惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

S
Security @ Cisco Blogs
Microsoft Security Blog
Microsoft Security Blog
GbyAI
GbyAI
Google DeepMind News
Google DeepMind News
WordPress大学
WordPress大学
L
LangChain Blog
爱范儿
爱范儿
N
Netflix TechBlog - Medium
The Register - Security
The Register - Security
Jina AI
Jina AI
V
V2EX
Hugging Face - Blog
Hugging Face - Blog
I
InfoQ
罗磊的独立博客
Stack Overflow Blog
Stack Overflow Blog
Microsoft Azure Blog
Microsoft Azure Blog
Last Week in AI
Last Week in AI
Recorded Future
Recorded Future
D
DataBreaches.Net
Project Zero
Project Zero
博客园 - 【当耐特】
宝玉的分享
宝玉的分享
T
The Exploit Database - CXSecurity.com
A
Arctic Wolf
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Engineering at Meta
Engineering at Meta
D
Docker
F
Fortinet All Blogs
P
Palo Alto Networks Blog
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
T
Tailwind CSS Blog
S
Schneier on Security
博客园 - 司徒正美
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Scott Helme
Scott Helme
Security Latest
Security Latest
V
Visual Studio Blog
T
Tor Project blog
I
Intezer
T
Threat Research - Cisco Blogs
MyScale Blog
MyScale Blog
月光博客
月光博客
MongoDB | Blog
MongoDB | Blog
P
Privacy International News Feed
云风的 BLOG
云风的 BLOG
C
Cisco Blogs
The Cloudflare Blog
Simon Willison's Weblog
Simon Willison's Weblog
Vercel News
Vercel News
S
Securelist

Sanity.io

A Board Game agent built using Sanity Context and Vercel's AI SDK | Sanity Build a prototype with Claude Code that your whole team can edit | Sanity What’s New - May 2026 | Sanity I built a London pub guide with v0 and the Sanity MCP in six hours. Here's what I learned. | Sanity Build a conference concierge with Agent Context and Anthropic | Sanity Build a content-aware Telegram agent with Vercel AI SDK and Chat SDK | Sanity How I used Agent API to generate photos for my family’s recipes | Sanity What’s New April - 2026 | Sanity Better context, better matches: An AI love story (for dogs) | Sanity How to write for an agent | Sanity Content Agent, meet Slack: AI content operations in your workflow | Sanity Structure powers intelligence | Sanity Your agent needs better content. Here's how to give it. | Sanity How to serve content to agents (a field guide) | Sanity Sanity TypeGen GA: Automatic TypeScript types for content and GROQ | Sanity Sanity is now available on the Vercel Marketplace | Sanity The logo soup problem (and how to solve it) | Sanity Content Releases: From scattered updates to coordinated publishing | Sanity What's New - February 2026 | Sanity How we solved the agent memory problem | Sanity v0 Builder Challenge: The winners | Sanity Introducing: Sanity Agent Skills | Sanity Content Agent: Days of work in one conversation | Sanity Our Sanity Values | Sanity Open Source Pledge 2025: Stepping up when it matters | Sanity v0 builder challenge: $3000 in prizes | Sanity Why AI Breaks Without Structured Content Operations | Sanity What’s New January - 2026 | Sanity BFCM 2025: What teams built when infrastructure stopped being the problem | Sanity How AI shaped holiday shopping and what it means for content in 2026 | Sanity Sanity Studio v5: Embracing React 19 | Sanity You’ll need a CMS eventually. Let your agent set it up. | Sanity “You should never build a CMS” | Sanity AI Content Operations: A 30-Day Implementation Guide | Sanity What’s New December - 2025 | Sanity Scheduled Drafts: Stop manually publishing content at midnight | Sanity What’s New November - 2025 | Sanity Everything *[NYC] 2025 recap: A day of AI, Content Operations, and Culture | Sanity Clankers and content operations | Sanity Content Agent: AI that understands your structured content is here | Sanity Why design-driven content modeling creates technical debt, not velocity | Sanity What's New October - 2025 | Sanity From studio to inbox: How Kevin Green eliminated email campaign friction | Sanity The content editor's guide to content operations [E-commerce edition] | Sanity styled-components maintenance mode: A 40% faster fork | Sanity From zero code to a live website in 7 hours (thanks, Cursor!) | Sanity First attempt will be 95% garbage: A staff engineer's 6-week journey with Claude Code | Sanity Internationalization is more than translating words | Sanity What's New - September 2025 | Sanity We just deleted our 35k-member community Slack | Sanity What's New - August 2025 | Sanity The engineer's guide to content operations [E-commerce edition] | Sanity SEO for AI: Evolving from Web Pages to the Content Lake | Sanity What's New - July 2025 | Sanity Sanity Studio v4: A major version bump for a minor reason | Sanity What's New - June 2025 | Sanity Dashboard and Insights: Your New Content HQ | Sanity Canvas: AI-accelerated, context-aware, freeform authoring | Sanity Agent Actions: AI building blocks for structured content | Sanity Functions: Life beyond pressing publish | Sanity A new era for content applications with Sanity App SDK | Sanity The end of CMS era and our $85M Series C. | Sanity What's New – May 2025 | Sanity Introducing the Sanity Model Context Protocol (MCP) server | Sanity What's New – April 2025 | Sanity Pushing all the envelopes with ambitious content | Sanity Self-hosting is only free if your time is worth nothing | Sanity Content that lasts: Scaling beyond your frontend | Sanity The Live Content API is now Generally Available | Sanity The future beyond AI chat bots | Sanity Learning the new skill of working with AI | Sanity What's New - March 2025 | Sanity Give it in plain text: Making your content AI-Ready | Sanity No More 'DO NOT PUBLISH': Introducing Content Releases | Sanity React in 2025, what's next? | Sanity The final boss of front-end: block editors | Sanity Introducing Sanity for Startups | Sanity A block content editor that loves you back | Sanity A Black Friday Snooze Fest: Massive Traffic, No Drama | Sanity How to make a recipe site that scales well | Sanity The Sanity Winter Release 2024 | Sanity AVIF Arrives, Sanity’s Promise Fulfilled | Sanity Sanity joins the Open Source Pledge | Sanity Your content is now Live by default | Sanity Begin Team to Join Sanity | Sanity Sanity Digest - September '24 Edition | Sanity Sanity partners with Google. Now live on the Google Cloud Marketplace. | Sanity Sanity Digest - August ‘24 Edition | Sanity Now playing: the latest Mux Video Input plugin for Sanity | Sanity Community Digest - June ‘24 Edition | Sanity Community Digest - May ‘24 Edition | Sanity Guide to Sanity's newest product announcements | Sanity AI and Content Creation: A Leader's Guide | Sanity Of course, you should be able to type your content quickly! | Sanity Speak the language of your editors: Sanity Studio UI localization | Sanity Introducing the new Sanity Growth plan to serve collaborative teams | Sanity Presentation: Work faster than ever with structured content | Sanity Goodbye Feedback Frenzy, Hello Sanity Studio Comments! | Sanity Easing into the App Router with the Sanity Toolkit for Next.js | Sanity Making website updates easier with structured content | Sanity
New to AI Assist: translation, reference suggestions, image generation | Sanity
Marissa Ghassemian · 2024-02-15 · via Sanity.io

Generative AI is going to be the tipping point for brands to finally achieve the promise of contextualized, personalized content at scale. While we’ve had the data to do so for years, we haven't had the capacity to create enough of the content.

But given just 14% of companies are using generative AI for marketing and sales messaging, that we haven’t quite reached that tipping point. A top barrier is that giving AI the right context and optimized tasks—critical for quality, trustworthy output—is too hard to do with disjointed workflows and busy content creators who don’t have time to perfect and operationalize prompts.

Sanity AI Assist,our built-in AI Assistant, first launched in the Summer of 2023, solves this with rich, built-in context and an integrated UI to create and scale high-impact prompts, giving your teams what they need to confidently put AI to work.

Today, we’re announcing our latest use cases: translation, reference suggestions, and image generation, all powered by Sanity AI Assist’s knowledge of the structured content you create and store in Sanity.

Modern content isn’t flat text

Structured content, a core value of Sanity, is what drives reuse to give you greater content ROI and ability to create connected, cohesive experiences across your customer journey.

Before we dive into the latest high-value tasks you can assign to AI Assist, let’s cover why it matters that the feature understands structured content. Going beyond the AI options of other CMSes, AI Assist can:

  • Generate more than just field-level text because it knows your content types, components, and formatting: the structure of your content.
  • Make rich connections between your content using its understanding of the meaning of everything you store in Sanity.
  • Match your voice and guidance by ingesting any supplemental style guides or reference documents that inform your strategy.

With its understanding of structured content, AI Assist generates higher quality output and saves content teams from having to manually organize AI-generated text into the right fields and formatting.

Latest proven ways to put AI to use

When we launched AI Assist we started by taking tedious tasks off of your team's plates. From SEO work to staging content from Google Docs into the CMS to suggesting variants for A/B testing or personalization, we continue to hear from customers about how much time they’re saving on chores.

With this update, we’re adding support for three new use cases, delivering on the highest-demand jobs users have asked for so far.

High-quality, one-click translation

One of the most meaningful ways to personalize content is to translate for each region you serve. Doing so can be costly, both in terms of expense and time. Now, you can translate directly in Sanity Studio, dramatically streamlining your workflow.

AI Assist’s understanding of your content structure means it can translate entire documents at once, so you don’t have to tediously translate field–by-field across a page or resource. AI Assist will parse all elements of your content translating everything from buttons to embedded quotes, maintaining the original formatting even in complex, deeply nested documents.

That said, for some translation strategies you only want to translate specific fields within a document. For example, if you have a product, place, or person’s name that shouldn’t be translated. With AI Assist, you can granularly control which fields to include or exclude before hitting “run” on the instruction.

Some content will be safe to publish without a human in the loop, but often you’ll want a native speaker to QA the translation. With Sanity you can create workflows to send translated content to an expert to review, and they can easily adjust as needed.

Whether you’re translating content across a couple of locales or have hundreds of languages to account for, AI Assist can support your scale. Sanity uses trusted LLMs under the hood, keeping an eye to advancements as they come so you benefit from best-in-breed services.

More discoverable connected content

Content that doesn’t reach your audience can’t do its job. Much of your most valuable content was likely written months or years ago, and as your content library grows, it becomes harder for content teams—especially newer hires—to find the most compelling related content.

The next use case, reference suggestions, makes it far easier to surface existing content that will enrich your experiences. AI Assist understands what all your content is about—without relying on well-maintained tagging or categorization—so it can shine a light on the hidden gems in your collection that might have gone unnoticed.

Your content creators now have a curator with an elephant’s memory embedded on their team. This frees them up to focus on what they do best: experimenting with new engagement strategies and crafting top-notch content.

On-the-fly, in-context imagery

When building content, having a sense of the layout as you work often speeds the process for content creators. As copywriters and designers collaborate, there will always be dependencies on story and strategy before assets can be created.

One of our favorite ways to put the new built-in image generation is to use it as “visual lorem ipsum,” turning the age-old designer strategy of placeholder copy on its ear. As creators work within Sanity Studio, they can get a sense of how many images they need to support their content and brainstorm some early concepts. It’s a great way to speak the language of your design partners.

With AI Assist, the prompts you create are augmented with full understanding of the document where the image will be added. Given the importance of context for image generation, this provides a built-in quality boost.

While we don’t think we’re close to replacing designers when it comes to bespoke imagery and illustrations, there are some basic use cases where AI can generate a more compelling option than a stock photo search. When appropriate, it’s a great way to accelerate content timelines and reduce capacity pressure on your designers.

Getting Started with AI Assist

Sanity AI Assist is leading the way into a new chapter of content creation. It isn't just a helper but a smart, intuitive partner that gets your creative goals. We're stepping away from the ordinary AI that could only do so much, and welcoming a streamlined approach that really digs into what makes your content impactful.

To see AI Assist in action, check out this demo from Solution Engineers Ken and Carolina and explore the docs. For those on Sanity’s Growth plan and above, give AI Assist a try today!