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【August Live2D Slots Open】 ♡ — Inquiry - (2 slots) For models with long term plans ♡ — VGEN - (1 slot) For simple models & PSD review ♡ Options ♡ - Fullbody | Chibi | Mascot | PSD Review Inquiry applications close on August 7th! (More details below)

Cwunchy 🍤

3,482 subscribers

18,865 views • 1 year ago •via X (Twitter)

Anya Rossi• Live Now

Private livecam show

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Cwunchy 🍤1 year ago

— For models that have future plans for updates or may require more communication, apply here! — VGen slots will now be available as a low-cost option for models that may not need that much communication!

Bite Requin1 year ago

@chiyomoberi the floof at 0:12 seconds!

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CALLING ALL VTUBERS‼️ looking for a video editor for shorts to promote your content? I'm opening up slots for long term clients but also have slots available on my vgen! :D ♡ + ↻ or vouches appreciated! 🔽More Information Below🔽

CALLING ALL VTUBERS‼️ looking for a video editor for shorts to promote your content? I'm opening up slots for long term clients but also have slots available on my vgen! :D ♡ + ↻ or vouches appreciated! 🔽More Information Below🔽

Glossy🌙✨ 2.0 LOADING..

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💜Vtuber Comms Waitlist Open💜 Full Body Art - $250 Full Body Rig - $320 Feel free to DM us for any further info! ٩(ˊᗜˋ*)و ♡ We do mascot, chibi and 3/4 model too~ Payment plans available ✅ ♡ + ↺ appreciated! ⬇️Waitlist slot will be updated below⬇️

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Amilim and Reisth || MV Commission Open

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Instead of wasting 10k on a model connected to drama. I suggest you look into Moshie Studio ✦ Live2D & Stream Assets ✦ Moshie 𓆩♡𓆪 モシ for a studio that pours their heart and soul into their work. Custom made models with various starting price points and payment plans! Small clip being I’m on my phone!

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Dani Dawnstar ✨✨LUMINARA ✨

27,392 views • 1 year ago

Announcing the Spark Tokenization Grand Prix, an open competition to onboard $1 billion in tokenized real-world assets to Maker is now Sky. The Grand Prix is open to all innovators and issuers interested in competing to shape the future of tokenized public securities and their place in decentralized finance. The selected onboarding partners will receive up to $1 billion worth of liquidity, with the potential for greater expansion following the Endgame launch. Applications open from 12 August 2024. A panel with prominent entities such as Phoenix Labs and Steakhouse Financial will judge the applications, assessing entries based on key criteria, including: • Pricing: Competitive and transparent pricing models. • Liquidity: High liquidity for seamless transactions. • Strategic alignment: Compatibility with Spark's long-term vision and goals. After the finalists are selected, MKR token holders will vote on the winning application through the MakerDAO governance cycle.

Announcing the Spark Tokenization Grand Prix, an open competition to onboard $1 billion in tokenized real-world assets to Maker is now Sky. The Grand Prix is open to all innovators and issuers interested in competing to shape the future of tokenized public securities and their place in decentralized finance. The selected onboarding partners will receive up to $1 billion worth of liquidity, with the potential for greater expansion following the Endgame launch. Applications open from 12 August 2024. A panel with prominent entities such as Phoenix Labs and Steakhouse Financial will judge the applications, assessing entries based on key criteria, including: • Pricing: Competitive and transparent pricing models. • Liquidity: High liquidity for seamless transactions. • Strategic alignment: Compatibility with Spark's long-term vision and goals. After the finalists are selected, MKR token holders will vote on the winning application through the MakerDAO governance cycle.

Spark

69,915 views • 2 years ago

Selling my beautiful twin tailed fox, it was a hard decision after being associated with her for 3 years but since I've rebranded I know this is the right decision. Selling for 3k, can negotiate if need be! Please DM with serious offers! She comes with 🌸MODELS 🩷 1.0 - 3 outfits - all rigged 🩷 2.0 - 2 outfits - one rigged 🩷 Unique posed model 🩷 Chibi - Not rigged 🌸 Assets 🩷 Overlay - Just chatting - Gaming 🩷 Emotes - 12 static - 6 animated 🩷 Sub Badges 🌸 Art 🩷 20+ pieces of art (currently getting a folder ready of everything from artists that have approved of me bundling their art with my model, it's taking awhile 😩) I got permission from everyone to sell my models! Thank you so much ⌘ Kibu ⌘ How is kibu still alive? , Princess ♡ 👑 , Oppose🛟🐬 , hkl | CMS open ↻ are appreciated!

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Selling my beautiful twin tailed fox, it was a hard decision after being associated with her for 3 years but since I've rebranded I know this is the right decision. Selling for 3k, can negotiate if need be! Please DM with serious offers! She comes with 🌸MODELS 🩷 1.0 - 3 outfits - all rigged 🩷 2.0 - 2 outfits - one rigged 🩷 Unique posed model 🩷 Chibi - Not rigged 🌸 Assets 🩷 Overlay - Just chatting - Gaming 🩷 Emotes - 12 static - 6 animated 🩷 Sub Badges 🌸 Art 🩷 20+ pieces of art (currently getting a folder ready of everything from artists that have approved of me bundling their art with my model, it's taking awhile 😩) I got permission from everyone to sell my models! Thank you so much ⌘ Kibu ⌘ How is kibu still alive? , Princess ♡ 👑 , Oppose🛟🐬 , hkl | CMS open ↻ are appreciated!

ʚ Ascensia ɞ

25,312 views • 1 year ago

You can now try Llama 3.1 405B for free (link below)! This is the largest open-source model out there, and for the first time, an open model is competitive with closed models. This time around, Meta did something new: Llama 3.1 has a license that allows developers to use it to enhance other models. For the first time, you can distill Llama 3.1 405B's capabilities into a smaller, more practical model for your use case. First, here is the link where you can play with Llama 3.1 for free: The model is hosted in Tune Studio, an end-to-end platform for developing applications using Large Language Models. They are sponsoring this post. Take a look at the attached video. It will show you how you can fine-tune a simple model using Llama 3.1 without leaving the platform: 1. You can create an empty dataset 2. Use the playground to generate and record interactions with Llama 3.1 3. Modify the dataset directly using the playground 4. Export the data and fine-tune a smaller model Fast and easy! As long as you have a web browser, you can start experimenting with fine-tuning and Llama 3.1. That's all it takes!

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Santiago

55,609 views • 1 year ago

AI models currently have a 50% chance of doing something that takes a human expert one hour. This doubles every 7 months. In 2 years? They could automate full workdays. In 4 years? A full month. I discuss the most important graph in AI today with Beth Barnes, the CEO of METR, which uncovered this rule of AI progress. Her bottom line: "It really doesn't seem like 2 years would be surprising for recursively self-improving AI." Beth also explains: where company safety testing fails, why there are no true closed-weight models, AI undermines leading powers, why she's come around on open weighting, and why models might be about to start playing dumb much more often. Enjoy! Available on the 80,000 Hours Podcast in all apps. Links below. 1:51 Can we see AI scheming in the chain of thought? 12:50 Alignment faking 17:33 We have to test models before they're even used inside AI companies 31:56 Each 7 months models can do tasks twice as long 51:31 METR's research finds AIs are solid at AI research already 58:18 AI may turn out to be strong at novel and creative research 1:07:55 Recursively self-improving AI might even be here in two years 1:14:29 Could evaluations backfire? 1:39:55 Do we need external auditors doing AI safety tests? 1:54:09 Why not work at AI companies 2:08:40 The new more dire situation has forced changes to METR's strategy 2:21:49 Overrated: Interpretability research 2:32:55 Overrated: Major AI companies' contributions to safety research 2:39:15 Could we ban using AI to enhance AI, or is that just naive? 2:45:31 Open-weighting models is often good 2:50:22 What we can learn about AGI from the nuclear arms race 3:10:43 AI is more like bioweapons because it undermines the leading power 3:42:09 What research METR plans to do next

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Rob Wiblin

93,669 views • 1 year ago

$ONDS ERIC BROCK: THERE WILL BE LESS THAN 10 TRUE LONG-TERM WINNERS IN THESE MARKETS; THE MARKET CAPITALIZATION AND GLOBAL SCALE OF THESE WINNERS WILL BE MASSIVE I realize a lot of people out there interested in $ONDS are not traditional long-term investors; they are more so short-term traders or tourists trying to capitalize on an exciting, volatile name, and that’s perfectly fine. However, for the folks actually seeking to more deeply understand the long-term vision and opportunity for $ONDS, I highly encourage you to focus on what Eric Brock Eric Brock is saying in this video. I’ve outlined the key points for you below: 1. Massive fragmentation today: The drone and embedded autonomy market currently includes hundreds of companies, many operating at the technological edge, but lacking the scale, balance sheets, and operational maturity required for long-term success. 2. Industry consolidation ahead: Over the next 3–5 years, the market is expected to narrow to ~20 or fewer companies with the financial strength, execution capability, and investor backing necessary to scale. 3. Long-term winners will be few: Looking 10 years out, Brock anticipates fewer than 10 global-scale companies dominating the embedded drone and autonomy ecosystem. 4. Technology-driven markets: Future leaders will be technology companies, not commodity manufacturers. 5. Exceptional economics expected: Winning platforms are expected to deliver high margins, high ROC, and defensible, differentiated economic models. 6. Large total market opportunity: Brock emphasized that the sector represents a TAM measured in the tens of billions of dollars, potentially significantly more, as autonomous systems scale across defense, industrial, and infrastructure applications. 7. Significant market capitalization creation: As consolidation occurs within a large and expanding market, Brock expects substantial long-term market capitalization creation for the small number of scaled leaders. Eric Brock is not just saying these things; he is taking action to ensure $ONDS is one of those winners in the end. Full video linked here:

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Compound Interest Enjoyer 📈

54,048 views • 5 months ago

S10 Preseason Leeks 💖 The most exciting preseason for Origins is right around the corner. If everything goes well, Origins will go into maintenance for the preseason update on August 7 at 11:30 AM PHT / August 6 at 11:30 PM EST. Lets dive into the latest developments as we get ready for the S10 Preseason Launch 👇 🪜 Collectible Leaderboard As we bring much needed gameplay utility to Collectible Axies with Meta Morph, Collectible Leaderboard will serve as the true battleground for the most precious axies in Lunacia. 🔹 Prizepool of Collectible Leaderboard has been increased from 4,000 AXS to 6,000 AXS. 🔹 Collectible Leaderboard will be live for 3 weeks from Aug 7, 11:30 AM PHT to Aug 28, 11:00 AM PHT. 🔹 Era based testing will be carried out with 1 week dedicated to each era. 🔹 Preseason Cup will not be hosted during this preseason. The focus will be on Collectible Leaderboard for balance patch testing. ✨ Meta Morph After getting important feedback regarding Meta Morph from the community and further internal review, we've decided to implement the following changes: 🔹 Body parts of the morphed cards will be visually changed once battle begins. This is necessary to make it easier for players to be able to check quickly what team the opponent is playing. An example of Meta Morph visuals can be seen in the attached video below. 🔹 The bonus HP of Collectible Axies will be removed. As Collectible Axies will now be much more versatile and able to play all types of teams, the bonus HP is no longer deemed necessary. Therefore, it will be removed when the S10 Preseason launches. 🔹 Clarification around morphing: To morph into a card, player needs to have at least one NFT axie with that card in their inventory. For example: If I want to morph the back card of my collectible axie into a Cupid then I need to have at least one NFT axie with Cupid in my inventory. 🔹 Adjusted various values for the Morph process for different collectibles. Check out the full details here: 🐻 Roguelike Mode v1.0 The groundwork for Origins PvE will be laid with v1.0 of Roguelike Mode. This will be the first version as we work with the community to test how a PvE game mode will function in Origins. 🔹 Roguelike Mode v1.0 will be live during the S10 preseason and last for 3 weeks, from August 7 to August 28. After this, we will gather feedback from the community and work towards the next update for Roguelike Mode to improve it even further. 🔹 Roguelike Mode will launch with 3 exciting contests for the community to participate in. Details for the contests will be shared on August 7th when preseason launches. 🔹 Check out the previously shared details for Roguelike Mode v1.0 here: 🗒️ S10 Balance Patch The S10 balance patch info will be shared on Sunday, Aug 4, 9 PM PHT / 9 AM EST As always, keep that valuable feedback coming as we head towards the most exciting period for Axie Origins. See you in the arena! 🔥

S10 Preseason Leeks 💖 The most exciting preseason for Origins is right around the corner. If everything goes well, Origins will go into maintenance for the preseason update on August 7 at 11:30 AM PHT / August 6 at 11:30 PM EST. Lets dive into the latest developments as we get ready for the S10 Preseason Launch 👇 🪜 Collectible Leaderboard As we bring much needed gameplay utility to Collectible Axies with Meta Morph, Collectible Leaderboard will serve as the true battleground for the most precious axies in Lunacia. 🔹 Prizepool of Collectible Leaderboard has been increased from 4,000 AXS to 6,000 AXS. 🔹 Collectible Leaderboard will be live for 3 weeks from Aug 7, 11:30 AM PHT to Aug 28, 11:00 AM PHT. 🔹 Era based testing will be carried out with 1 week dedicated to each era. 🔹 Preseason Cup will not be hosted during this preseason. The focus will be on Collectible Leaderboard for balance patch testing. ✨ Meta Morph After getting important feedback regarding Meta Morph from the community and further internal review, we've decided to implement the following changes: 🔹 Body parts of the morphed cards will be visually changed once battle begins. This is necessary to make it easier for players to be able to check quickly what team the opponent is playing. An example of Meta Morph visuals can be seen in the attached video below. 🔹 The bonus HP of Collectible Axies will be removed. As Collectible Axies will now be much more versatile and able to play all types of teams, the bonus HP is no longer deemed necessary. Therefore, it will be removed when the S10 Preseason launches. 🔹 Clarification around morphing: To morph into a card, player needs to have at least one NFT axie with that card in their inventory. For example: If I want to morph the back card of my collectible axie into a Cupid then I need to have at least one NFT axie with Cupid in my inventory. 🔹 Adjusted various values for the Morph process for different collectibles. Check out the full details here: 🐻 Roguelike Mode v1.0 The groundwork for Origins PvE will be laid with v1.0 of Roguelike Mode. This will be the first version as we work with the community to test how a PvE game mode will function in Origins. 🔹 Roguelike Mode v1.0 will be live during the S10 preseason and last for 3 weeks, from August 7 to August 28. After this, we will gather feedback from the community and work towards the next update for Roguelike Mode to improve it even further. 🔹 Roguelike Mode will launch with 3 exciting contests for the community to participate in. Details for the contests will be shared on August 7th when preseason launches. 🔹 Check out the previously shared details for Roguelike Mode v1.0 here: 🗒️ S10 Balance Patch The S10 balance patch info will be shared on Sunday, Aug 4, 9 PM PHT / 9 AM EST As always, keep that valuable feedback coming as we head towards the most exciting period for Axie Origins. See you in the arena! 🔥

Jaatster.ron | जाटस्टर 🇮🇳

44,737 views • 1 year ago

🔬 Exciting News! Our manuscript, "scGPT: toward building a foundation model for single-cell multi-omics using generative AI" is now finally published in Nature Methods (Nature Methods) 🎉 !!! (Re-)Introducing scGPT: A transformative foundation model engineered for single-cell omics analysis. Developed through the analysis of over 33 million human cells, scGPT sets a new benchmark for application versatility, offering both fine-tuning and zero-shot capabilities. Since its preprint in May 2023, scGPT has significantly impacted the field, evidenced by 13K+ installations, 600+ GitHub stars 🌟, and 40+ citations before its official publication! scGPT has been validated by numerous benchmark studies as a leading foundation model in single-cell analysis. Its pre-trained embeddings extend its utility beyond single-cell studies, enhancing a variety of downstream tasks including protein enrichment and genetic perturbation predictions. Some key updates lately: ---Expanded zero-shot applications for efficient reference mapping and integration, now with CellXGene census integration. ---Advanced perturbation analysis capabilities, including genome-scale perturb-seq data analysis and bulk sequencing data generalization. ---Upgraded scGPT package, offering versatile model loading compatible with PyTorch and flash-attn, for both GPU and CPU. ---Cloud-based scGPT applications for reference mapping, cell annotation, and gene regulatory network inference are available on ---Integration with Hugging Face for easier model training. Limitations: scGPT is an early foray into foundation models for single-cell omics, facing challenges like limited zero-shot learning in some tasks, pretraining constraints, data quality issues, and evaluation limitations. See our Supplementary Notes for details. 🚀 Future Work? Short-Term Goals: 1. Releasing a Mouse Model for broader analysis. 2. Developing a comprehensive evaluation suite for foundation models in single-cell analysis. 3. Creating a foundation model for single-cell spatial omics. 4. Enhancing zero-shot capacity by integrating scGPT with RAG (e.g., knowledge graphs). Long-Term Goals: 1. Expanding scGPT for comprehensive single-cell multi-omics analysis. 2. Developing an in-silico perturbation model for predicting genetic perturbation effects. 3. Merging scGPT with multi-modal genomic sequence models for a deeper understanding of cell biology. 📚 Access the paper on Nature Methods: 🔬Preprint in Bioarixv: 💻 All our codes/data/weights are open source: Wholehearted congratulations to all the authors, especially the two co-first authors, Haotian (Haotian Cui ) and Chloe (ChloeXWang), who are really the emerging superstars in AI and biology! Vector Institute Peter Munk Cardiac Centre AI U of T Department of Computer Science Department of Laboratory Medicine & Pathobiology University Health Network University of Toronto #scGPT #GenerativeAI #AI4Science #Combio #opensource

🔬 Exciting News! Our manuscript, "scGPT: toward building a foundation model for single-cell multi-omics using generative AI" is now finally published in Nature Methods (Nature Methods) 🎉 !!! (Re-)Introducing scGPT: A transformative foundation model engineered for single-cell omics analysis. Developed through the analysis of over 33 million human cells, scGPT sets a new benchmark for application versatility, offering both fine-tuning and zero-shot capabilities. Since its preprint in May 2023, scGPT has significantly impacted the field, evidenced by 13K+ installations, 600+ GitHub stars 🌟, and 40+ citations before its official publication! scGPT has been validated by numerous benchmark studies as a leading foundation model in single-cell analysis. Its pre-trained embeddings extend its utility beyond single-cell studies, enhancing a variety of downstream tasks including protein enrichment and genetic perturbation predictions. Some key updates lately: ---Expanded zero-shot applications for efficient reference mapping and integration, now with CellXGene census integration. ---Advanced perturbation analysis capabilities, including genome-scale perturb-seq data analysis and bulk sequencing data generalization. ---Upgraded scGPT package, offering versatile model loading compatible with PyTorch and flash-attn, for both GPU and CPU. ---Cloud-based scGPT applications for reference mapping, cell annotation, and gene regulatory network inference are available on ---Integration with Hugging Face for easier model training. Limitations: scGPT is an early foray into foundation models for single-cell omics, facing challenges like limited zero-shot learning in some tasks, pretraining constraints, data quality issues, and evaluation limitations. See our Supplementary Notes for details. 🚀 Future Work? Short-Term Goals: 1. Releasing a Mouse Model for broader analysis. 2. Developing a comprehensive evaluation suite for foundation models in single-cell analysis. 3. Creating a foundation model for single-cell spatial omics. 4. Enhancing zero-shot capacity by integrating scGPT with RAG (e.g., knowledge graphs). Long-Term Goals: 1. Expanding scGPT for comprehensive single-cell multi-omics analysis. 2. Developing an in-silico perturbation model for predicting genetic perturbation effects. 3. Merging scGPT with multi-modal genomic sequence models for a deeper understanding of cell biology. 📚 Access the paper on Nature Methods: 🔬Preprint in Bioarixv: 💻 All our codes/data/weights are open source: Wholehearted congratulations to all the authors, especially the two co-first authors, Haotian (Haotian Cui ) and Chloe (ChloeXWang), who are really the emerging superstars in AI and biology! Vector Institute Peter Munk Cardiac Centre AI U of T Department of Computer Science Department of Laboratory Medicine & Pathobiology University Health Network University of Toronto #scGPT #GenerativeAI #AI4Science #Combio #opensource

Bo Wang

199,657 views • 2 years 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

‼️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

If you could only learn one thing that will be relevant for the next 10-20 years, focus on learning how to deal with data. The future is not about faster hardware, smarter algorithms, or better ideas. The future is about DATA, and those who know how to deal with it will stay relevant much longer than anyone else. I recorded a video to show you how easy it is to get started. In the video, I'm using Kestra. For a long time, I was a fan of AirFlow. Then, I moved to AWS Step Functions. Today, I only use Kestra. Kestra is open-source (repo link below) and kind enough to sponsor my work. The video will show you how easy it is to do the following: 1. Run Kestra locally (literally, one command) 2. Build a simple flow 3. Run Python scripts as part of your flow 4. Connect to HuggingFace models If you have never built a data pipeline, open Kestra's Quick Start Guide and follow their examples. (I think it will take you one weekend to feel comfortable with the application and build the courage you need to get into more serious work.)

If you could only learn one thing that will be relevant for the next 10-20 years, focus on learning how to deal with data. The future is not about faster hardware, smarter algorithms, or better ideas. The future is about DATA, and those who know how to deal with it will stay relevant much longer than anyone else. I recorded a video to show you how easy it is to get started. In the video, I'm using Kestra. For a long time, I was a fan of AirFlow. Then, I moved to AWS Step Functions. Today, I only use Kestra. Kestra is open-source (repo link below) and kind enough to sponsor my work. The video will show you how easy it is to do the following: 1. Run Kestra locally (literally, one command) 2. Build a simple flow 3. Run Python scripts as part of your flow 4. Connect to HuggingFace models If you have never built a data pipeline, open Kestra's Quick Start Guide and follow their examples. (I think it will take you one weekend to feel comfortable with the application and build the courage you need to get into more serious work.)

Santiago

51,012 views • 1 year ago

The Rape Gang Inquiry Was Never Just an Inquiry Rupert Lowe MP has posted an update on his rape gang inquiry. The draft report is under legal review and, once satisfied, he intends to use parliamentary privilege to name perpetrators and officials in the House of Commons before it is published. The report will not appear until the local elections on 7th May have passed, and the surplus funds from the crowdfunder are described as ready for private prosecutions. A move away from the victim charities the crowdfunder initially specified. Nearly 23,000 people contributed close to £1 million to uncover the truth about grooming gangs in the UK. The task of the most significant crowdfunded political campaign in British history was to produce a report answering three questions the state had refused to answer: - What happened? - How did it happen? - Why was it allowed to happen? The report has not been published and what those donors were promised has become something else. What follows is my analysis of what is actually going on and what must now happen. The full article accompanyting this transmission will be published on Red Wall and the Rabble this week. I supported this inquiry as an ambassador from the outset. I contacting survivors personally and helped them submit evidence. I believed in what it set out to do. I still do. Everything that follows is said from that position. _________ Politicians protected the rape gangs. They sold children for votes and sacrificed little White girls on the altar of multiculturalism. Networks of politically protected Pakistani men gang-raped girls and trafficked them across the country on an industrial scale. Reads like a far-right conspiracy? There is now a National Inquiry underway to investigate this very scandal. My name is Raja Miah. In a previous life, I helped safeguard children and keep this country safe from violent extremists. For the last eight years, some of the most powerful politicians in the country have tried and failed to silence me. Because I exposed what really happened and helped force the national inquiry. With the help of ordinary people like you, we have forced this into the open. What happens next is not controlled by the government. It will be determined by our resolve. My work is free because the truth has to circulate. But truth without numbers is easy to crush. Every subscriber is a number they can't erase. Subscribe to my newsletter . If you can afford it, support me with the equivalent of 75p a week. If you can't, read for free, get educated and just share the work. 🔴 My work is 100% community funded. It is the small acts of kindness that keep me going. Please buy me a coffee. It makes all the difference. 👉 👉 I have no millionaire sponsors. No political parties dare support me. It makes no difference. I have you. And look just how far we've come. Raja Miah MBE

The Rape Gang Inquiry Was Never Just an Inquiry Rupert Lowe MP has posted an update on his rape gang inquiry. The draft report is under legal review and, once satisfied, he intends to use parliamentary privilege to name perpetrators and officials in the House of Commons before it is published. The report will not appear until the local elections on 7th May have passed, and the surplus funds from the crowdfunder are described as ready for private prosecutions. A move away from the victim charities the crowdfunder initially specified. Nearly 23,000 people contributed close to £1 million to uncover the truth about grooming gangs in the UK. The task of the most significant crowdfunded political campaign in British history was to produce a report answering three questions the state had refused to answer: - What happened? - How did it happen? - Why was it allowed to happen? The report has not been published and what those donors were promised has become something else. What follows is my analysis of what is actually going on and what must now happen. The full article accompanyting this transmission will be published on Red Wall and the Rabble this week. I supported this inquiry as an ambassador from the outset. I contacting survivors personally and helped them submit evidence. I believed in what it set out to do. I still do. Everything that follows is said from that position. _________ Politicians protected the rape gangs. They sold children for votes and sacrificed little White girls on the altar of multiculturalism. Networks of politically protected Pakistani men gang-raped girls and trafficked them across the country on an industrial scale. Reads like a far-right conspiracy? There is now a National Inquiry underway to investigate this very scandal. My name is Raja Miah. In a previous life, I helped safeguard children and keep this country safe from violent extremists. For the last eight years, some of the most powerful politicians in the country have tried and failed to silence me. Because I exposed what really happened and helped force the national inquiry. With the help of ordinary people like you, we have forced this into the open. What happens next is not controlled by the government. It will be determined by our resolve. My work is free because the truth has to circulate. But truth without numbers is easy to crush. Every subscriber is a number they can't erase. Subscribe to my newsletter . If you can afford it, support me with the equivalent of 75p a week. If you can't, read for free, get educated and just share the work. 🔴 My work is 100% community funded. It is the small acts of kindness that keep me going. Please buy me a coffee. It makes all the difference. 👉 👉 I have no millionaire sponsors. No political parties dare support me. It makes no difference. I have you. And look just how far we've come. Raja Miah MBE

Raja Miah

35,480 views • 2 months ago

Joining his rape gang protecting The Labour Party colleagues, Andy Burnham is now scrambling to rewrite his role in the cover-up of the Pakistani grooming gangs. Not to be outdone by Jess Phillips’ recent confessions in Parliament, Burnham and Greater Manchester Combined Authority have pushed out a timeline suggesting the King of the North has worked tirelessly to uncover the truth. In reality, it’s spin and deflection. Here’s what Burnham finally admitted back in January 2025 AFTER the cover up was exposed: “Let me be absolutely honest with people, there will always be limitation to what you can do with a local inquiry and I will admit there are limitations to the review that I set up because it cannot compel. The independent review team… could not compel somebody to speak to them… and that is part of why I say there’s a case for a national inquiry, not just into Oldham but into this issue more broadly.” The timestamped video below lays it out clearly. It shows Burnham’s real record long before Elon Musk exposed how senior UK figures were complicit in the cover-up of the industrial-scale gang rape of children. If Burnham and his bloc vote reliant blag artists had got there way. This would all have been bare faced lies ridng a far right bandwagon. I'll leave it to you to decide whether you believe Burnham’s revisionism, or the evidence of his actions. _________ I have 3 questions I would like you to consider. 1. Do you believe the government would have voluntarily agreed to a National Inquiry without years of relentless sacrifice from survivors and campaigners who refused to be silenced? 2. Do you believe the Inquiry will actually hold public officials, police officers, and politicians accountable for enabling the industrial-scale gang rape of children? 3. Do you trust Shabana Mahmood MP and Jess Phillips to deliver justice? If your answer to these questions is No, then you already know why my work must continue. _________ I am Raja Miah. Seven years ago I began exposing how politicians protected the rape gangs. The truth can no longer be buried. The Pakistani rape gangs are real. Their victims number in the hundreds of thousands. And the cover up is still ongoing. Now the National Inquiry is about to begin. This is our one chance to stop another whitewash. But that will only happen if enough people know the truth and are willing to fight back. Despite the media blackout, Red Wall and the Rabble has grown to over 6,000 subscribers. I need your help to reach 10,000 before the inquiry begins. Every new subscriber makes it harder for them to bury this story. Every share makes it harder to dismiss the evidence. Every voice raised brings justice closer. 🔴 Subscribe for free or support the work for just 75p a week or £30 for the full year 👉 🔴 Prefer a one-off contribution? 👉 👉 This is the fight. This is the moment. There will not be another. – Raja Miah MBE

Joining his rape gang protecting The Labour Party colleagues, Andy Burnham is now scrambling to rewrite his role in the cover-up of the Pakistani grooming gangs. Not to be outdone by Jess Phillips’ recent confessions in Parliament, Burnham and Greater Manchester Combined Authority have pushed out a timeline suggesting the King of the North has worked tirelessly to uncover the truth. In reality, it’s spin and deflection. Here’s what Burnham finally admitted back in January 2025 AFTER the cover up was exposed: “Let me be absolutely honest with people, there will always be limitation to what you can do with a local inquiry and I will admit there are limitations to the review that I set up because it cannot compel. The independent review team… could not compel somebody to speak to them… and that is part of why I say there’s a case for a national inquiry, not just into Oldham but into this issue more broadly.” The timestamped video below lays it out clearly. It shows Burnham’s real record long before Elon Musk exposed how senior UK figures were complicit in the cover-up of the industrial-scale gang rape of children. If Burnham and his bloc vote reliant blag artists had got there way. This would all have been bare faced lies ridng a far right bandwagon. I'll leave it to you to decide whether you believe Burnham’s revisionism, or the evidence of his actions. _ I have 3 questions I would like you to consider. 1. Do you believe the government would have voluntarily agreed to a National Inquiry without years of relentless sacrifice from survivors and campaigners who refused to be silenced? 2. Do you believe the Inquiry will actually hold public officials, police officers, and politicians accountable for enabling the industrial-scale gang rape of children? 3. Do you trust Shabana Mahmood MP and Jess Phillips to deliver justice? If your answer to these questions is No, then you already know why my work must continue. _ I am Raja Miah. Seven years ago I began exposing how politicians protected the rape gangs. The truth can no longer be buried. The Pakistani rape gangs are real. Their victims number in the hundreds of thousands. And the cover up is still ongoing. Now the National Inquiry is about to begin. This is our one chance to stop another whitewash. But that will only happen if enough people know the truth and are willing to fight back. Despite the media blackout, Red Wall and the Rabble has grown to over 6,000 subscribers. I need your help to reach 10,000 before the inquiry begins. Every new subscriber makes it harder for them to bury this story. Every share makes it harder to dismiss the evidence. Every voice raised brings justice closer. 🔴 Subscribe for free or support the work for just 75p a week or £30 for the full year 👉 🔴 Prefer a one-off contribution? 👉 👉 This is the fight. This is the moment. There will not be another. – Raja Miah MBE

Raja Miah

22,758 views • 10 months ago

EMIBONNIE GLOW YOUR SOUL #SeoulSocietyClinicxEmiBonnie Q: If you had to post a couple photo for Valentine's day, what would you write as the caption? 🦊: ♡_♡ 🐰: Do you love me?* 🎤: A couple photo for Valentine's day. What caption would you put? 🦊: In my mind, I can only think of cheesy lines 😆 🎤: Give it a try, there's no right or wrong. What should your caption be? It can be simple, it doesn't have to complicated. 🎤: Are you ready? No need to think deeply, you can keep it simple. 🐰: (trying to get ideas from the fans) 🎤: Do you usually write long captions? 🦊: No, not really. 🎤: Are you ready? 🦊: I can only think of cheesy lines. 🐰: (shows off her answer to the fans) 🐰: Is it not okay? 🗣️: (suggests something) 🐰: Oh! (changes her answer)** 🎤: Bonnie's is pretty long. 🦊: It's long? 🎤: It's pretty long. 🐰: Ahh~ 🎤: Ready? 1, 2, 3! 🦊: "Do you love me?" 🐰: Do you love me~? 🦊: Ahh, "do you love me?" 🎤: But the answer is already in her drawing! 🦊: (helps clean the lipstick from Bonnie's teeth and block it from view) 🐰: I had lipstick on my teeth. 🦊: It's still there. 🎤: Can I get a tissue? 🦊: It's gone. 🐰: (at the fans) Why didn't you tell me? 🎤: The answers are close, there's love there~ 🦊: There's love in these two hearts (shows off her board). * Bonnie wrote the question particle as มุ้ย (mui) instead of มั้ย (mai), like one of the viral scenes in the 'Me and Thee' series where Thee was asking Peach if he loved him. ** From a fan photo I saw, iirc it seems previously she'd written "number one girl". Not sure, if you've seen it, you can confirm :)

EMIBONNIE GLOW YOUR SOUL #SeoulSocietyClinicxEmiBonnie Q: If you had to post a couple photo for Valentine's day, what would you write as the caption? 🦊: ♡_♡ 🐰: Do you love me?* 🎤: A couple photo for Valentine's day. What caption would you put? 🦊: In my mind, I can only think of cheesy lines 😆 🎤: Give it a try, there's no right or wrong. What should your caption be? It can be simple, it doesn't have to complicated. 🎤: Are you ready? No need to think deeply, you can keep it simple. 🐰: (trying to get ideas from the fans) 🎤: Do you usually write long captions? 🦊: No, not really. 🎤: Are you ready? 🦊: I can only think of cheesy lines. 🐰: (shows off her answer to the fans) 🐰: Is it not okay? 🗣️: (suggests something) 🐰: Oh! (changes her answer)** 🎤: Bonnie's is pretty long. 🦊: It's long? 🎤: It's pretty long. 🐰: Ahh~ 🎤: Ready? 1, 2, 3! 🦊: "Do you love me?" 🐰: Do you love me~? 🦊: Ahh, "do you love me?" 🎤: But the answer is already in her drawing! 🦊: (helps clean the lipstick from Bonnie's teeth and block it from view) 🐰: I had lipstick on my teeth. 🦊: It's still there. 🎤: Can I get a tissue? 🦊: It's gone. 🐰: (at the fans) Why didn't you tell me? 🎤: The answers are close, there's love there~ 🦊: There's love in these two hearts (shows off her board). * Bonnie wrote the question particle as มุ้ย (mui) instead of มั้ย (mai), like one of the viral scenes in the 'Me and Thee' series where Thee was asking Peach if he loved him. ** From a fan photo I saw, iirc it seems previously she'd written "number one girl". Not sure, if you've seen it, you can confirm :)

K-bab

13,562 views • 5 months ago

Six Months ago, I launched an appeal for Femi who is battling Colon Cancer. It has been a very long ride but we thank God for where we are now. Femi is doing so much better and we are confident he will beat this cancer. After the initial surgery in May, we waited for the oncologist report to determine the next steps. We consulted with two different oncologist and the conclusions were more or less the same that he must undergo 12 cycles of Chemo at the first instance. We had an initial target of N12m but all in all, we raised in total N9,511,824 and have spent a total of N9,405,829.72. Below is the breakdown of the outflow. 1. Surgery between May 21st and June 1st - N4,270,179 2. Chest CT Scan on the 13th July, 2024 - N122,000 3. Chemo Fitness on the 27th July 2024 - N45,850 4. Blood Transfusion on the 1st August, 2024 - N100,200 5. 1st Chemo Cycle & Admission on the 5th August - N890,993 6. 2nd Chemo cycle & Admission on the 2nd Sept - N831,619 7. 3rd Chemo cycle & Admission on the 23rd Sept - N774,116 8. 4th Chemo cycle & Admission on the 14th Oct - N876,287 9. 5th Chemo cycle & Admission on the 4th Nov - N841,692 10. 6th Chemo cycle - N758,838 (Admission Fee not yet paid) *TOTAL SPENT SO FAR: N9,405,829.72 *TOTAL IN THE BANK: N105,994.28 There are 6 more Chemo cycles to go. Unfortunately, we don't have enough funds to cover them. We have subsequently informed his family about this. If you still feel led to give, please don't hesitate. Kindly go ahead. The account details are below: Acct Number - 4021095864 Bank - Fidelity Bank Account Name: Mercy Akintunde. I end this with a personal thank you video from Femi himself.

Six Months ago, I launched an appeal for Femi who is battling Colon Cancer. It has been a very long ride but we thank God for where we are now. Femi is doing so much better and we are confident he will beat this cancer. After the initial surgery in May, we waited for the oncologist report to determine the next steps. We consulted with two different oncologist and the conclusions were more or less the same that he must undergo 12 cycles of Chemo at the first instance. We had an initial target of N12m but all in all, we raised in total N9,511,824 and have spent a total of N9,405,829.72. Below is the breakdown of the outflow. 1. Surgery between May 21st and June 1st - N4,270,179 2. Chest CT Scan on the 13th July, 2024 - N122,000 3. Chemo Fitness on the 27th July 2024 - N45,850 4. Blood Transfusion on the 1st August, 2024 - N100,200 5. 1st Chemo Cycle & Admission on the 5th August - N890,993 6. 2nd Chemo cycle & Admission on the 2nd Sept - N831,619 7. 3rd Chemo cycle & Admission on the 23rd Sept - N774,116 8. 4th Chemo cycle & Admission on the 14th Oct - N876,287 9. 5th Chemo cycle & Admission on the 4th Nov - N841,692 10. 6th Chemo cycle - N758,838 (Admission Fee not yet paid) TOTAL SPENT SO FAR: N9,405,829.72 TOTAL IN THE BANK: N105,994.28 There are 6 more Chemo cycles to go. Unfortunately, we don't have enough funds to cover them. We have subsequently informed his family about this. If you still feel led to give, please don't hesitate. Kindly go ahead. The account details are below: Acct Number - 4021095864 Bank - Fidelity Bank Account Name: Mercy Akintunde. I end this with a personal thank you video from Femi himself.

Yinka Ogunnubi

32,543 views • 1 year ago

i asked guillermo rauch (Guillermo Rauch), ceo of vercel ($9b company), for his best ai startup ideas and anyone can steal them below: 1. AI-Native Conversational Forms ($1M+ ARR) every website uses forms, but they’re outdated yet typeform does $140M+ In ARR imagine replacing those static boxes with an AI that talks to you, asks follow-up questions, and fills itself out as you type. onboarding, applications, and surveys suddenly feel human instead of robotic. feels like the obvious next evolution of where the internet is going (this was my fav idea he shared) 2. AI Camera App ($1M–$5M ARR) there are hundreds of mobile app opportunities like this one where you can productize LLMs through simple filters, lenses, and visual effects. imagine an AI camera that enhances photos, turns scenes into stories, or generates art instantly from what you capture. 3. LLM Vibes Radar ($1M Creator SaaS) - a tool that tracks how AI models’ opinions change over time, like watching how the internet’s collective brain evolves. it’s analytics for what AI “thinks,” built for journalists, creators, and researchers. 4. Deepest Research ($10M+ B2B SaaS) - a platform that asks every major AI model the same question and compares the answers side by side so companies can see where the models align or make mistakes. His vibe coding with v0 philosophy: start with the interface, delete everything unnecessary, explain it simply, ship a working demo, and learn in public. Full pod is available below or on yt/spotify (you can follow The Startup Ideas Podcast (SIP) 🧃 for more) you can steal his ideas and learn his v0 workflow in the episode below might as well happy building, my friends

i asked guillermo rauch (Guillermo Rauch), ceo of vercel ($9b company), for his best ai startup ideas and anyone can steal them below: 1. AI-Native Conversational Forms ($1M+ ARR) every website uses forms, but they’re outdated yet typeform does $140M+ In ARR imagine replacing those static boxes with an AI that talks to you, asks follow-up questions, and fills itself out as you type. onboarding, applications, and surveys suddenly feel human instead of robotic. feels like the obvious next evolution of where the internet is going (this was my fav idea he shared) 2. AI Camera App ($1M–$5M ARR) there are hundreds of mobile app opportunities like this one where you can productize LLMs through simple filters, lenses, and visual effects. imagine an AI camera that enhances photos, turns scenes into stories, or generates art instantly from what you capture. 3. LLM Vibes Radar ($1M Creator SaaS) - a tool that tracks how AI models’ opinions change over time, like watching how the internet’s collective brain evolves. it’s analytics for what AI “thinks,” built for journalists, creators, and researchers. 4. Deepest Research ($10M+ B2B SaaS) - a platform that asks every major AI model the same question and compares the answers side by side so companies can see where the models align or make mistakes. His vibe coding with v0 philosophy: start with the interface, delete everything unnecessary, explain it simply, ship a working demo, and learn in public. Full pod is available below or on yt/spotify (you can follow The Startup Ideas Podcast (SIP) 🧃 for more) you can steal his ideas and learn his v0 workflow in the episode below might as well happy building, my friends

GREG ISENBERG

200,095 views • 8 months ago

INTRODUCTION TO THE STOCK MARKET The stock market is a place where individuals and institutions buy and sell ownership in companies (called shares or stocks). When you buy a share, you’re essentially buying a small piece of that company and participating in its growth, profits, and risks. People invest in the stock market to grow wealth over time, earn dividends, protect against inflation, and build long-term financial security. Unlike short-term trading, investing focuses on patience, discipline, and owning quality businesses. --- INTRODUCTION TO THE NIGERIAN STOCK MARKET (NGX) The Nigerian Exchange Group (NGX) is Nigeria’s official stock exchange, where publicly listed Nigerian companies trade their shares. It hosts banks, telecoms, industrial firms, consumer goods companies, oil & gas firms, and more. Through the NGX, everyday Nigerians can own parts of companies like banks, manufacturing firms, telecom operators, and other major businesses driving the economy. Returns come from: Capital appreciation (share price increases) Dividends (cash payouts from profits) The NGX is regulated, structured, and accessible to both local and foreign investors through licensed platforms. --- HOW TO GET STARTED INVESTING IN NGX (TWO SIMPLE WAYS) Today, you don’t need to walk into a stockbroking office. You can get started fully online using digital investment platforms. Below are two popular and easy options that I personally use; --- 1) GETTING STARTED WITH BAMBOO Bamboo Bamboo is a digital investment app that allows Nigerians to invest in Nigerian stocks (NGX) and foreign stocks. Steps to get started: 1. Download the Bamboo app from the App Store or Google Play. 2. Create an account with your email and phone number. 3. Complete KYC verification Input your BVN Provide personal details 4. Fund your wallet via bank transfer. 5. Search for Nigerian stocks listed on NGX and place your first buy order. 👉 Referral code: ngxinvestor Bamboo is beginner-friendly and suitable for people who want a simple interface and access to both local and global markets. When done with registration to buy stocks on Bamboo,select the " Invest " icon on the bottom part of the screen,you will see that you can invest in USD or Naira assets,click on Naira,then select NG stocks,search for the stock of your choice and buy --- 2) GETTING STARTED WITH I-INVEST i-invest I-Invest is an official platform that allows Nigerians to invest in Nigerian stocks, Commercial Papers,Mutual Funds,USD Bonds etc... Steps to get started: 1. Visit the I-Invest website or download the app on App Store or Google Play. 2. Create an account 3. Complete required KYC documentation: BVN Valid ID Bank details Proof of Address etc... 4. Fund your account. 5. Start buying NGX-listed stocks directly through the app. 👉 Referral code: 22406 I-Invest is ideal for investors who want more Investment options because you can also invest in fixed deposit notes, commercial papers,USD Bonds ,life insurance etc.. After registration to buy shares ,click on " Invest " then select " Equities " ,then search the company of your choice then select "buy equities" --- FINAL NOTES FOR BEGINNERS Start small and grow with experience. Focus on learning before chasing quick profits. Invest in businesses you understand. Think long-term, not overnight success. The most important step is starting — clarity and confidence come with time and consistency. The first video is for bamboo Bamboo The second video is for I-Invest i-invest Please if anyone has any more questions please comment and I'll try to reply,and if you can DM I'll appreciate if you guys can use my referral codes

INTRODUCTION TO THE STOCK MARKET The stock market is a place where individuals and institutions buy and sell ownership in companies (called shares or stocks). When you buy a share, you’re essentially buying a small piece of that company and participating in its growth, profits, and risks. People invest in the stock market to grow wealth over time, earn dividends, protect against inflation, and build long-term financial security. Unlike short-term trading, investing focuses on patience, discipline, and owning quality businesses. --- INTRODUCTION TO THE NIGERIAN STOCK MARKET (NGX) The Nigerian Exchange Group (NGX) is Nigeria’s official stock exchange, where publicly listed Nigerian companies trade their shares. It hosts banks, telecoms, industrial firms, consumer goods companies, oil & gas firms, and more. Through the NGX, everyday Nigerians can own parts of companies like banks, manufacturing firms, telecom operators, and other major businesses driving the economy. Returns come from: Capital appreciation (share price increases) Dividends (cash payouts from profits) The NGX is regulated, structured, and accessible to both local and foreign investors through licensed platforms. --- HOW TO GET STARTED INVESTING IN NGX (TWO SIMPLE WAYS) Today, you don’t need to walk into a stockbroking office. You can get started fully online using digital investment platforms. Below are two popular and easy options that I personally use; --- 1) GETTING STARTED WITH BAMBOO Bamboo Bamboo is a digital investment app that allows Nigerians to invest in Nigerian stocks (NGX) and foreign stocks. Steps to get started: 1. Download the Bamboo app from the App Store or Google Play. 2. Create an account with your email and phone number. 3. Complete KYC verification Input your BVN Provide personal details 4. Fund your wallet via bank transfer. 5. Search for Nigerian stocks listed on NGX and place your first buy order. 👉 Referral code: ngxinvestor Bamboo is beginner-friendly and suitable for people who want a simple interface and access to both local and global markets. When done with registration to buy stocks on Bamboo,select the " Invest " icon on the bottom part of the screen,you will see that you can invest in USD or Naira assets,click on Naira,then select NG stocks,search for the stock of your choice and buy --- 2) GETTING STARTED WITH I-INVEST i-invest I-Invest is an official platform that allows Nigerians to invest in Nigerian stocks, Commercial Papers,Mutual Funds,USD Bonds etc... Steps to get started: 1. Visit the I-Invest website or download the app on App Store or Google Play. 2. Create an account 3. Complete required KYC documentation: BVN Valid ID Bank details Proof of Address etc... 4. Fund your account. 5. Start buying NGX-listed stocks directly through the app. 👉 Referral code: 22406 I-Invest is ideal for investors who want more Investment options because you can also invest in fixed deposit notes, commercial papers,USD Bonds ,life insurance etc.. After registration to buy shares ,click on " Invest " then select " Equities " ,then search the company of your choice then select "buy equities" --- FINAL NOTES FOR BEGINNERS Start small and grow with experience. Focus on learning before chasing quick profits. Invest in businesses you understand. Think long-term, not overnight success. The most important step is starting — clarity and confidence come with time and consistency. The first video is for bamboo Bamboo The second video is for I-Invest i-invest Please if anyone has any more questions please comment and I'll try to reply,and if you can DM I'll appreciate if you guys can use my referral codes

Emmanuel 🇻🇦🇳🇬

20,085 views • 6 months ago

Just six months ago, DHH (creator of Ruby on Rails and Omarchy) said how he doesn’t really use AI tools to write code, because they are not good enough. Things have changed, a lot. Timestamps: 00:00 Intro 02:11 Omarchy and Ruby on Rails 08:25 37signals overview 10:12 Launching HEY 18:38 Building HEY 22:47 Designers at 37signals 28:08 The craft of design 31:52 Why DHH now embraces AI workflows 39:45 The AI inflection point 44:23 DHH’s agent-first workflow 55:09 AI’s impact on junior developers 1:03:08 Developer experience with AI 1:16:43 What does AI mean for developers? 1:23:33 37signals teams and hiring 1:38:20 Work-life balance with AI 1:41:41 Why DHH keeps building 1:45:24 Closing Brought to you by: • Statsig – ⁠ The unified platform for flags, analytics, experiments, and more. Stop switching between different tools, and have them all in one place. • WorkOS – Everything you need to make your app enterprise ready. WorkOS gives you APIs to ship enterprise features in days. Check out • Sonar – The makers of SonarQube, the industry standard for automated code review. See how SonarQube Advanced Security is empowering the Agent Centric Development Cycle (AC/DC) with new capabilities. Three interesting observations from this conversation: #1 DHH's philosophy on AI has not changed, but the available tools very much have. Autocomplete-style coding assistants were genuinely annoying for experienced developers six months ago. Things changed with the shift from tab-completion to agent harnesses, plus the emergence of powerful models like Opus 4.5 – when agents started producing code which DHH does want to merge with little to no alteration. #2 Beautiful code and products aren’t matters of vanity; they’re signals of correctness. Dipping into philosophy, DHH says: “When something is beautiful, it’s likely to be correct.” He argues that Steve Jobs wanted the inside of a computer to be beautiful because people who care about circuit board layout are also those who sweat on the details of the UI. #3 DHH’s development workflow, today: He runs tmux to have two models running, and neovim in the center. Specifics: - One fast LLM running (typically Gemini 2.5) in one split terminal - A slow but more powerful model in another terminal (usually Opus) - NeoVim for reviewing diffs via Lazygit

Just six months ago, DHH (creator of Ruby on Rails and Omarchy) said how he doesn’t really use AI tools to write code, because they are not good enough. Things have changed, a lot. Timestamps: 00:00 Intro 02:11 Omarchy and Ruby on Rails 08:25 37signals overview 10:12 Launching HEY 18:38 Building HEY 22:47 Designers at 37signals 28:08 The craft of design 31:52 Why DHH now embraces AI workflows 39:45 The AI inflection point 44:23 DHH’s agent-first workflow 55:09 AI’s impact on junior developers 1:03:08 Developer experience with AI 1:16:43 What does AI mean for developers? 1:23:33 37signals teams and hiring 1:38:20 Work-life balance with AI 1:41:41 Why DHH keeps building 1:45:24 Closing Brought to you by: • Statsig – ⁠ The unified platform for flags, analytics, experiments, and more. Stop switching between different tools, and have them all in one place. • WorkOS – Everything you need to make your app enterprise ready. WorkOS gives you APIs to ship enterprise features in days. Check out • Sonar – The makers of SonarQube, the industry standard for automated code review. See how SonarQube Advanced Security is empowering the Agent Centric Development Cycle (AC/DC) with new capabilities. Three interesting observations from this conversation: #1 DHH's philosophy on AI has not changed, but the available tools very much have. Autocomplete-style coding assistants were genuinely annoying for experienced developers six months ago. Things changed with the shift from tab-completion to agent harnesses, plus the emergence of powerful models like Opus 4.5 – when agents started producing code which DHH does want to merge with little to no alteration. #2 Beautiful code and products aren’t matters of vanity; they’re signals of correctness. Dipping into philosophy, DHH says: “When something is beautiful, it’s likely to be correct.” He argues that Steve Jobs wanted the inside of a computer to be beautiful because people who care about circuit board layout are also those who sweat on the details of the UI. #3 DHH’s development workflow, today: He runs tmux to have two models running, and neovim in the center. Specifics: - One fast LLM running (typically Gemini 2.5) in one split terminal - A slow but more powerful model in another terminal (usually Opus) - NeoVim for reviewing diffs via Lazygit

Gergely Orosz

328,899 views • 3 months ago