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Live2D 5.3 is officially here with groundbreaking features! While VTube Studio (VTS) support might take some time, you can actually use 5.3 features RIGHT NOW using #NizimaLIVE (nizima LIVE - Live2D公式VTuberアプリ )! Here is my model made in 5.3 running smoothly!!!👇 ✅Pros: -Official App: Developed by Live2D themselves. -5.3...

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Noy Ururuka🎀🐺illust/rigger

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28,867 views • 6 months ago •via X (Twitter)

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✨"Cubism Editor 5.4.00 alpha1" limited release until September 14, 2026✨ We are also releasing Cubism 5 SDK for Unity R7 alpha1, which supports these new features, at the same time. Check out the accompanying digest video to learn about the main new features. 🔥[New Features] ✏️ [Parameter Controller SDK Support] Parameter controllers (IK) are now supported in the SDK. You can configure them directly on the model and export them as runtime files. Additionally, a new "target-only" controller can be defined to allow the controller to follow a path. ✏️ [Model State Set] A new model state set feature has been added. You can register working states in a dedicated palette, enabling you to recall specific states of visibility, lock, and parameter values with a single click. This helps you work more efficiently by allowing you to switch between states tailored to different tasks. ✏️[Expanded Editing Support for External Application Integration API ] The external application integration API has been expanded to include object editing and more. You can now integrate an API to directly add and edit parts, deformers, and parameters on models in the editor. ✏️[Enhanced automatic layout for texture atlases] The automatic layout algorithm for texture atlas editing has been completely redesigned. This enables more efficient packing with less unused space. You can configure the layout settings individually for each texture, allowing for flexible layouts. [How to use Cubism 5.4 alpha] Please see the announcement page for details on downloading and feedback. ⚠Notes on using the alpha version - The alpha version is provided for the purpose of gathering feedback on the usability and performance of new features. - Usage Period: Until September 14, 2026. - Please be sure to create a backup, as there is a possibility of data corruption. - Alpha version data and SDK outputs are not guaranteed to function properly and we do not provide support for it. #Live2D #cubism54_alpha
2:04

✨"Cubism Editor 5.4.00 alpha1" limited release until September 14, 2026✨ We are also releasing Cubism 5 SDK for Unity R7 alpha1, which supports these new features, at the same time. Check out the accompanying digest video to learn about the main new features. 🔥[New Features] ✏️ [Parameter Controller SDK Support] Parameter controllers (IK) are now supported in the SDK. You can configure them directly on the model and export them as runtime files. Additionally, a new "target-only" controller can be defined to allow the controller to follow a path. ✏️ [Model State Set] A new model state set feature has been added. You can register working states in a dedicated palette, enabling you to recall specific states of visibility, lock, and parameter values with a single click. This helps you work more efficiently by allowing you to switch between states tailored to different tasks. ✏️[Expanded Editing Support for External Application Integration API ] The external application integration API has been expanded to include object editing and more. You can now integrate an API to directly add and edit parts, deformers, and parameters on models in the editor. ✏️[Enhanced automatic layout for texture atlases] The automatic layout algorithm for texture atlas editing has been completely redesigned. This enables more efficient packing with less unused space. You can configure the layout settings individually for each texture, allowing for flexible layouts. [How to use Cubism 5.4 alpha] Please see the announcement page for details on downloading and feedback. ⚠Notes on using the alpha version - The alpha version is provided for the purpose of gathering feedback on the usability and performance of new features. - Usage Period: Until September 14, 2026. - Please be sure to create a backup, as there is a possibility of data corruption. - Alpha version data and SDK outputs are not guaranteed to function properly and we do not provide support for it. #Live2D #cubism54_alpha

Live2D

97,022 views • 17 days ago

English is literally the hottest programming language. It's absolutely crazy that you can build a complete product in plain English. I'm using Rocket in this video. This is a new app. You type what you want, and Rocket builds it for you. This is great if you want to build: • A landing page • A complete web application • A mobile app • A dashboard to showcase something • An internal tool to automate anything This is another example of how developers should become comfortable being copilots for AI agents (instead of using AI as a copilot). Some of the things I like about Rocket: 1. One-click deploy to Netlify (I use Netlify for all my projects) 2. GitHub integration 3. Supabase integration for your backend 4. Built-in support for Stripe 5. Built-in support for Resend 6. Google Analytics integration 7. Smart AI search with Perplexity 8. You can also integrate with GPT models, Gemini, and Claude 9. You can make visual edits by describing what you want 10. You can upload images and have Rocket implement them Best of all are the templates: They have a large library of templates that will help you get started. These templates will help you save money (because of fewer tokens), and you can modify them as you see fit. I read on the site that you can also bring a Figma file and turn it into an app, but I didn't test that feature. By the way, you can start using it for free. Here is the link: Thanks to the Rocket team for their support and for collaborating with me on this post.
1:11

English is literally the hottest programming language. It's absolutely crazy that you can build a complete product in plain English. I'm using Rocket in this video. This is a new app. You type what you want, and Rocket builds it for you. This is great if you want to build: • A landing page • A complete web application • A mobile app • A dashboard to showcase something • An internal tool to automate anything This is another example of how developers should become comfortable being copilots for AI agents (instead of using AI as a copilot). Some of the things I like about Rocket: 1. One-click deploy to Netlify (I use Netlify for all my projects) 2. GitHub integration 3. Supabase integration for your backend 4. Built-in support for Stripe 5. Built-in support for Resend 6. Google Analytics integration 7. Smart AI search with Perplexity 8. You can also integrate with GPT models, Gemini, and Claude 9. You can make visual edits by describing what you want 10. You can upload images and have Rocket implement them Best of all are the templates: They have a large library of templates that will help you get started. These templates will help you save money (because of fewer tokens), and you can modify them as you see fit. I read on the site that you can also bring a Figma file and turn it into an app, but I didn't test that feature. By the way, you can start using it for free. Here is the link: Thanks to the Rocket team for their support and for collaborating with me on this post.

Santiago

30,944 views • 1 year ago

‼️I'm giving away a Free VTuber Model File & teaching anyone how to rig Full-Body Models.‼️ ⭐️Download the Model for FREE, on my Ko-fi (link below) Over the past 4 months, my community and I have been testing the best methods to teach artists and beginners how rig within Live2D (Which started as a 6 hour long video series, but I felt it wasn't good enough for learning). Many also mentioned their interest in starting a commission business and their struggles with not knowing where to start. Being a full-time Live2D Artist and Business Degree graduate, I built this class as a way to provide an easy guide for anyone to follow. It covers all the mistakes and learnings of my 4 year journey as an artist, and gives you the methods I used to make a living doing something I love. While the model is free for anyone to use, the Class to learn everything from start to finish is available on my website. ⭐️Level 1 is COMPLETELY FREE, as I want you to try this method of learning, and see if you enjoy the process! 🔗You can preview all the content on my website (link below) Levels 1 - 8 of the Class will cover everything from downloading Live2D, to exporting your model. This update 1.0 will become available on: March 14th, 3PM Eastern. (Levels 9 - 13 for the business behind commissions will be included in update 2.0!) You will also receive a roll within The Protagonist Discord, where I can give you 1 on 1 help with any questions you have regarding your learning! Finally, I'll be hosting Introduction workshops for Beginner Live2D Rigging on March 17th, and 19th! Over a 2 hour period in the Discord, I'll walk 10 individuals through the starting levels of the Class, completely for free. This way I can provide more hands on help for people interested in rigging! (more workshops will be held in the future) I hope that you'll give the Free lessons a try, and see that Live2D Rigging isn't as hard as you think! It truly helped me carve a path for my own future, and escape the 9-5 life that I dreaded so much. I can't wait to see all the new members of the Guild, and I hope we can all become the Main Characters of our own lives! 🔗Links Below: #Live2D #Vtuber #live2dtutorial
1:52

‼️I'm giving away a Free VTuber Model File & teaching anyone how to rig Full-Body Models.‼️ ⭐️Download the Model for FREE, on my Ko-fi (link below) Over the past 4 months, my community and I have been testing the best methods to teach artists and beginners how rig within Live2D (Which started as a 6 hour long video series, but I felt it wasn't good enough for learning). Many also mentioned their interest in starting a commission business and their struggles with not knowing where to start. Being a full-time Live2D Artist and Business Degree graduate, I built this class as a way to provide an easy guide for anyone to follow. It covers all the mistakes and learnings of my 4 year journey as an artist, and gives you the methods I used to make a living doing something I love. While the model is free for anyone to use, the Class to learn everything from start to finish is available on my website. ⭐️Level 1 is COMPLETELY FREE, as I want you to try this method of learning, and see if you enjoy the process! 🔗You can preview all the content on my website (link below) Levels 1 - 8 of the Class will cover everything from downloading Live2D, to exporting your model. This update 1.0 will become available on: March 14th, 3PM Eastern. (Levels 9 - 13 for the business behind commissions will be included in update 2.0!) You will also receive a roll within The Protagonist Discord, where I can give you 1 on 1 help with any questions you have regarding your learning! Finally, I'll be hosting Introduction workshops for Beginner Live2D Rigging on March 17th, and 19th! Over a 2 hour period in the Discord, I'll walk 10 individuals through the starting levels of the Class, completely for free. This way I can provide more hands on help for people interested in rigging! (more workshops will be held in the future) I hope that you'll give the Free lessons a try, and see that Live2D Rigging isn't as hard as you think! It truly helped me carve a path for my own future, and escape the 9-5 life that I dreaded so much. I can't wait to see all the new members of the Guild, and I hope we can all become the Main Characters of our own lives! 🔗Links Below: #Live2D #Vtuber #live2dtutorial

Yoona 主人公 | Commissions Open

12,420 views • 1 year ago

Nothing beats open-source! We now have a fully open-source coding agent that can compete with any proprietary solution out there: • 500+ available models • It doesn't train on your code • It doesn't charge a penny for tokens • It's open. You can change if you want. Kilo Code is the #1 app on OpenRouter right now, and the community is releasing new features on GitHub at rocket speed (about 20 releases in the last 30 days). I installed it in Visual Studio Code, but you can install it in pretty much any IDE. I need to spend more time with it, but here is a very interesting design choice: Most coding agents support two modes: an "agentic" mode for writing code and an "ask" mode for talking to the model without making any changes. Kilo Code supports 5 different modes: 1. Architect mode - Research, design, and planning 2. Debug mode - Problem solving and troubleshooting 3. Code mode - To write code. 4. Ask mode - To talk to the model. 5. Orchestrator mode - Combine every agent to solve problems. On paper, I really like this. I'll need more time to try out the specialized agents and see whether niching becomes an advantage. Here is the link to the website: Thanks to the Kilo for partnering with me on this post.
6:17

Nothing beats open-source! We now have a fully open-source coding agent that can compete with any proprietary solution out there: • 500+ available models • It doesn't train on your code • It doesn't charge a penny for tokens • It's open. You can change if you want. Kilo Code is the #1 app on OpenRouter right now, and the community is releasing new features on GitHub at rocket speed (about 20 releases in the last 30 days). I installed it in Visual Studio Code, but you can install it in pretty much any IDE. I need to spend more time with it, but here is a very interesting design choice: Most coding agents support two modes: an "agentic" mode for writing code and an "ask" mode for talking to the model without making any changes. Kilo Code supports 5 different modes: 1. Architect mode - Research, design, and planning 2. Debug mode - Problem solving and troubleshooting 3. Code mode - To write code. 4. Ask mode - To talk to the model. 5. Orchestrator mode - Combine every agent to solve problems. On paper, I really like this. I'll need more time to try out the specialized agents and see whether niching becomes an advantage. Here is the link to the website: Thanks to the Kilo for partnering with me on this post.

Santiago

73,062 views • 8 months ago

🐺⚠️PLEASE, THIS IS EXTREMELY IMPORTANT. READ EVERYTHING AND SHARE.PLEASE, THIS IS EXTREMELY IMPORTANT. READ EVERYTHING AND SHARE ⚠️🐺 🐺🌕🐺🌕🐺🌕🐺🌕🐺🌕🐺🌕 I have something important to say. Please. Guys, now is not the time to curse INFOLD, I know, it's frustrating, but they are trying to fix what the "radicals" caused, that's obvious. I feel that Valko will return.However, they need some time to get the game's features up to standard. In a way that doesn't affect Chinese culture, you understand, we have to respect their culture. Because that's exactly what they used against them. Codes being removed? History? If you pay attention, everything is connected to what they imposed against Infold. Remember, the company also is a victim here; they weren't going to spend YEARS on a project only to delete it. If they did that, it's because things got ugly, and they need to fix it. I ask you, do not use hatred against anything. And I'll say more, we don't have to stop on the ninth. The company needs this support, yes, our support with Valko. This gives them a better chance of bringing him back without the problems they're already dealing with. This "let's do it by the ninth" limit is a way of silencing us. Don't give up. If it takes three weeks, a month, we'll be here. Many protests end in a week; INFOLD is clearly seeing if our support for Valko is temporary or not. SO DON'T PRAY. If you don't know what to do, just posting photos of him with the hashtags is enough. "Oh, but I don't have any followers or engagement." Independent. All support is welcome. #KeepValkoAlive #Valko #JusticeForValko #恋与深空 #敖尹 #LoveAndDeepspace #LADS #BringValkoBack #SaveValko #BringBackValko #LADSValkoReturn #GIVEUSVALKO #ValkoGlobalRelease
0:22

🐺⚠️PLEASE, THIS IS EXTREMELY IMPORTANT. READ EVERYTHING AND SHARE.PLEASE, THIS IS EXTREMELY IMPORTANT. READ EVERYTHING AND SHARE ⚠️🐺 🐺🌕🐺🌕🐺🌕🐺🌕🐺🌕🐺🌕 I have something important to say. Please. Guys, now is not the time to curse INFOLD, I know, it's frustrating, but they are trying to fix what the "radicals" caused, that's obvious. I feel that Valko will return.However, they need some time to get the game's features up to standard. In a way that doesn't affect Chinese culture, you understand, we have to respect their culture. Because that's exactly what they used against them. Codes being removed? History? If you pay attention, everything is connected to what they imposed against Infold. Remember, the company also is a victim here; they weren't going to spend YEARS on a project only to delete it. If they did that, it's because things got ugly, and they need to fix it. I ask you, do not use hatred against anything. And I'll say more, we don't have to stop on the ninth. The company needs this support, yes, our support with Valko. This gives them a better chance of bringing him back without the problems they're already dealing with. This "let's do it by the ninth" limit is a way of silencing us. Don't give up. If it takes three weeks, a month, we'll be here. Many protests end in a week; INFOLD is clearly seeing if our support for Valko is temporary or not. SO DON'T PRAY. If you don't know what to do, just posting photos of him with the hashtags is enough. "Oh, but I don't have any followers or engagement." Independent. All support is welcome. #KeepValkoAlive #Valko #JusticeForValko #恋与深空 #敖尹 #LoveAndDeepspace #LADS #BringValkoBack #SaveValko #BringBackValko #LADSValkoReturn #GIVEUSVALKO #ValkoGlobalRelease

Belly۵༉ Garota do Valko𓂃֪.

36,690 views • 23 days ago

Gemini for Android is here! This new app makes it easier to access Google's chatbot, powered by the Gemini Pro LLM, right from your Android device. You can ask Gemini a question by tapping the launcher icon or long-pressing the power button. Once invoked, the Gemini overlay lets you enter a text or text+image prompt. You can tap the camera icon to snap a photo or press the "add this screen" button to take a screenshot of the current page to include in your prompt. The Gemini app for Android is available on Google Play with support for English, but support for Korean and Japanese will be coming next week. While there won't be an app for iOS, iPhone users can access Gemini by opening the Google App and tapping the "Gemini" button up top. How can you long-press the power button to invoke Gemini if that gesture is handled by Google Assistant? The answer is that the Gemini Android app can replace Google Assistant as your default assistant if you want, meaning all the ways you'd normally invoke Google Assistant on your phone can instead invoke Gemini. Unfortunately, Gemini currently doesn't offer ALL the same functionality as Google Assistant and requires an active data connection, but more features will be added over time. There's also now a Gemini Advanced tier, which offers access to Google's most powerful Ultra 1.0 LLM. Access to Gemini Advanced requires a subscription to the new $20/month "AI Premium" Google One plan, which offers the same benefits as the 2TB plan but adds access to Gemini Advanced and soon Gemini features in Gmail, Docs, & other Workspace apps (formerly under the Duet AI umbrella). Gemini Advanced is available in English on the web.
1:13

Gemini for Android is here! This new app makes it easier to access Google's chatbot, powered by the Gemini Pro LLM, right from your Android device. You can ask Gemini a question by tapping the launcher icon or long-pressing the power button. Once invoked, the Gemini overlay lets you enter a text or text+image prompt. You can tap the camera icon to snap a photo or press the "add this screen" button to take a screenshot of the current page to include in your prompt. The Gemini app for Android is available on Google Play with support for English, but support for Korean and Japanese will be coming next week. While there won't be an app for iOS, iPhone users can access Gemini by opening the Google App and tapping the "Gemini" button up top. How can you long-press the power button to invoke Gemini if that gesture is handled by Google Assistant? The answer is that the Gemini Android app can replace Google Assistant as your default assistant if you want, meaning all the ways you'd normally invoke Google Assistant on your phone can instead invoke Gemini. Unfortunately, Gemini currently doesn't offer ALL the same functionality as Google Assistant and requires an active data connection, but more features will be added over time. There's also now a Gemini Advanced tier, which offers access to Google's most powerful Ultra 1.0 LLM. Access to Gemini Advanced requires a subscription to the new $20/month "AI Premium" Google One plan, which offers the same benefits as the 2TB plan but adds access to Gemini Advanced and soon Gemini features in Gmail, Docs, & other Workspace apps (formerly under the Duet AI umbrella). Gemini Advanced is available in English on the web.

Mishaal Rahman

38,428 views • 2 years ago

Today we're introducing Limitless 2.0, the world's best personal assistant. Here are 7 incredible things we just launched (and you won't want to miss the last one!) 1. Reminders: An automatic to-do list based on everything you verbally committed to throughout the day. 2. Limitless Live: You can now have a conversation with a personal assistant who knows you better than anyone on the planet, and you can ask it truly anything. 3. Daily Insights: This includes top highlights from the day decisions that were made, key things to follow up on, and opportunities to reflect and grow, as well as ideas that you might have had or everything you've committed to throughout the day. 4. Native Android app: It is live in the Google Play Store right now. 5. Recording using your phone's microphone: Now you don't need a Pendant to start to feel the magic of Limitless. 6. Full MCP support: Now you can seamlessly access your Limitless data from anywhere, including ChatGPT or Claude. 7. Best of all, for a limited time, we have cut the price of the Pendant and our bundle by a hundred dollars. That means the pendant is only $99. Download the iOS app or Android app for free or jump right in and buy the Pendant at limitless . ai for just $99. Everyone deserves their own personal assistant and starting today, it is just $99 away.
1:18

Today we're introducing Limitless 2.0, the world's best personal assistant. Here are 7 incredible things we just launched (and you won't want to miss the last one!) 1. Reminders: An automatic to-do list based on everything you verbally committed to throughout the day. 2. Limitless Live: You can now have a conversation with a personal assistant who knows you better than anyone on the planet, and you can ask it truly anything. 3. Daily Insights: This includes top highlights from the day decisions that were made, key things to follow up on, and opportunities to reflect and grow, as well as ideas that you might have had or everything you've committed to throughout the day. 4. Native Android app: It is live in the Google Play Store right now. 5. Recording using your phone's microphone: Now you don't need a Pendant to start to feel the magic of Limitless. 6. Full MCP support: Now you can seamlessly access your Limitless data from anywhere, including ChatGPT or Claude. 7. Best of all, for a limited time, we have cut the price of the Pendant and our bundle by a hundred dollars. That means the pendant is only $99. Download the iOS app or Android app for free or jump right in and buy the Pendant at limitless . ai for just $99. Everyone deserves their own personal assistant and starting today, it is just $99 away.

Dan Siroker

3,071,820 views • 10 months ago

Memex is in public beta (again) We closed down our signups earlier this year when we launched Memex' collaboration features. Over the past 12 months we've been working hard to polish the product and if you haven't used Memex in a while you may want to try it again. For quick summary of what we've added last year you can watch the attached video or read on. Some highlights: 👯‍♂️ Collaboratively curate, annotate and discuss websites, PDFs and videos. (see video) 📣 Share and collaborate with people who don't use the Memex extension with our new web reader. 🤖 AI assistant to summarise & ask questions about websites, PDFs, YouTube videos and text/video sections. ▶️ Video timestamp annotations, including smart notes 📸 Frame snapshot annotations on Youtube ✍🏽 Annotate illustrations on PDFs 💎 Obsidian & Logseq live sync 🌆 Image Support for annotations 🌙 Dark & Light mode redesign 🐦 Use Memex as a CRM for Twitter & Telegram: Organise/search/filter profiles and annotate chat logs + 200 bug fixes and dozens of quality of life improvements. What's next? 🔓 Private spaces with email invites (in polish) 📱 Native in-browser annotations & search on mobile (in progress) 🗂️ Nesting Spaces for better organisation (in design) Transferrable Lifetime Subscription Deal We've also launched a limited offer for a transferrable lifetime subscription. For $400 you can use all Memex features until you hopefully die at an old age - and if you don't need it anymore you can gift or sell it to someone else. We wanted to make our early supporters benefit greatly from the improvements to the product we're going to make even if they stop using Memex. Our hope is that it'll also help us stay more independent from venture capital pressure as a Steward Owned business. For more info, check out our website (in our bio)
3:35

Memex is in public beta (again) We closed down our signups earlier this year when we launched Memex' collaboration features. Over the past 12 months we've been working hard to polish the product and if you haven't used Memex in a while you may want to try it again. For quick summary of what we've added last year you can watch the attached video or read on. Some highlights: 👯‍♂️ Collaboratively curate, annotate and discuss websites, PDFs and videos. (see video) 📣 Share and collaborate with people who don't use the Memex extension with our new web reader. 🤖 AI assistant to summarise & ask questions about websites, PDFs, YouTube videos and text/video sections. ▶️ Video timestamp annotations, including smart notes 📸 Frame snapshot annotations on Youtube ✍🏽 Annotate illustrations on PDFs 💎 Obsidian & Logseq live sync 🌆 Image Support for annotations 🌙 Dark & Light mode redesign 🐦 Use Memex as a CRM for Twitter & Telegram: Organise/search/filter profiles and annotate chat logs + 200 bug fixes and dozens of quality of life improvements. What's next? 🔓 Private spaces with email invites (in polish) 📱 Native in-browser annotations & search on mobile (in progress) 🗂️ Nesting Spaces for better organisation (in design) Transferrable Lifetime Subscription Deal We've also launched a limited offer for a transferrable lifetime subscription. For $400 you can use all Memex features until you hopefully die at an old age - and if you don't need it anymore you can gift or sell it to someone else. We wanted to make our early supporters benefit greatly from the improvements to the product we're going to make even if they stop using Memex. Our hope is that it'll also help us stay more independent from venture capital pressure as a Steward Owned business. For more info, check out our website (in our bio)

Memex.Garden

19,942 views • 2 years ago

How can you solve complex tasks using a Large Language Model? Here is a 2-minute introduction to everything you need to know to 10x the quality of your results. Let's talk about three techniques, in order of complexity, starting with the easiest one: • In-Context Learning • Indexing + In-Context Learning • Fine-tuning In-Context Learning The team that trained GPT-3 found something they couldn't explain: You can condition a model using examples of how you want it to behave. I included an example prompt in the attached video. You can "teach" the model how you want it to interpret questions, select the correct answers, and format the results by giving a few examples. You can also give specific knowledge to the model that will be helpful when formulating answers. We call this approach "grounding the model." There's another example in the video. Indexing + In-Context Learning Unfortunately, there is a limit to how much data you can include in a prompt. We call this the "context size." One version of GPT-4 supports a context of approximately 6,000 words, while the other supports 25,000 words. Although this sounds like a lot, many applications need more than that. Imagine you wrote a book and want to build an application to answer any questions about your story. What happens if your book is longer than the context? That's where Indexing comes in. Using a model, you can turn every book passage into an embedding. These are vectors, numbers that "encode" the passage's text. You can then store these embeddings in a particular database that supports fast retrieval of these vectors. You can then turn any question into an embedding and search the database for the list of passages that are similar to that query. Instead of using the entire book to ask the model, you can now use the relevant passages as in-context information, effectively working around the context size limitation. Fine-tuning Fine-tuning can give you an extra boost to get reliable outputs from your LLM. It is, however, the most complex approach on the list. There are different approaches to fine-tuning a model with your data. A popular technique is to process your data with your LLM and use the outputs to train a new classifier that solves your specific task. Notice that here you aren't modifying the LLM. Instead, you are chaining it with your trained classifier. Another approach is to modify the parameters of the LLM using your data. Think of this as "rewiring" the model in a way that solves your particular task. The results and costs will vary depending on how many layers you want to fine-tune from the original model. Many companies think that fine-tuning is the solution to their problems. In my experience, many will benefit from exploring the other two approaches. I love explaining Machine Learning and Artificial Intelligence ideas. If you enjoy in-depth content like this, follow me Santiago so you don't miss what comes next.
4:50

How can you solve complex tasks using a Large Language Model? Here is a 2-minute introduction to everything you need to know to 10x the quality of your results. Let's talk about three techniques, in order of complexity, starting with the easiest one: • In-Context Learning • Indexing + In-Context Learning • Fine-tuning In-Context Learning The team that trained GPT-3 found something they couldn't explain: You can condition a model using examples of how you want it to behave. I included an example prompt in the attached video. You can "teach" the model how you want it to interpret questions, select the correct answers, and format the results by giving a few examples. You can also give specific knowledge to the model that will be helpful when formulating answers. We call this approach "grounding the model." There's another example in the video. Indexing + In-Context Learning Unfortunately, there is a limit to how much data you can include in a prompt. We call this the "context size." One version of GPT-4 supports a context of approximately 6,000 words, while the other supports 25,000 words. Although this sounds like a lot, many applications need more than that. Imagine you wrote a book and want to build an application to answer any questions about your story. What happens if your book is longer than the context? That's where Indexing comes in. Using a model, you can turn every book passage into an embedding. These are vectors, numbers that "encode" the passage's text. You can then store these embeddings in a particular database that supports fast retrieval of these vectors. You can then turn any question into an embedding and search the database for the list of passages that are similar to that query. Instead of using the entire book to ask the model, you can now use the relevant passages as in-context information, effectively working around the context size limitation. Fine-tuning Fine-tuning can give you an extra boost to get reliable outputs from your LLM. It is, however, the most complex approach on the list. There are different approaches to fine-tuning a model with your data. A popular technique is to process your data with your LLM and use the outputs to train a new classifier that solves your specific task. Notice that here you aren't modifying the LLM. Instead, you are chaining it with your trained classifier. Another approach is to modify the parameters of the LLM using your data. Think of this as "rewiring" the model in a way that solves your particular task. The results and costs will vary depending on how many layers you want to fine-tune from the original model. Many companies think that fine-tuning is the solution to their problems. In my experience, many will benefit from exploring the other two approaches. I love explaining Machine Learning and Artificial Intelligence ideas. If you enjoy in-depth content like this, follow me Santiago so you don't miss what comes next.

Santiago

384,510 views • 3 years ago

Announcing RevenueCharts 🙀 100% FREE subscription analytics with an open source commitment in 2025. No SDK needed, although it is recommended (see replies). Let us explain 👇 At Superwall, we spent the last few months building infrastructure for subscription analytics, revenue charts, and webhooks. At first, we expected to sell this the same way others do, but then we realized something... The real innovation here is a transform layer that standardizes subscriber lifecycle events to an interoperable schema, and the real value here is managed infrastructure that supports a long tail of integrations. All this points to open source as the optimal solution. Developers will have the opportunity to leverage the evolving simplicity of native StoreKit, Google Billing and Stripe APIs without vendor lock-in, while the community adds support for integrations on an ad-hoc basis. We've already built the transform, infrastructure and UI layers which are available in Superwall's dashboard today. The second thing we realized is we're uniquely positioned to offer this for FREE. Already ingesting app events for billions of users per month, the incremental costs of handling subscription events are marginal. Revenue Charts are in public beta. All existing Superwall customers gained access last Friday, and new customers can sign up today. If all you're after are charts & subscription analytics, you can set up Revenue Tracking by forwarding ASC events to Superwall for free. If you add our SDK, we'll tie provided App User Ids to webhook and integration events in the future. We'll only ever charge customers who use Superwall for paywalls. Available today: Revenue, Proceeds, Refunds, Trial and Subscriber analytics, for iOS only. Coming Soon: Android, Stripe, Webhooks, Integrations, ARR, MRR, LTV, Retention & every other chart you ReallyCare about... but free.
2:05

Announcing RevenueCharts 🙀 100% FREE subscription analytics with an open source commitment in 2025. No SDK needed, although it is recommended (see replies). Let us explain 👇 At Superwall, we spent the last few months building infrastructure for subscription analytics, revenue charts, and webhooks. At first, we expected to sell this the same way others do, but then we realized something... The real innovation here is a transform layer that standardizes subscriber lifecycle events to an interoperable schema, and the real value here is managed infrastructure that supports a long tail of integrations. All this points to open source as the optimal solution. Developers will have the opportunity to leverage the evolving simplicity of native StoreKit, Google Billing and Stripe APIs without vendor lock-in, while the community adds support for integrations on an ad-hoc basis. We've already built the transform, infrastructure and UI layers which are available in Superwall's dashboard today. The second thing we realized is we're uniquely positioned to offer this for FREE. Already ingesting app events for billions of users per month, the incremental costs of handling subscription events are marginal. Revenue Charts are in public beta. All existing Superwall customers gained access last Friday, and new customers can sign up today. If all you're after are charts & subscription analytics, you can set up Revenue Tracking by forwarding ASC events to Superwall for free. If you add our SDK, we'll tie provided App User Ids to webhook and integration events in the future. We'll only ever charge customers who use Superwall for paywalls. Available today: Revenue, Proceeds, Refunds, Trial and Subscriber analytics, for iOS only. Coming Soon: Android, Stripe, Webhooks, Integrations, ARR, MRR, LTV, Retention & every other chart you ReallyCare about... but free.

Superwall

961,172 views • 1 year ago

-> someone cloned claude -> design interface and -> made it completely free -> it's work on YouTube -> and also suitable for kids -> it’s called open design -> and it’s live on github -> same clean split-screen ui -> you get in claude artifacts -> prompt on the left, live -> design/code preview on -> the right, type what you -> want to build and it -> generates the ui in real -> time, but here’s the twist -> you pick the ai model -> not locked into one -> company, want to use -> gemini, mistral, llama, -> deepseek any model -> with an api work -> if you’re running local -> models with ollama -> that works too -> no subscription walls -> the big difference -> vs claude artifacts -> works with any free -> ai model you’re not -> paying $20/mo just to -> design, use free tiers -> local models, or whatever -> you already have access to -> fully local, your prompts -> and code never leave -> your machine unless -> you want them to -> no data training -> no cloud storage -> privacy by default -> no usage limits -> claude cuts you off -> after a few designs -> here you can generate, -> iterate, break things -> and rebuild all day -> the only limit is your -> don’t like how a button -> works, change it -> want to add your own -> components, go ahead -> you own the tool -> so if you’ve been gatekept -> by paywalls or worried -> about sensitive prompts -> going to some company’s -> servers, this fixes that. -> same workflow, more -> control, zero monthly fee
0:20

-> someone cloned claude -> design interface and -> made it completely free -> it's work on YouTube -> and also suitable for kids -> it’s called open design -> and it’s live on github -> same clean split-screen ui -> you get in claude artifacts -> prompt on the left, live -> design/code preview on -> the right, type what you -> want to build and it -> generates the ui in real -> time, but here’s the twist -> you pick the ai model -> not locked into one -> company, want to use -> gemini, mistral, llama, -> deepseek any model -> with an api work -> if you’re running local -> models with ollama -> that works too -> no subscription walls -> the big difference -> vs claude artifacts -> works with any free -> ai model you’re not -> paying $20/mo just to -> design, use free tiers -> local models, or whatever -> you already have access to -> fully local, your prompts -> and code never leave -> your machine unless -> you want them to -> no data training -> no cloud storage -> privacy by default -> no usage limits -> claude cuts you off -> after a few designs -> here you can generate, -> iterate, break things -> and rebuild all day -> the only limit is your -> don’t like how a button -> works, change it -> want to add your own -> components, go ahead -> you own the tool -> so if you’ve been gatekept -> by paywalls or worried -> about sensitive prompts -> going to some company’s -> servers, this fixes that. -> same workflow, more -> control, zero monthly fee

BeingInvested

12,134 views • 2 months ago

Information about tomorrow's launch of the #FM26 3d stadium megapack! First off, really freaking hyped for it, but it is also making me a bit nervous! Been a month in the making now and super cool to see it rolled out and well over beta, but for everyone is really different! Well, this post will contain info on how I roll it out tomorrow. Release time: So I have made the decision to launch the megapack at around 12:00 tomorrow Central European Time. Gives me a bit of time to get up, do final checks and that. Support: I will be streaming for the hours following on from that with the stream starting at about 11:30. I'll be there, probably making stadiums and providing support. I will also release a simultaneous video at 12:00 on my own YouTube channel. In that I will go over the process of installation, some customization you can have and how to do them, as well as chat about current challenges and planned features. Features: The pack features an initial 120 stadiums from (mostly) the top 5 European Leagues. Furthermore, there will be certain stadiums from South America in it for the first version. For more information, consult the google sheet in the follow up post below. It contains a custom made crowd system which has seen a significant performance boost causing nearly no stutters or lag, even on older hardware. The animations might look janky, but they will be worked on during post release support and updates. Bugs: Considering my level and skill in programming, it was only going to be natural that bugs would happen. I have not received any mention of either game breaking, save corrupting or other catastrophic errors. The bugs are relatively minor such as the position of the ball not always aligning or the referee and linesmen disappearing for some reason. Just like the animations of crowds, they will be ironed out over time. If you come across a bug, feel free to let me know, but do so respectfully please :D I also need to stress again, that it will not work on macbooks with apple silicon, and steam deck is still experimental. I will therefore not provide technical support for issues related to apple silicon. FAQ: Some frequently asked questions are: - Will it be free? Yes. 100%! If you see it somewhere and they're charging for it, step away, (kindly) report it to me and I will take the required actions if need be. My mods will always be free in its core, with you having the option to send a donation if you wish to do so! - Will it work on #FM24? No. Plain and simple this will not work in FM24 due to the difference in game engine. - Do I need to start a new save? Nope! Fully compatible with your saves as well as match history. So if you won the final of the UEFA Champions League in your home stadium, you can replay it with your ground ;) this is also the case for saves from FM23 and FM24. Lastly, this has been a mammoth effort, but could not have been done without the support from everyone who has been involved. In the google sheet from earlier there is a credits page and if I forgot to put anyone on there, let me know and we'll get it sorted because this has been a huge collaborative effort from so many people on the background and the talented #PES modders. Just insane!! You guys will all get a mention on here too in a follow up post. Thank you everyone 🫶
2:14

Information about tomorrow's launch of the #FM26 3d stadium megapack! First off, really freaking hyped for it, but it is also making me a bit nervous! Been a month in the making now and super cool to see it rolled out and well over beta, but for everyone is really different! Well, this post will contain info on how I roll it out tomorrow. Release time: So I have made the decision to launch the megapack at around 12:00 tomorrow Central European Time. Gives me a bit of time to get up, do final checks and that. Support: I will be streaming for the hours following on from that with the stream starting at about 11:30. I'll be there, probably making stadiums and providing support. I will also release a simultaneous video at 12:00 on my own YouTube channel. In that I will go over the process of installation, some customization you can have and how to do them, as well as chat about current challenges and planned features. Features: The pack features an initial 120 stadiums from (mostly) the top 5 European Leagues. Furthermore, there will be certain stadiums from South America in it for the first version. For more information, consult the google sheet in the follow up post below. It contains a custom made crowd system which has seen a significant performance boost causing nearly no stutters or lag, even on older hardware. The animations might look janky, but they will be worked on during post release support and updates. Bugs: Considering my level and skill in programming, it was only going to be natural that bugs would happen. I have not received any mention of either game breaking, save corrupting or other catastrophic errors. The bugs are relatively minor such as the position of the ball not always aligning or the referee and linesmen disappearing for some reason. Just like the animations of crowds, they will be ironed out over time. If you come across a bug, feel free to let me know, but do so respectfully please :D I also need to stress again, that it will not work on macbooks with apple silicon, and steam deck is still experimental. I will therefore not provide technical support for issues related to apple silicon. FAQ: Some frequently asked questions are: - Will it be free? Yes. 100%! If you see it somewhere and they're charging for it, step away, (kindly) report it to me and I will take the required actions if need be. My mods will always be free in its core, with you having the option to send a donation if you wish to do so! - Will it work on #FM24? No. Plain and simple this will not work in FM24 due to the difference in game engine. - Do I need to start a new save? Nope! Fully compatible with your saves as well as match history. So if you won the final of the UEFA Champions League in your home stadium, you can replay it with your ground ;) this is also the case for saves from FM23 and FM24. Lastly, this has been a mammoth effort, but could not have been done without the support from everyone who has been involved. In the google sheet from earlier there is a credits page and if I forgot to put anyone on there, let me know and we'll get it sorted because this has been a huge collaborative effort from so many people on the background and the talented #PES modders. Just insane!! You guys will all get a mention on here too in a follow up post. Thank you everyone 🫶

BassyBoy

64,341 views • 7 months ago

It's here! All power assets are now live on my GB Renewables Map ⚡ That's right, it's not just wind farms any more. Now you can see live and historic data for gas power plants, nuclear, grid batteries, biomass, pumped hydro and even a bit of solar. Wind farms are still the default for now, though you can enable as many or as few of the other fuel types and your selection will be remembered when you come back to the website. It's already live so go play for yourself here: There are numerous other updates as well: ⛔ Click the plug button to see a curtailment view, now including turn-up and a better visual representation of turn-down and turn-up actions ℹ️ Tooltips include loads more detail about fuel type and balancing actions ☢️ Each fuel type can be toggled using the map buttons 🧠 Map state is remembered when you reload or revisit the website ✨ Lots of new and under construction power assets are now on the map ↕️ Summary of balancing actions at the top of the map 🚦 Grid boundaries and constraints shown using a traffic light system And I'm only getting started! This update was the original goal of creating the map a few years ago. Now it's here I can shift focus to all the other ideas I have for it… Oh, and there's a new feedback button at the top. Please use it to let me know of any issues you find (there will be plenty) or suggestions to help improve this resource for everyone else. I'd also like to thank you for all the support and encouragement as I build this free resource in my free time (yup, this isn't my job). Honestly, it's been an incredible motivator and the discussions over the years have taught me a huge amount that has only made the map better for everyone. Until the next update!
0:43

It's here! All power assets are now live on my GB Renewables Map ⚡ That's right, it's not just wind farms any more. Now you can see live and historic data for gas power plants, nuclear, grid batteries, biomass, pumped hydro and even a bit of solar. Wind farms are still the default for now, though you can enable as many or as few of the other fuel types and your selection will be remembered when you come back to the website. It's already live so go play for yourself here: There are numerous other updates as well: ⛔ Click the plug button to see a curtailment view, now including turn-up and a better visual representation of turn-down and turn-up actions ℹ️ Tooltips include loads more detail about fuel type and balancing actions ☢️ Each fuel type can be toggled using the map buttons 🧠 Map state is remembered when you reload or revisit the website ✨ Lots of new and under construction power assets are now on the map ↕️ Summary of balancing actions at the top of the map 🚦 Grid boundaries and constraints shown using a traffic light system And I'm only getting started! This update was the original goal of creating the map a few years ago. Now it's here I can shift focus to all the other ideas I have for it… Oh, and there's a new feedback button at the top. Please use it to let me know of any issues you find (there will be plenty) or suggestions to help improve this resource for everyone else. I'd also like to thank you for all the support and encouragement as I build this free resource in my free time (yup, this isn't my job). Honestly, it's been an incredible motivator and the discussions over the years have taught me a huge amount that has only made the map better for everyone. Until the next update!

Robin Hawkes

36,055 views • 5 months ago

"Distressing," apparently. While serious questions hang over Jim McMahon's conduct during the years Oldham buried its rape gang scandal, he's found time for passionate campaigning. His cause? Flights from Manchester to Sylhet. Direct flights run from Manchester to Dhaka. Sylhet is an hour away from there. Nobody is stranded. No families are cut off. What's gone is convenience. But listen to the language: "distressing," "lifeline," "absolutely critical." You'd be mistaken for believing lives were at stake. Where were these words from Jim McMahon OBE MP when White working-class girls in Oldham were being gang raped? When families begged for truth and action? This is what being held to ransom by a bloc vote looks like. This is why the rape gangs were covered up. This is why he branded us racists and far right. _________ I'm Raja Miah. For seven years, I led a small team that exposed how politicians protected the rape gangs. Before that, I spent over a decade safeguarding children and protecting communities from extremists. Blacklisted, in an attempt to prevent the truth from emerging, you will not find me on any mainstream media network. If my words have ever helped you make sense of a broken system, if they’ve ever made you feel seen, heard, or hopeful, please don’t scroll past. 100% community funded, there are NO paywalls to access any of my work. I share ALL of my content for free. I ask, for those that can afford to do so, to support me with £3/month or £30/year. That’s 75p a week. Pennies to most - everything to help keep me going. 🔴 Sign up to my newsletter. All content in 100% free. 👉 🔴 Can afford a one-off contribution? Please support me here; 👉 👉 Raja 🙏
1:04

"Distressing," apparently. While serious questions hang over Jim McMahon's conduct during the years Oldham buried its rape gang scandal, he's found time for passionate campaigning. His cause? Flights from Manchester to Sylhet. Direct flights run from Manchester to Dhaka. Sylhet is an hour away from there. Nobody is stranded. No families are cut off. What's gone is convenience. But listen to the language: "distressing," "lifeline," "absolutely critical." You'd be mistaken for believing lives were at stake. Where were these words from Jim McMahon OBE MP when White working-class girls in Oldham were being gang raped? When families begged for truth and action? This is what being held to ransom by a bloc vote looks like. This is why the rape gangs were covered up. This is why he branded us racists and far right. _________ I'm Raja Miah. For seven years, I led a small team that exposed how politicians protected the rape gangs. Before that, I spent over a decade safeguarding children and protecting communities from extremists. Blacklisted, in an attempt to prevent the truth from emerging, you will not find me on any mainstream media network. If my words have ever helped you make sense of a broken system, if they’ve ever made you feel seen, heard, or hopeful, please don’t scroll past. 100% community funded, there are NO paywalls to access any of my work. I share ALL of my content for free. I ask, for those that can afford to do so, to support me with £3/month or £30/year. That’s 75p a week. Pennies to most - everything to help keep me going. 🔴 Sign up to my newsletter. All content in 100% free. 👉 🔴 Can afford a one-off contribution? Please support me here; 👉 👉 Raja 🙏

Raja Miah

31,142 views • 6 months ago

Beta Blocker 3.6 is here and it introduces a BIG new feature. Here's everything that's new: 🖥️ UI Overhaul. The entire interface has been cleaned up to feel more premium, modern, and less boxed-in. 📐 Better Window Scaling. Wider windows now properly use the available space instead of stretching awkwardly or leaving everything floating in the center. 🎨 Live Preview. The Style tab now includes a real-time preview, so you can see exactly what your block will look like before you enable it. ⚙️ Cleaner Detection Settings. Detection settings have been reorganised and simplified so everything is easier to understand. 🧭 Reworked Help & Settings Layout. Important options are now easier to find with a cleaner settings and help structure. now for the big one… 🔄 REVERSE CENSOR REWORK This is the biggest part of the update. Reverse Censor has been completely rebuilt. Instead of blocking detected areas, it now applies your block across the screen while leaving detected parts visible. This also adds: ✨ New Reverse Censor settings tab 🌀 Blur or mosaic modes 🎚️ Strength controls 🖥️ Full monitor selection support ⚡ Live setting updates while blocking is active BUG FIXES & POLISH 🛠️ Fixed Reverse Censor sizing issues on second monitors, including Windows scaling modes like 125% 🖥️ Improved multi-monitor behaviour for effects and Popup Storm 🧹 Cleaned up the Help tab 🎯 Fixed Auto-Detect changing results after switching tabs 📷 Improved camera handling in virtual camera mode 🎮 Reduced cursor flicker while Beta Blocker is active for a smoother gaming experience 🖤 & lots more smaller QoL improvements throughout the app. sfw
0:20

Beta Blocker 3.6 is here and it introduces a BIG new feature. Here's everything that's new: 🖥️ UI Overhaul. The entire interface has been cleaned up to feel more premium, modern, and less boxed-in. 📐 Better Window Scaling. Wider windows now properly use the available space instead of stretching awkwardly or leaving everything floating in the center. 🎨 Live Preview. The Style tab now includes a real-time preview, so you can see exactly what your block will look like before you enable it. ⚙️ Cleaner Detection Settings. Detection settings have been reorganised and simplified so everything is easier to understand. 🧭 Reworked Help & Settings Layout. Important options are now easier to find with a cleaner settings and help structure. now for the big one… 🔄 REVERSE CENSOR REWORK This is the biggest part of the update. Reverse Censor has been completely rebuilt. Instead of blocking detected areas, it now applies your block across the screen while leaving detected parts visible. This also adds: ✨ New Reverse Censor settings tab 🌀 Blur or mosaic modes 🎚️ Strength controls 🖥️ Full monitor selection support ⚡ Live setting updates while blocking is active BUG FIXES & POLISH 🛠️ Fixed Reverse Censor sizing issues on second monitors, including Windows scaling modes like 125% 🖥️ Improved multi-monitor behaviour for effects and Popup Storm 🧹 Cleaned up the Help tab 🎯 Fixed Auto-Detect changing results after switching tabs 📷 Improved camera handling in virtual camera mode 🎮 Reduced cursor flicker while Beta Blocker is active for a smoother gaming experience 🖤 & lots more smaller QoL improvements throughout the app. sfw

Isla

315,968 views • 2 months ago

Pewbeam is live 🎉 This was just a dream, a dream I didn’t even know was possible—but I decided to pursue it anyway. Today, that dream is now a reality. We have a desktop app (Windows and macOS—this weekend) that can do all of this and even more. Over the last six months, I’ve pushed myself and my team hard, and I’ve seen people become hopeful and genuinely blessed by this product. I’ve received strong support from pastors, church members, techies, and several media houses and reporters. It has been a great honor to spend myself on something worthwhile. We’ve built an AI-native presentation app that displays relevant scriptures on screen in under 80 ms, without needing a volunteer. We’re starting with scriptures, but we’re growing into a comprehensive presentation software, with slides launching next month. From testing Pewbeam 2.0 is live🥳 in churches over the last four weeks, pastors have been able to focus on what matters instead of juggling or micromanaging the media team while preaching. Church members have been able to follow their pastor’s references in real time and take better notes. In the words of a member from one of the test churches: “Pewbeam changed the way I follow sermons in church completely.” This is the kind of impact I see Pewbeam having on people’s faith and on how church and worship are done. Pewbeam’s mission is to ensure the Church is not left behind in the AI era. We’re starting with this application, with many more to come in the next few months. We’ll keep working with stakeholders in the Christian faith, collect feedback, and build tools that better support discipleship. And unlike previous waves of technology, I believe we can be among the first movers in this AI revolution. With all that said, the final build of the app is ready, and we’re launching for public download on February 25, 2026. The app has a generous free tier for small churches and fellowships, and a paid plan (location-based pricing) that unlocks unlimited access to all features. If you’ve been following this journey, I appreciate you, and I assure you it will be worth it. Please download, subscribe, and use in your church.
1:34

Pewbeam is live 🎉 This was just a dream, a dream I didn’t even know was possible—but I decided to pursue it anyway. Today, that dream is now a reality. We have a desktop app (Windows and macOS—this weekend) that can do all of this and even more. Over the last six months, I’ve pushed myself and my team hard, and I’ve seen people become hopeful and genuinely blessed by this product. I’ve received strong support from pastors, church members, techies, and several media houses and reporters. It has been a great honor to spend myself on something worthwhile. We’ve built an AI-native presentation app that displays relevant scriptures on screen in under 80 ms, without needing a volunteer. We’re starting with scriptures, but we’re growing into a comprehensive presentation software, with slides launching next month. From testing Pewbeam 2.0 is live🥳 in churches over the last four weeks, pastors have been able to focus on what matters instead of juggling or micromanaging the media team while preaching. Church members have been able to follow their pastor’s references in real time and take better notes. In the words of a member from one of the test churches: “Pewbeam changed the way I follow sermons in church completely.” This is the kind of impact I see Pewbeam having on people’s faith and on how church and worship are done. Pewbeam’s mission is to ensure the Church is not left behind in the AI era. We’re starting with this application, with many more to come in the next few months. We’ll keep working with stakeholders in the Christian faith, collect feedback, and build tools that better support discipleship. And unlike previous waves of technology, I believe we can be among the first movers in this AI revolution. With all that said, the final build of the app is ready, and we’re launching for public download on February 25, 2026. The app has a generous free tier for small churches and fellowships, and a paid plan (location-based pricing) that unlocks unlimited access to all features. If you’ve been following this journey, I appreciate you, and I assure you it will be worth it. Please download, subscribe, and use in your church.

dára sobaloju

846,436 views • 4 months ago

The Visual Studio Code insiders version that just shipped and will ship in the next few days will come with an insane amount of new capabilities. A few highlights: - You can now run sub-agents in parallel. Yes, really. I even attached a video. - Major UX improvements for sub agents, especially visible in the chat window - A new search tool wrapped as a sub-agent that iteratively runs multiple search tools: semantic_search, file_search, grep_search Which connects nicely to the point above: multiple searches running in parallel, efficiently and fast - Anthropic’s Message API is now enabled by default - You can choose the model for the cloud agent (three available, all premium) - Extended thinking support when using the Claude cloud agent This is part of the broader multi-vendor cloud support under AgentsHQ I wrote about a few weeks ago - Tasks sent to the background agent (basically the CLI tool) now always run in isolation, each with its own git worktree - In a multi-repo workspace, assigning a task to a cloud agent prompts you to choose the target repo Same behavior when opening an empty workspace with no repo - Support for building an external index for files not supported by GitHub’s default indexing - UI/UX improvements for starting new sessions and switching between local / background / cloud agents - Skills are now first-class citizens, just like prompt files, with better UX indicating when a skill is loaded - Improved API for dynamic contribution of prompt files New V2 includes skills as part of the model. Curious to see the extensions that will leverage this - Finally, initial support for showing context usage percentage per session - Skills are enabled by default - Resizable chat window and session view. Small thing, but it was driving me crazy 😁 - A new integrated browser meant to replace the old simple browser Maybe the beginning of real browser use? - Better UI/UX for token streaming in chat - Ability to index external files not supported by GitHub There’s a lot more. Some of it hasn’t fully landed yet, but everything that has is already in Insiders. The next stable release should drop in early February. As usual, I’m just shocked by the volume of features this team ships every month. After the holiday slowdown, this one is shaping up to be a wild release.
0:24

The Visual Studio Code insiders version that just shipped and will ship in the next few days will come with an insane amount of new capabilities. A few highlights: - You can now run sub-agents in parallel. Yes, really. I even attached a video. - Major UX improvements for sub agents, especially visible in the chat window - A new search tool wrapped as a sub-agent that iteratively runs multiple search tools: semantic_search, file_search, grep_search Which connects nicely to the point above: multiple searches running in parallel, efficiently and fast - Anthropic’s Message API is now enabled by default - You can choose the model for the cloud agent (three available, all premium) - Extended thinking support when using the Claude cloud agent This is part of the broader multi-vendor cloud support under AgentsHQ I wrote about a few weeks ago - Tasks sent to the background agent (basically the CLI tool) now always run in isolation, each with its own git worktree - In a multi-repo workspace, assigning a task to a cloud agent prompts you to choose the target repo Same behavior when opening an empty workspace with no repo - Support for building an external index for files not supported by GitHub’s default indexing - UI/UX improvements for starting new sessions and switching between local / background / cloud agents - Skills are now first-class citizens, just like prompt files, with better UX indicating when a skill is loaded - Improved API for dynamic contribution of prompt files New V2 includes skills as part of the model. Curious to see the extensions that will leverage this - Finally, initial support for showing context usage percentage per session - Skills are enabled by default - Resizable chat window and session view. Small thing, but it was driving me crazy 😁 - A new integrated browser meant to replace the old simple browser Maybe the beginning of real browser use? - Better UI/UX for token streaming in chat - Ability to index external files not supported by GitHub There’s a lot more. Some of it hasn’t fully landed yet, but everything that has is already in Insiders. The next stable release should drop in early February. As usual, I’m just shocked by the volume of features this team ships every month. After the holiday slowdown, this one is shaping up to be a wild release.

Oren Melamed

29,555 views • 6 months ago

ANDY BURNHAM AND THE RAPE GANG COVER UP I suggest you watch this if you really want to challenge Andy Burnham on his record on the Pakistani Rape Gangs. And should any of your paths cross with the would be Prime Minister, do pass on my regards and let him know that his Pakistani Rape Gang protecting filth Greater Manchester Police failed in their attempts to prosecute me after I exposed him and his Labour Party colleagues. The offer still stands Burnham lad. Name the time and place. Let the people decide who is telling the truth and who helped cover up the industrial scale gang rape of little White girls. _________ I’m Raja Miah MBE. For seven years, I led a campaign that exposed how senior Labour politicians helped protect Pakistani rape gangs. The people of my town helped force the national inquiry. You won’t see me on the BBC. You won’t read my work in the legacy press. That’s not an accident. I take this to a place from where there is no coming back. All of my work is 100% free. There are no paywalls to access any of my content. I just ask those that can afford to do so to support me. Either with a subscription to Red Wall and the Rabble or by a one off contribution and buying me a coffee using one of these links. You can sign up to my newsletter using this link; And buy me a coffee here; I'll leave it to you to decide whether this national inquiry would ever have been forced into existence without what I did and the risks I have taken. And without my relentless campaigning, whether it will be anything other than a complete whitewash. I represent no political party. I have no side other than the survivors and the communities left abandoned by a political elite. I bring a type of campaigning unique in this space. This is why those in power have desperately tried to silence me. With the ongoing mainstream media blacklist of my voice, I need your help. Please, if you can, share, subscribe and support the work. Raja Miah MBE
37:21

ANDY BURNHAM AND THE RAPE GANG COVER UP I suggest you watch this if you really want to challenge Andy Burnham on his record on the Pakistani Rape Gangs. And should any of your paths cross with the would be Prime Minister, do pass on my regards and let him know that his Pakistani Rape Gang protecting filth Greater Manchester Police failed in their attempts to prosecute me after I exposed him and his Labour Party colleagues. The offer still stands Burnham lad. Name the time and place. Let the people decide who is telling the truth and who helped cover up the industrial scale gang rape of little White girls. _________ I’m Raja Miah MBE. For seven years, I led a campaign that exposed how senior Labour politicians helped protect Pakistani rape gangs. The people of my town helped force the national inquiry. You won’t see me on the BBC. You won’t read my work in the legacy press. That’s not an accident. I take this to a place from where there is no coming back. All of my work is 100% free. There are no paywalls to access any of my content. I just ask those that can afford to do so to support me. Either with a subscription to Red Wall and the Rabble or by a one off contribution and buying me a coffee using one of these links. You can sign up to my newsletter using this link; And buy me a coffee here; I'll leave it to you to decide whether this national inquiry would ever have been forced into existence without what I did and the risks I have taken. And without my relentless campaigning, whether it will be anything other than a complete whitewash. I represent no political party. I have no side other than the survivors and the communities left abandoned by a political elite. I bring a type of campaigning unique in this space. This is why those in power have desperately tried to silence me. With the ongoing mainstream media blacklist of my voice, I need your help. Please, if you can, share, subscribe and support the work. Raja Miah MBE

Raja Miah

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