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Introducing my new OSS framework: OhSnap provides really simple way to record and reproduce the data your users saw when encountering an issue (bug/crash), integration in your project should take a few minutes at most. Majority of bugs are related to data you have to deal with and often...

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Krzysztof Zabłocki

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30,484 views • 2 years ago •via X (Twitter)

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OpenAI's Deep Research is getting a run for its money. Deep Lake was just released, and it's a different take on an AI system that can do deep research on your own data. You can use Deep Lake to build AI search with reasoning on your private and public data. (Look at the attached videos to get an idea of how it works.) If you want to research proprietary and sensitive data, Deep Research won't help you because it's limited to public data. Deep Lake, however, will allow you to use your private data. On top of that, Deep Lake supports multi-modal retrieval from the ground up. It uses vision language models for data ingestion and retrieval so that you can connect any data (PDFs, images, videos, structured data, etc.) You can even use mixed-data queries! Deep Lake can search your data from S3, Dropbox, and GCP. It learns from your queries over time, making the results as relevant to your work as possible!
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OpenAI's Deep Research is getting a run for its money. Deep Lake was just released, and it's a different take on an AI system that can do deep research on your own data. You can use Deep Lake to build AI search with reasoning on your private and public data. (Look at the attached videos to get an idea of how it works.) If you want to research proprietary and sensitive data, Deep Research won't help you because it's limited to public data. Deep Lake, however, will allow you to use your private data. On top of that, Deep Lake supports multi-modal retrieval from the ground up. It uses vision language models for data ingestion and retrieval so that you can connect any data (PDFs, images, videos, structured data, etc.) You can even use mixed-data queries! Deep Lake can search your data from S3, Dropbox, and GCP. It learns from your queries over time, making the results as relevant to your work as possible!

Santiago

171,340 views • 1 year ago

The Dawn of a New Era on $SUI (9) Still in the festive spirit, let’s look at Tusky , Tusky is a storage service that's not controlled by one company. It uses something called WalrusProtocol to keep your data safe. Your data is encrypted from start to finish, so only you can see it. Instead of one place, your data goes to many different spots. This setup makes your data less likely to be lost or stolen. It helps keep your information safe and always available. Tusky gives you control over your files. You can easily manage them with the tools provided. You decide who gets to see your data. This makes it great for personal storage or working with others. It works with SuiNetwork for even more privacy. You can log in without sharing personal info, keeping everything more secure. This means only you can get to your data, with no third party involved. It is growing fast, with 100,000 uploads already. This indicates its increasing acceptance in the tech community focused on data sovereignty. It's good at managing lots of data safely. In tech, where you want to own your data, TuskyTools is popular. It gives users control over their information. This platform helps keep your data secure and gives you freedom.
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The Dawn of a New Era on $SUI (9) Still in the festive spirit, let’s look at Tusky , Tusky is a storage service that's not controlled by one company. It uses something called WalrusProtocol to keep your data safe. Your data is encrypted from start to finish, so only you can see it. Instead of one place, your data goes to many different spots. This setup makes your data less likely to be lost or stolen. It helps keep your information safe and always available. Tusky gives you control over your files. You can easily manage them with the tools provided. You decide who gets to see your data. This makes it great for personal storage or working with others. It works with SuiNetwork for even more privacy. You can log in without sharing personal info, keeping everything more secure. This means only you can get to your data, with no third party involved. It is growing fast, with 100,000 uploads already. This indicates its increasing acceptance in the tech community focused on data sovereignty. It's good at managing lots of data safely. In tech, where you want to own your data, TuskyTools is popular. It gives users control over their information. This platform helps keep your data secure and gives you freedom.

Kaboom.sui🪖

19,698 views • 1 year ago

Virendra and I are building India's largest pothole image data set. If you want to contribute and are willing to go out with your phone and take a few pics of potholes every week, reply and I'll send you instructions.
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Virendra and I are building India's largest pothole image data set. If you want to contribute and are willing to go out with your phone and take a few pics of potholes every week, reply and I'll send you instructions.

Caleb

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AI runs on data. Your data. Tech giants scrape the internet, collect user interactions, and buy datasets to train their models. Now, platforms are charging companies to access the data you created. It doesn't have to be this way. Join the data revolution. Own your data, own your impact.
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AI runs on data. Your data. Tech giants scrape the internet, collect user interactions, and buy datasets to train their models. Now, platforms are charging companies to access the data you created. It doesn't have to be this way. Join the data revolution. Own your data, own your impact.

vana

37,899 views • 1 year ago

Removed all of the samsung spyware from my TV with Codex (Claude refused to root the tv lol) It's insane how much bloat samsung packs into their TVs to track you and sell your data. Here's just some of what I turned off that made my tv 3x faster: - screenshot your screen a few times a second to see what you're streaming and fingerprint you to sell your data - reading your hdmi inputs to do the same thing while you have a game console plugged in - Voice assistants: Bixby wake-word detectors listening and tracking what you say in your house Before and after speed of my TV:
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Removed all of the samsung spyware from my TV with Codex (Claude refused to root the tv lol) It's insane how much bloat samsung packs into their TVs to track you and sell your data. Here's just some of what I turned off that made my tv 3x faster: - screenshot your screen a few times a second to see what you're streaming and fingerprint you to sell your data - reading your hdmi inputs to do the same thing while you have a game console plugged in - Voice assistants: Bixby wake-word detectors listening and tracking what you say in your house Before and after speed of my TV:

Jake Stevens

2,118,128 views • 10 days ago

Have you ever wondered what it’s like to own your identity data? With an AIR Account and AIR ID powered by Moca Network, you can unify your data across various apps and platforms, verifying your identity using ZKPs. Your identity becomes unified, and you gain control over it, sharing only what you choose. This enables you to access opportunities that are often missed due to fragmented or unverifiable data. It’s like gaining premium access to an exclusive club, with endless surprises waiting just for you.
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Have you ever wondered what it’s like to own your identity data? With an AIR Account and AIR ID powered by Moca Network, you can unify your data across various apps and platforms, verifying your identity using ZKPs. Your identity becomes unified, and you gain control over it, sharing only what you choose. This enables you to access opportunities that are often missed due to fragmented or unverifiable data. It’s like gaining premium access to an exclusive club, with endless surprises waiting just for you.

Mocaverse

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The new Vana App is now live. It sits behind the apps you use. When one of them asks for your data, you see exactly what it wants and decide. Say yes and the data moves with your permission, and the move is recorded. See it work in OpenPet: connect an Oura Ring, get a pet that reads your sleep back to you. Trying it this week earns XP. Full write up:
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The new Vana App is now live. It sits behind the apps you use. When one of them asks for your data, you see exactly what it wants and decide. Say yes and the data moves with your permission, and the move is recorded. See it work in OpenPet: connect an Oura Ring, get a pet that reads your sleep back to you. Trying it this week earns XP. Full write up:

vana

15,921 views • 15 days ago

After 3 incredible years and 1.6M students later, my journey at ALX Africa has come to an end. It has been a life-changing experience, during which I made a lot of friends, worked with an incredibly dedicated team, and met so many talented students. A few numbers. We scaled from a few thousand students to 1.6M students on our platform. Students loved it and many of them took more than one course: 4M total! For the famous #ALX_SE Software engineering program, our SE students made an average of 2,000 commits and our checker reviewed 180M of their projects. That’s 2B lines of code… and that was before Claude Code. They actually wrote these themselves (unless Kimba said otherwise :) A big thank you to all my SE team mates, I am so proud of what we have accomplished, and I will really miss you all. Thank you to Fred for the trust he put in me and always supporting my crazy new and disruptive ideas. Thank you to my students. It was an honor to work with you, watch you struggle but relentlessly move forward, no matter what, until you got this job. To those who are still struggling finding this job, keep pushing forward. Don’t let go. You got this. You all have worked so hard and I am so proud of you. You are the greatest thing I've ever been part of and I can't wait to see what impact you will have on the world. It’s your turn to shine now, and hopefully for some of you to give back to the community whenever you are in a position to. I hope you’ll keep sharing the good news with me when you get this internship, this job, or when you launch your company. These messages are everything to me. In any case, I’ll be watching you from afar, and you can count on me to continue answering all your LinkedIn and X messages. Can’t conclude without ALX Africa’s signature: continue to “Do Hard Things”. Remember who you are, where you are coming from, and where you set out to go. I’ll see you there soon. With love. J PS: Want to know what's next for me? Drop your email here:
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After 3 incredible years and 1.6M students later, my journey at ALX Africa has come to an end. It has been a life-changing experience, during which I made a lot of friends, worked with an incredibly dedicated team, and met so many talented students. A few numbers. We scaled from a few thousand students to 1.6M students on our platform. Students loved it and many of them took more than one course: 4M total! For the famous #ALX_SE Software engineering program, our SE students made an average of 2,000 commits and our checker reviewed 180M of their projects. That’s 2B lines of code… and that was before Claude Code. They actually wrote these themselves (unless Kimba said otherwise :) A big thank you to all my SE team mates, I am so proud of what we have accomplished, and I will really miss you all. Thank you to Fred for the trust he put in me and always supporting my crazy new and disruptive ideas. Thank you to my students. It was an honor to work with you, watch you struggle but relentlessly move forward, no matter what, until you got this job. To those who are still struggling finding this job, keep pushing forward. Don’t let go. You got this. You all have worked so hard and I am so proud of you. You are the greatest thing I've ever been part of and I can't wait to see what impact you will have on the world. It’s your turn to shine now, and hopefully for some of you to give back to the community whenever you are in a position to. I hope you’ll keep sharing the good news with me when you get this internship, this job, or when you launch your company. These messages are everything to me. In any case, I’ll be watching you from afar, and you can count on me to continue answering all your LinkedIn and X messages. Can’t conclude without ALX Africa’s signature: continue to “Do Hard Things”. Remember who you are, where you are coming from, and where you set out to go. I’ll see you there soon. With love. J PS: Want to know what's next for me? Drop your email here:

Julien Barbier 🙃❤️🏴‍☠️

19,072 views • 6 months ago

⚙️ Attention n8n Builders: Time to Upgrade Your Crawlers. If you are running web scraping or data retrieval workflows on n8n, it is time to flip the switch. Stop relying on fragile datacenter proxies that get blocked every five minutes. Try UpRock. As a verified n8n integration, UpRock gives your workflows access to a global network of real devices for: → Live Web Crawling → Deep Research → Semantic Video Search → Real-Time Intelligence Retrieval No more building separate stacks for crawling, research, video understanding, and web intelligence. One node. One workflow. One global swarm. Want a Cheeky Credit Boost? We want to see what you are building. If you transition an active data-gathering workflow over to the UpRock node this week, reach out directly to our dev team. Drop a message or reply below with your use case, and we will hook you up with custom API testing credits to supercharge your swarm infrastructure. Get Started on n8n: Search for Scraper - UpRock Crawler in your n8n Nodes panel or grab the package directly on npm!
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⚙️ Attention n8n Builders: Time to Upgrade Your Crawlers. If you are running web scraping or data retrieval workflows on n8n, it is time to flip the switch. Stop relying on fragile datacenter proxies that get blocked every five minutes. Try UpRock. As a verified n8n integration, UpRock gives your workflows access to a global network of real devices for: → Live Web Crawling → Deep Research → Semantic Video Search → Real-Time Intelligence Retrieval No more building separate stacks for crawling, research, video understanding, and web intelligence. One node. One workflow. One global swarm. Want a Cheeky Credit Boost? We want to see what you are building. If you transition an active data-gathering workflow over to the UpRock node this week, reach out directly to our dev team. Drop a message or reply below with your use case, and we will hook you up with custom API testing credits to supercharge your swarm infrastructure. Get Started on n8n: Search for Scraper - UpRock Crawler in your n8n Nodes panel or grab the package directly on npm!

UpRock

91,821 views • 4 months ago

🐨 : “taehyung-ah... it's hard to pick out what i want to say to you. maybe it's because we're cherishing so many memories and so many moments like the sea we saw? [...] i remember how anxious you were before we debuted. your unique and strange character is so vague that i sometimes questioned what's in you that helped you endure all the way here. but as time passes, and i mature more, i learned that even i, who i myself thought was the most normal, am quite strange and unique like an alien. i was drawn by your strangeness. sometimes i really envy you. because you can get close easily to anyone and everyone likes you. your strangeness proved to be your unique charm. it may sound cringeworthy, but as a friend, a hyung who have been with you from the beginning of your trainee journey to now, i wanted to say thank you to you”
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🐨 : “taehyung-ah... it's hard to pick out what i want to say to you. maybe it's because we're cherishing so many memories and so many moments like the sea we saw? [...] i remember how anxious you were before we debuted. your unique and strange character is so vague that i sometimes questioned what's in you that helped you endure all the way here. but as time passes, and i mature more, i learned that even i, who i myself thought was the most normal, am quite strange and unique like an alien. i was drawn by your strangeness. sometimes i really envy you. because you can get close easily to anyone and everyone likes you. your strangeness proved to be your unique charm. it may sound cringeworthy, but as a friend, a hyung who have been with you from the beginning of your trainee journey to now, i wanted to say thank you to you”

esh⁷

62,137 views • 1 month ago

Dear Africans. I know you think we are cowards. You think we have allowed Mnangagwa to rule with impunity. This is is what we face. We have been facing this for the past 45 years. The problem is, we have been doing it peacefully but met with live bullets. SADC & AU are OK with us being killed. A time will come when we are going to pick matchets and guns and chop each other like what happened in Rwanda. SADC and AU will condemn us as barbarians. Millions of us have left our country not because we desire to be in your countries. We cannot live under this perpetual suffocation. Now we see that South Africans are tired of us. We don't want to be in your countries. We want to be in Zimbabwe. We have asked your presidents to restrain this rabid junta led by Mnangagwa but none of them has tried. We tried elections and we all saw what happened. We are at the end of out wits. and about to snap. If any of you can convince your governments to give us guns and a forest, you will see that we are not cowards.
0:14

Dear Africans. I know you think we are cowards. You think we have allowed Mnangagwa to rule with impunity. This is is what we face. We have been facing this for the past 45 years. The problem is, we have been doing it peacefully but met with live bullets. SADC & AU are OK with us being killed. A time will come when we are going to pick matchets and guns and chop each other like what happened in Rwanda. SADC and AU will condemn us as barbarians. Millions of us have left our country not because we desire to be in your countries. We cannot live under this perpetual suffocation. Now we see that South Africans are tired of us. We don't want to be in your countries. We want to be in Zimbabwe. We have asked your presidents to restrain this rabid junta led by Mnangagwa but none of them has tried. We tried elections and we all saw what happened. We are at the end of out wits. and about to snap. If any of you can convince your governments to give us guns and a forest, you will see that we are not cowards.

Freeman

167,311 views • 3 months ago

Incase you haven't been paying attention Mr.Zuck just said it in plain english that they want to have a cut of your revenue when using their Muse Agent. Make it free and available to everyone so you can build your business around it and then they take a cut of that money you make. Now the question is how many of these services planning to do that we absolutely don't know but as for me a prefer paying for a subscription than have them take a cut of the money I make btw the cut doesn't apply only for free users. So No thank you I'm gonna do my best to stick to open source agents (Hermes Agent, OpenClaw, etc) and run them on my machine instead of giving my data and money to any service whatsoever. I recommend watching the full interview some statements are outrageous.
0:18

Incase you haven't been paying attention Mr.Zuck just said it in plain english that they want to have a cut of your revenue when using their Muse Agent. Make it free and available to everyone so you can build your business around it and then they take a cut of that money you make. Now the question is how many of these services planning to do that we absolutely don't know but as for me a prefer paying for a subscription than have them take a cut of the money I make btw the cut doesn't apply only for free users. So No thank you I'm gonna do my best to stick to open source agents (Hermes Agent, OpenClaw, etc) and run them on my machine instead of giving my data and money to any service whatsoever. I recommend watching the full interview some statements are outrageous.

Elshayib

49,907 views • 1 month ago

An open letter to chibi 💕 Vtuber : Chibi, in my career as a manager, no one ever surprised me as you. I never saw someone like you. You are someone very professional and passionate for what you do. I truly have no words to say right now besides that I love your content and how you deal with your career. If I am a good manager today, you should know that one of my biggest inspirations is you. This simple mention of my name on your stream could be something really simple to you, but it truly made my day. I do hope we have the opportunity to talk to each other someday. I would love to learn a lot of more things with you. Keep being that amazing creator you are! I bet you are an amazing person as well. Keep doing it with the love you always have! 🩷
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An open letter to chibi 💕 Vtuber : Chibi, in my career as a manager, no one ever surprised me as you. I never saw someone like you. You are someone very professional and passionate for what you do. I truly have no words to say right now besides that I love your content and how you deal with your career. If I am a good manager today, you should know that one of my biggest inspirations is you. This simple mention of my name on your stream could be something really simple to you, but it truly made my day. I do hope we have the opportunity to talk to each other someday. I would love to learn a lot of more things with you. Keep being that amazing creator you are! I bet you are an amazing person as well. Keep doing it with the love you always have! 🩷

Lorran 🦘🤎

85,733 views • 10 months ago

most AI chatbots break when you ask a question that requires info from multiple sources for example try asking: “which client contracts are finishing up this month?” you’ll get a half-answer — or none at all why? because traditional chatbots only look at small snippets of your docs - they don’t understand how things connect across clients, services, timelines that’s where knowledge graphs come in they let you turn messy contracts into a web of relationships — like: "Client → Contract Type → Service Provided → End Date" so instead of guessing from a few chunks of text, your chatbot can search across all your clients and contracts to give accurate answers I made a full walkthrough on how I built this: – how to organize your contracts so an AI can actually use them – how to define what matters (like who signed what, and when) – how to get the AI to figure out what info it needs and where to find it – and how to feed that back into your chatbot so it gives accurate answers reply “graph” and I’ll DM it to you (must be following)
0:14

most AI chatbots break when you ask a question that requires info from multiple sources for example try asking: “which client contracts are finishing up this month?” you’ll get a half-answer — or none at all why? because traditional chatbots only look at small snippets of your docs - they don’t understand how things connect across clients, services, timelines that’s where knowledge graphs come in they let you turn messy contracts into a web of relationships — like: "Client → Contract Type → Service Provided → End Date" so instead of guessing from a few chunks of text, your chatbot can search across all your clients and contracts to give accurate answers I made a full walkthrough on how I built this: – how to organize your contracts so an AI can actually use them – how to define what matters (like who signed what, and when) – how to get the AI to figure out what info it needs and where to find it – and how to feed that back into your chatbot so it gives accurate answers reply “graph” and I’ll DM it to you (must be following)

Tyler

24,994 views • 1 year ago

Ready to achieve your dreams? Start by setting and commiting to goals! 🎯 With a clear vision and focused determination, you can turn your aspirations into reality. Goals are the foundation of success. 🏆 They give you a direction to follow and a target to aim for. When you set goals, you create a roadmap to your dreams, and without them, you're just driving in circles. Setting goals has many benefits. - It helps you prioritise your time and resources. Instead of being pulled in multiple directions, you can focus your energy on what really matters. - It provides motivation and a sense of purpose. When you have a clear goal, you have a reason to work hard and push through obstacles. Setting goals also helps you to measure progress and celebrate successes. By breaking down a big goal into smaller milestones, you can track your progress and see how far you've come.
0:16

Ready to achieve your dreams? Start by setting and commiting to goals! 🎯 With a clear vision and focused determination, you can turn your aspirations into reality. Goals are the foundation of success. 🏆 They give you a direction to follow and a target to aim for. When you set goals, you create a roadmap to your dreams, and without them, you're just driving in circles. Setting goals has many benefits. - It helps you prioritise your time and resources. Instead of being pulled in multiple directions, you can focus your energy on what really matters. - It provides motivation and a sense of purpose. When you have a clear goal, you have a reason to work hard and push through obstacles. Setting goals also helps you to measure progress and celebrate successes. By breaking down a big goal into smaller milestones, you can track your progress and see how far you've come.

Legacy Network

15,764 views • 3 years ago

🚀 My New Book is Here: Data Strategy (3rd Edition) 🚀 I’m thrilled to share the release of my latest bestselling book, Data Strategy: How to Use Data and Artificial Intelligence to Transform Your Business. Every business today needs data to survive - but simply having data is not enough. What matters is how you use it. A well-designed data strategy is the key to unlocking value, driving insights, and giving your organisation the competitive edge it needs to thrive in the digital economy. From small organisations to global enterprises, I’ve seen first-hand how a data-driven approach can transform operations, improve decision-making, and unlock entirely new opportunities. That’s why I’ve poured my experience into this book — to help leaders and teams build strategies that don’t just talk about data, but actually deliver measurable impact. 🔍 In this third edition, I’ve expanded the book to reflect the latest developments in data and AI, including: ✅ Generative AI and its role in shaping business innovation. ✅ Synthetic data and how it can accelerate AI adoption. ✅ The potential of quantum computing and what it means for the future of data. ✅ Expanded guidance on cybersecurity, regulations, and ethics in a data-driven world. This isn’t just a theoretical framework - it’s a practical guide to collecting, managing, and using data effectively in order to drive growth, innovation, and long-term success. Whether you’re leading a start-up or a multinational, Data Strategy will equip you with the tools you need to stay ahead in a rapidly evolving landscape. 📖 Pre-order your copy today: 👉 Amazon - 👉 Kogan Page - I can’t wait to hear how this book helps you craft your own data-driven strategy and transform your business for the future.
0:18

🚀 My New Book is Here: Data Strategy (3rd Edition) 🚀 I’m thrilled to share the release of my latest bestselling book, Data Strategy: How to Use Data and Artificial Intelligence to Transform Your Business. Every business today needs data to survive - but simply having data is not enough. What matters is how you use it. A well-designed data strategy is the key to unlocking value, driving insights, and giving your organisation the competitive edge it needs to thrive in the digital economy. From small organisations to global enterprises, I’ve seen first-hand how a data-driven approach can transform operations, improve decision-making, and unlock entirely new opportunities. That’s why I’ve poured my experience into this book — to help leaders and teams build strategies that don’t just talk about data, but actually deliver measurable impact. 🔍 In this third edition, I’ve expanded the book to reflect the latest developments in data and AI, including: ✅ Generative AI and its role in shaping business innovation. ✅ Synthetic data and how it can accelerate AI adoption. ✅ The potential of quantum computing and what it means for the future of data. ✅ Expanded guidance on cybersecurity, regulations, and ethics in a data-driven world. This isn’t just a theoretical framework - it’s a practical guide to collecting, managing, and using data effectively in order to drive growth, innovation, and long-term success. Whether you’re leading a start-up or a multinational, Data Strategy will equip you with the tools you need to stay ahead in a rapidly evolving landscape. 📖 Pre-order your copy today: 👉 Amazon - 👉 Kogan Page - I can’t wait to hear how this book helps you craft your own data-driven strategy and transform your business for the future.

Bernard Marr

10,980 views • 1 year ago

WEF - Data use and access Bill “In this new world we must accept total transparency. You have to get used to it. You have to behave accordingly. Intergrated into your personality. But of you have nothing to hide, you shouldn’t be afraid.” Total control looks like this ‼️
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WEF - Data use and access Bill “In this new world we must accept total transparency. You have to get used to it. You have to behave accordingly. Intergrated into your personality. But of you have nothing to hide, you shouldn’t be afraid.” Total control looks like this ‼️

Bernie

148,902 views • 1 year ago

With a straight face, Mark Carney says that his government AI strategy will protect your privacy...and you children: "The first is trust, we will protect your data, your privacy and your children." Huh?! The Liberals have Bills that literally do the opposite of this and want backdoor access to our data, infringing on our privacy.
0:13

With a straight face, Mark Carney says that his government AI strategy will protect your privacy...and you children: "The first is trust, we will protect your data, your privacy and your children." Huh?! The Liberals have Bills that literally do the opposite of this and want backdoor access to our data, infringing on our privacy.

Kirk Lubimov

30,236 views • 4 months ago