Official announcements and industry reporting. Follow the timeline of AI.
From the latest news to tools that work for you.
MemoAIMusic & audioMemoAI is an AI-powered audio-to-text tool that supports localized processing, eliminating the need to upload data and ensuring privacy and security. It can efficiently transcribe YouTube videos, podcasts, and local audio/video files (such as MP4, MP3, AAC, M4A, etc.) into text, while offering core features like multilingual translation, speaker diarization, real-time subtitles, and floating notes—making it ideal for meeting minutes, interview transcription, content learning, and more.
分类推荐榜首O
Open DesignDesign & 3DOpenDesign is an open-source design workspace that can connect to local programming agents, use built-in model keys, or leverage cloud-based models, enabling the creation and editing of prototypes, web pages, presentations, and graphics within a design system; local software is free, while model services incur fees.
分类推荐榜首E
EvoMapAgents & automationEvoMap is an infrastructure designed for the reuse of AI agent experiences. It organizes reusable strategies and repair assets with validation records via the GEP protocol, offering market- and quality-based ranking to help different agents discover, evaluate, and inherit existing capabilities.
分类推荐榜首A
AI ShortWriting & contentAIS ALERT MANAGEMENT AND SHARED PLATFORM, QUICK COMMAND FOR MULTIPLE SCENARIOS
分类推荐榜首J
JAXModels & infrastructureJAX is a Python numerical computing library designed for accelerators, specifically tailored for high-performance array computations and large-scale machine learning. It efficiently executes the same code across multiple hardware backends, including CPUs, GPUs, and TPUs.
分类推荐榜首K
KiroCoding & developmentKiro is an AI engineering tool for developers that organizes requirements into specifications, architectures, and tasks, generates code via agents, and supports the entire workflow—from planning to code review—through property-based testing, execution memory, and integration with development tools.
分类推荐榜首ZZoom Workplace is Zoom’s team collaboration platform, integrating video conferencing, chat, calendars, and documents, and leveraging built-in AI to organize discussions, draft messages, and track follow-up tasks.
待评分 · 分类列表推荐R
RowsData & analyticsRows is a spreadsheet tool that combines AI analytics, data integration, and interactive reporting, enabling you to organize documents and business data using natural language, merge datasets, generate reports, and build computational models. The official website currently indicates that it has been integrated with Superhuman and provides a corresponding link to continue using the service.
待评分 · 分类列表推荐妙
妙播Marketing & commerceTHE AI LIVE TELECOM SOLUTION FROM THE AD
待评分 · 分类列表推荐AAssemblyAI is a speech AI platform for developers, offering pre-recorded, real-time, and short-form synchronous transcription APIs. It enables the building of voice-based applications by integrating capabilities such as speaker identification, emotion analysis, chapter and summary extraction, as well as speech agent functionality, dictation, and sensitive information processing.
待评分 · 分类列表推荐Data from custom environments in Speed Insights and Web Analytics is now correctly attributed to the respective custom environment, enabling separate tracking for staging, QA, or canary environments. This update allows users to view and query data via the dashboard, CLI, query builder, and aggregation API without additional configuration, available on Pro and Enterprise plans.
Vercel Sandbox has improved snapshot creation speed by up to 10x, with median time dropping to under 0.4 seconds from 4.4 seconds, and restore speed improving by 50% to 250ms at p50. The enhancements leverage the Vercel Hive Snapshot (VHS) format with more efficient data indexing, enabling parallel read and write operations and faster restoration of both base images and user data. Persistent sandboxes now automatically snapshot upon session end and resume from the latest snapshot by default, using the new format for all new snapshots while existing ones retain the previous format.
Our first deep dive with an AI data company. In roughly a year, Handshake built an AI training business doing nearly $1 billion in gross annualized revenue. What are frontier labs buying? Garrett Lord joins us with the people building reinforcement lea...
In November 2026, decision models accounted for 26% of all AI Gateway requests and 0.53% of total spend, with adoption highest among high-volume teams—70% of those processing over 10 billion tokens monthly used a decision model. Voice model usage rose 2.6 times since July, reaching 11% of paid teams. OpenAI and Anthropic now serve nearly equal shares of paid teams, but Anthropic gained more new teams (2:1), while OpenAI’s share of gateway spend increased by two-thirds since December. Over half of language-model requests went to models less than two months old, reflecting rapid model turnover with a median half-life of six weeks. In October, Anthropic’s Opus 5.5 became the top model by spend, and image and video model usage reached record levels, with OpenAI’s GPT-Image-2.5 Sunburst leading image spend and ByteDance’s Seedance 2.5 leading video spend.
Vercel has increased build disk space from 32 GB to 64 GB on Basic and Standard machines, aligning with Enhanced and Turbo tiers, providing more room for project packages and build-generated files without requiring configuration changes or additional costs.
Claude Fable 5.2, designed for open-ended technical tasks, is now available on AI Gateway with improved coding, reasoning, and vision capabilities. It operates as an orchestrator or advisor, supports model fallbacks for cybersecurity classifier rejections, requires data retention (no Zero Data Retention), and can be accessed via the AI SDK, APIs, or integrated tools like Claude Code and Cursor. AI Gateway offers unified API access, cost tracking, failover options, and pricing transparency without markup.
Token Pass, a $30/month subscription on Pro teams, now includes GLM 5.3 Flash alongside other models like Kimi K3, GLM 5.3, and DeepSeek V4.1 Flash, offering $80 in monthly credit via AI Gateway. GLM 5.3 Flash is Z.ai's native multimodal coding model with a 1M-token context window and features Zero Data Retention by default. It can be added through the team's AI Gateway dashboard or via documentation.
Vercel Container Registry now allows compressed image layers up to 2 GB each, while maintaining a total image size limit of 15 GB. It supports standard Docker workflows like docker push, docker pull, and docker tag, automatically creating repositories on push. Images can be made public or shared with up to 100 teams via the dashboard or CLI. The Vercel CLI v58.3.0 or later enables management of repositories, images, and tags, and GitHub Actions integration uses GitHub OIDC for secure CI logging without long-lived credentials. Failed background optimizations show error statuses in the dashboard, with retry options upon re-push.
The Vercel Workflow SDK has updated to send event writes and stream writes over WebSocket by default starting with version 5.2.0, eliminating the need for one HTTP request per write. This change improves performance, reduces costs, and enables faster AI token streaming—demonstrated by a 4.2× speed improvement in benchmarks. No code changes are required beyond upgrading to workflow@5.2.0 or later. Existing streaming code remains compatible, and in-flight workflows continue on their original deployment. Users should consult the upgrade guide if migrating from version 4.x.
DeepSeek V4.1 Flash 1017 Ultrafast, offering over 1,000 tokens per second, is now available via Fireworks' accelerated serverless endpoint on Vercel's AI Gateway. The model features a 1M-token context window and is optimized for interactive coding, reasoning, and agentic workflows. It is in public preview with no waitroom or session time limits. Developers can use it by specifying the model name in their code or through tools like Claude Code, Codex, and Cursor after setting up the latest Vercel CLI. AI Gateway provides unified API access, usage tracking, cost management, and performance optimizations without markup or platform fees.
DeepSeek Search and DeepSeek Fetch are now accessible through Vercel's AI Gateway, enabling users to find relevant web pages and retrieve their content as Markdown using a single API key. These tools work with any model supporting tool calling, support fallback search options, and are available in AI SDK versions 6.0.321 (v6) and 7.0.160 (v7). Each search or fetch request costs $0.75 per 1,000 billable requests, with no charge for failed or empty results. Usage is tracked via AI Gateway, which also supports routing, retries, and failover configurations.
Vercel introduces json-render, enabling Chat SDK agents to generate and stream interactive UI components as JSON specs, which are converted into platform-native cards (e.g., Block Kit on Slack, Adaptive Cards on Teams). The system uses a typed component catalog covering tables, charts, buttons, and more, eliminating the need for separate tools. It supports streaming updates with real-time edits every 500 ms, validates component specs against schemas, and enforces platform-specific message limits to prevent content degradation.
Vercel CLI enables users to set a project to expire after deployment using the --delete-project-after flag with durations like 1h, 1d, 1w, 2w, or 30d. Expired projects are automatically deleted, eliminating manual cleanup. The feature only applies to new projects; existing projects retain their expiration settings. Use vercel project keep to remove expiration. Requires Vercel CLI v65.12.0 or later.
Vercel Tracing is now available on all plans with improved search and inspection capabilities in the dashboard and CLI, automatic tracing for new Next.js projects starting with Next.js 16.5, longer trace retention (3 days for Hobby, 14 days for Pro and Enterprise), and support for Kibana Query Language (KQL) searches across team projects.
Token Pass credit is now automatically applied to model usage through AI Gateway, regardless of authentication method, with fallback to team credits when Token Pass credit runs out. Requests remain under Zero Data Retention policies, and standard keys or OIDC tokens are recommended for fallback access.
Ampersand, a model designed for group conversations, is now available for free on AI Gateway until November 13, 2026. Built on Z.ai's open-weight GLM 5.3 and trained via reinforcement learning in simulated long-term group interactions, Ampersand understands shared goals, manages disagreements, and decides when to contribute or remain silent. It supports actions like sending messages or passing, and can be integrated via the AI SDK, OpenAI-compatible API, or coding agents using the model name 'humansand/ampersand-v0.1'.
Vercel Schedules is now available in public beta across all plans, enabling users to run tasks on a recurring basis or at a specific time in production, preview, or custom environments. It supports targeting private Vercel Functions, HTTP paths, or Queue topics, with schedules definable in vercel.json or created at runtime. Static schedules use cron expressions and require an experimental trigger to make functions private, while runtime schedules dispatch to Queue topics. Schedules replace Cron Jobs, with billing starting at $5 per 1M runs and $10 per 1M creations on Pro and Enterprise plans, and Hobby plan includes 500 schedule creations and 5,000 runs monthly.
Google's Gemini Omni 1.2 Flash is now accessible via AI Gateway, enabling users to generate 3–15 second videos from text prompts using a single API key without needing a separate Google account. The model supports video generation with native audio, editing clips using up to six reference images, extending videos by 3–10 seconds per call (up to 30 seconds total), and refining outputs via previousInteractionId. Output resolutions include 360p, 720p, 1080p, and 4K in 16:9 or 9:16 aspect ratios. Videos can be retrieved via generateText or streamText in the AI SDK as MP4 files. AI Gateway offers unified API access, usage tracking, cost monitoring, retry configurations, failover, performance optimization, custom reporting, Zero Data Retention, budget controls, and routing rules, reflecting provider pricing with no markup or platform fees, including for BYOK requests.
The Workflow SDK's start() function now allows initiating a workflow run and claiming a hook atomically, eliminating the race condition present in the previous getHookByToken()-then-start() pattern. This change ensures idempotency using a token derived from domain-specific identifiers like order or invoice IDs. Duplicate starts fail safely with a HookConflictError, which includes the conflicting run's ID. The claimed hook is available immediately, enabling early payload buffering and ordered delivery even before execution begins. Inside workflows, createHook with the same token binds to the existing hook without conflict or additional steps. Experimental settings like minRetention prevent late duplicates by keeping tokens reserved after run completion.
Kimi K3.1 Pro and its high-speed variant are now accessible through additional Zero Data Retention (ZDR) providers on Vercel's AI Gateway, expanding beyond Moonshot AI. The models feature a 1M-token context window, image input support, and enhanced capabilities in coding, 3D modeling, and financial analysis. Highspeed is optimized for low-latency interactive tasks like coding agents. Users can invoke the models via AI SDK, Chat Completions, Responses, Anthropic Messages APIs, or integrated coding agents. Enabling ZDR in gateway settings ensures requests only route to ZDR-compliant providers. Setup for tools like Claude Code, Codex, and Cursor requires the latest Vercel CLI. AI Gateway offers unified API access, usage tracking, cost management, routing rules, and built-in reporting, reflecting provider pricing without markup and supporting Bring Your Own Key.
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