychosis.” He argues that the people deciding AI can replace workers are often the least likely to understand what those jobs truly involve. The article frames this against ClickUp cutting 22% of staff for AI agents and 2026 tech layoffs nearly matching all of 2025.
Sesame, a conversational AI startup from Oculus founders, has launched a new iOS app for the public. The app brings its AI agents to users with a focus on more natural back-and-forth interactions. Based on the available summary, the product is positioned less like a traditional chatbot and more like talking to a person.
Robinhood says traders can create a separate account for an AI agent and fund it with a chosen amount of money. The agent will then be able to buy and sell stocks across the market. The move pushes AI agents beyond advice or research into direct financial action, with real gains and losses possible.
Robinhood will allow users to create a separate account with a pre-loaded balance that an AI agent can use to trade stocks. The limited description suggests a structure where agent activity is separated from the user’s main funds. The article does not specify supported agents, risk controls, launch timing, confirmation flows, or eligible assets.
在 AI 發展的十字路口,業界正對其定位展開深思。一派主張 AI 應如 Clippy 般作為無形、高效的「實用工具」(The Utility),專注於完成任務;另一派則主張 AI 應作為「他者」(The Other),具備獨特的性格與主體性。這場爭論不僅關乎產品設計,更深植於人類如何與非人類智慧共存的哲學思考。
AI 數位分身新創公司 Sensay 分享了他們如何在六週內將產品推向市場。透過 Vercel 生態系,他們利用 v0 快速生成 UI 組件,並藉由 Vercel AI SDK 輕鬆整合多個大語言模型,實現流暢的 AI 串流對話。Vercel 的 Serverless 部署更讓團隊無需操心基礎設施,專注於產品迭代與用戶體驗。
知名 AI 政策專家 Jack Clark 在最新一期電子報中提出三個核心觀點:首先是「紅皇后 AI」,指出 AI 的攻防與演化正陷入不斷奔跑才能維持原狀的競爭;其次是「AI 監管 AI」,隨著 AI 產出速度超越人類極限,未來必須依賴 AI 進行自動化合規與監管;最後是「O型環自動化」,探討在高度自動化的工作流中,最脆弱的單一環節將決定整個系統的成敗。
隨著 AI 提供的決策與建議在工作中變得越來越重要,傳統的簡單測試已不足以評估其極限。華頓商學院教授 Ethan Mollick 指出,我們需要透過結構化的「工作面試」流程,包含情境問答、極限測試與邏輯追問,來評估 AI 在特定任務中的真實實力、潛在偏見與幻覺機率,從而決定如何安全地與其協作。
Vercel 官方部落格分析了當前網站面臨的三種主要 AI 機器人(Bot)流量:用於模型訓練的「訓練爬蟲」、用於即時生成回答的「搜尋引擎」,以及代表用戶執行任務的「AI 代理人」。這三者對網站的價值與頻寬消耗各不相同。文章指導開發者如何利用 robots.txt、Vercel 防火牆(Firewall)與 Edge Middleware,針對不同類型的 AI 流量進行精準的允許、限制或阻擋,以在保護智慧財產權與獲取搜尋流量之間取得平衡。