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Cursor for contracts is here. Announcing Spellbook's new AI document editor. Doc editing for lawyers is disjointed: you can edit with AI in chat, but then need to "Open in Word" to make manual tweaks without breaking formatting. Alternatively you can use a Word add-in like Spellbook's, but this...

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Scott Stevenson

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56,642 views • 10 days ago •via X (Twitter)

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Parsing a document accurately is one thing. Proving where every value came from is another. When a compliance team reviews an AI extraction, or an auditor needs to sign off on a figure pulled from a financial filing, "it came from this document" isn't enough. They need to see exactly where. The specific cell in the table, the exact line on the page, the precise word the agent used. Most parsers can get you to a paragraph or a table block. That's where the trail ends. Today we're shipping Granular Bounding Boxes in LlamaParse — word, line, and cell level coordinates for every value in your document. The result is a complete, verifiable trail from every extracted value back to its exact source in the document. Built for audit workflows, compliance review, and any pipeline where verification isn't optional. Read the full announcement →
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Today we're launching Spellbook's biggest thing yet: Autonomous Contract Management It’s the first end-to-end AI infrastructure for contracts The world is speeding up. We are in one of the biggest investment cycles in decades. Behind every rocket launch, FIFA game, and datacenter, lies a web of hundreds of agreements. Agreements are the invisible threads that allow us to work together. We have infrastructure for finance (Stripe, Ramp), eCommerce (Shopify) and many business functions. But agreement infrastructure is lacking. This creates a painful bottleneck on our ability to work together. Online purchases take milliseconds. But agreements still take weeks. CLMs were supposed to be the answer, but were designed in a pre-AI era. AI fundamentally changed how computers can accelerate agreements. Spellbook is the most used AI contract review tool in the world, with ~5,000 customers in 80 countries Now we are expanding to deliver the first end-to-end, AI native stack for contracts. From the moment a deal lands in your inbox, to the day it renews years later, Spellbook’s AI supports teams every step of the way, across all business teams. It runs 24/7. While you sleep, it's reading the deals that came in overnight, flagging the parts that actually need a lawyer, and clearing the busywork that used to kill mornings. Nothing gets handed off between systems or slips after signature, and the intelligence stays with you for the life of the contract. AI for lawyers is great. There are 20 million lawyers in the world, and many are our users. But there are billions who touch contracts. We're excited to help everyone move faster and do more of what they love, by building the best AI-powered contract infrastructure in the world. Get early access:

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One of the hardest problems with using AI agents to automate meaningful document work (contracts, KYC, diligence, claims, and more) is not actually building the agent, but building the UI/UX audit trail so the human can understand decisions linking back to the source documents - in PDFs, Powerpoint, Word, etc. This requires really good layout detection and segmentation, that you need to surface as *metadata context* to the AI agent, beyond any document -> markdown conversion. We've built really-nice VLM-capabilities to identify and segment all the elements within your document: from tables to charts to form boxes. You can use this metadata to directly provide experiences where humans can analyze the source document even as decisions are being made. Come check out LlamaParse!

Jerry Liu

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YouTube demonetized all 3 of my channels in 2 months. I understand they want to fight AI slop, but there has to be a difference between random AI spam and creators using AI with real work, editing, and human direction behind it. I’m asking for a real human review with full context. TeamYouTube

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16,047 views • 3 months ago

My biggest annoyances with VS Code (and in turn Cursor) is I've never been able to get Find + Multi-Cursor with arrow keys working like I did in Sublime Text I use it a lot to edit lists of text fast I go Cmd+Find "SGD" for example, then Find All, then I literally have 10 cursors on every SGD, I can arrow key through the letters around it, or use Option/Alt-Left or Right to skip through words, or Command-Left or Right to to the beginning or the end of the line Then I can use Shift to select I'm super fast at editing like that but none of the shortcuts work in VS Code or Cursor similarly The internet says use Cmd+Shift+L to do it, but all that happens in Cursor is I end up in the AI chat and I don't wanna go there
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My biggest annoyances with VS Code (and in turn Cursor) is I've never been able to get Find + Multi-Cursor with arrow keys working like I did in Sublime Text I use it a lot to edit lists of text fast I go Cmd+Find "SGD" for example, then Find All, then I literally have 10 cursors on every SGD, I can arrow key through the letters around it, or use Option/Alt-Left or Right to skip through words, or Command-Left or Right to to the beginning or the end of the line Then I can use Shift to select I'm super fast at editing like that but none of the shortcuts work in VS Code or Cursor similarly The internet says use Cmd+Shift+L to do it, but all that happens in Cursor is I end up in the AI chat and I don't wanna go there

@levelsio

177,684 views • 1 year ago

Here's an MS Word feature that nobody is talking about and that just blew my mind. Open an blank document in MS Word and click on the "Dicatate" button. Select "Transcribe." Next upload an audio file you want to transcribe. I uploaded recording of one my webinars. It's 3 hours and 17 minutes long. And MS Word will transcribe the whole thing for you in a few minutes. Once it's done transcribing, Word gives you four options: Just text, With speakers, With timestamps, With speakers and timestamps. Choose the one according to your preference and you will have the whole transcript.
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Here's an MS Word feature that nobody is talking about and that just blew my mind. Open an blank document in MS Word and click on the "Dicatate" button. Select "Transcribe." Next upload an audio file you want to transcribe. I uploaded recording of one my webinars. It's 3 hours and 17 minutes long. And MS Word will transcribe the whole thing for you in a few minutes. Once it's done transcribing, Word gives you four options: Just text, With speakers, With timestamps, With speakers and timestamps. Choose the one according to your preference and you will have the whole transcript.

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343,820 views • 2 years ago

What would "vibe editing" look like. Well, let's take a look shall we. This is Descript, which was first to release a product that uses AI agents to edit your videos. "The Cursor for Video Editing" they say. And it is. I think by the end of 2025 it will feel alot like Cursor for Video Editing (it doesn't yet). I made a prediction a few months ago stating that Descript is best suited to win the Vibe Editing battle because their text based editor is elite. Both Adobe and Capcut have tried to their text based editor, and they both kinda suck. There are other companies throwing their hat in the ring, and I think these companies will need to move FAST and raise a lot of money to compete. Ponder William Wang (Clova) Who else? No matter what, i'm hyped for what it can do for our content team.
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What would "vibe editing" look like. Well, let's take a look shall we. This is Descript, which was first to release a product that uses AI agents to edit your videos. "The Cursor for Video Editing" they say. And it is. I think by the end of 2025 it will feel alot like Cursor for Video Editing (it doesn't yet). I made a prediction a few months ago stating that Descript is best suited to win the Vibe Editing battle because their text based editor is elite. Both Adobe and Capcut have tried to their text based editor, and they both kinda suck. There are other companies throwing their hat in the ring, and I think these companies will need to move FAST and raise a lot of money to compete. Ponder William Wang (Clova) Who else? No matter what, i'm hyped for what it can do for our content team.

Riley Brown

29,041 views • 1 year ago

Okay so today I worked on the coolest part of is my AI video editor: the agent! It's a Cursor-like sidebar and you can just tell it to edit your video with your clips and library for you It's still very basic but it made this edit all by itself! It sends the current state to xAI and then asks it to edit it based on your story Live now for everyone on my site Photo AI 😊 Tomorrow I'll try make it just multi-lanes and become more smart, like it now put my pre-DMT trip videos (with regular hair) sometimes after the DMT trip (with long hair and beard and crazy eyes), but maybe it has a point for that, not sure Anyway very cool cause I hate editing and just talking to AI and letting it figure out is nice!!
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Okay so today I worked on the coolest part of is my AI video editor: the agent! It's a Cursor-like sidebar and you can just tell it to edit your video with your clips and library for you It's still very basic but it made this edit all by itself! It sends the current state to xAI and then asks it to edit it based on your story Live now for everyone on my site Photo AI 😊 Tomorrow I'll try make it just multi-lanes and become more smart, like it now put my pre-DMT trip videos (with regular hair) sometimes after the DMT trip (with long hair and beard and crazy eyes), but maybe it has a point for that, not sure Anyway very cool cause I hate editing and just talking to AI and letting it figure out is nice!!

@levelsio

468,794 views • 20 days ago

Web scraping is a critical skill, and yet nobody talks about it. How do you think companies are training their Large Language Models? Where do you think the data comes from? But web scraping goes beyond all of that. Imagine giving an AI agent access to any public online data in real time! I like to call this "web-scrapping on demand", and I'm pretty sure it's going to unlock unlimited power for AI applications. I recorded a quick video to show you how you can do this using Apify. I've talked about them before, and they are collaborating with me on this post. They have one of the best open-source web scraping and browser automation libraries out there: But it gets much better than this! You can use MCP to connect your AI Agents and applications to the Apify platform and use any specialized actor on demand to scrape and process online data. In the video, I used Cursor to scrape LinkedIn posts with the words "Machine Learning" in real time. Worked like a charm with no code needed! Here is a link to the platform: Think about this: You can now feed your AI applications with any public data on demand! We aren't ready for what's coming.
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Web scraping is a critical skill, and yet nobody talks about it. How do you think companies are training their Large Language Models? Where do you think the data comes from? But web scraping goes beyond all of that. Imagine giving an AI agent access to any public online data in real time! I like to call this "web-scrapping on demand", and I'm pretty sure it's going to unlock unlimited power for AI applications. I recorded a quick video to show you how you can do this using Apify. I've talked about them before, and they are collaborating with me on this post. They have one of the best open-source web scraping and browser automation libraries out there: But it gets much better than this! You can use MCP to connect your AI Agents and applications to the Apify platform and use any specialized actor on demand to scrape and process online data. In the video, I used Cursor to scrape LinkedIn posts with the words "Machine Learning" in real time. Worked like a charm with no code needed! Here is a link to the platform: Think about this: You can now feed your AI applications with any public data on demand! We aren't ready for what's coming.

Santiago

101,473 views • 1 year ago

The REAL DARK TRUTH about AI tools that nobody talks about: in like 20 minutes you can - open cursor (with @senior_swc template, free) - write a few prompts - add features (and ai features) - debug errors by copy and pasting - add database - add auth / google sign in - add image uploads w/ storage - make changes to the database just by talking to cursor And then have an app that you, and other people can use, that actually brings you value. For.... checks notes, twenty dollars / month. Total rip off.
26:50

The REAL DARK TRUTH about AI tools that nobody talks about: in like 20 minutes you can - open cursor (with @senior_swc template, free) - write a few prompts - add features (and ai features) - debug errors by copy and pasting - add database - add auth / google sign in - add image uploads w/ storage - make changes to the database just by talking to cursor And then have an app that you, and other people can use, that actually brings you value. For.... checks notes, twenty dollars / month. Total rip off.

Riley Brown

41,477 views • 1 year ago

Seedance 2.5 is already available in CapCut. Now Seedance 2.5 1080p is live too. I can already see this being useful for product content. One product image can become multiple angles, different environments and different shot sizes. Then instead of exporting everything and starting another editing workflow somewhere else, I can keep working in CapCut PC. Extend the scene with AI Extend, fix the awkward detail with AI Edit, and use Edit Pilot when there’s a pile of edits. 1080p gets you closer to the final look. The rest of the workflow gets you to the final video. #CapCutPC #AIVideoEditor #CapCutSeedance25 #Seedance251080p
0:44

Seedance 2.5 is already available in CapCut. Now Seedance 2.5 1080p is live too. I can already see this being useful for product content. One product image can become multiple angles, different environments and different shot sizes. Then instead of exporting everything and starting another editing workflow somewhere else, I can keep working in CapCut PC. Extend the scene with AI Extend, fix the awkward detail with AI Edit, and use Edit Pilot when there’s a pile of edits. 1080p gets you closer to the final look. The rest of the workflow gets you to the final video. #CapCutPC #AIVideoEditor #CapCutSeedance25 #Seedance251080p

Kaitee

67,213 views • 9 days ago

Increasingly finding that the one thing that most makes managers panic about AI is showing them, not the advanced features of GPT-4, but rather the fact that Copilot for Office can create an OK PowerPoint with speaker notes from a document in 47 seconds. This is all real time.
1:07

Increasingly finding that the one thing that most makes managers panic about AI is showing them, not the advanced features of GPT-4, but rather the fact that Copilot for Office can create an OK PowerPoint with speaker notes from a document in 47 seconds. This is all real time.

Ethan Mollick

570,298 views • 2 years ago