Ucheolisah (@_phils) header
Ucheolisah (@_phils) profile picture

Software Engineer, Passionate about Bitcoin, AI & automation Maths | Sharing in YouTube 📌link in bio! 🎥

Worldwide
Joined January 2013
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Ucheolisah retweeted
Claude Opus 5 one-shotted this game. EVERYTHING you see in this demo is custom code... not a single external asset was used. AI games are going to be amazing. (sound on)
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Ucheolisah retweeted
Andrew Ng just released a free course On building agentic knowledge graphs from scratch: 00:00 - What agentic knowledge graphs are 03:07 - How agentic graphs are built 14:00 - Multi-agent system architecture 23:00 - Building graphs with Google ADK 01:06:03 - Why graphs are the future of agentic AI This course is worth more than 10 articles on loop engineering Bookmark and watch it tonight Then read the article below
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Ucheolisah retweeted
Andrew Ng just released a 1-hour course on building agentic knowledge Graphs from scratch: • 00:00 - Introduction to agentic knowledge Graphs • 03:07 - Construction of agentic Graphs • 14:00 - Architecture of multi-agent systems • 23:00 - Building agentic graphs with Google ADK • 01:06:03 - Why Graphsare the future of agentic AI Worth more than 10 articles on loop engineering. Watch it today, then read how to become a graph engineer in the article below.
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Stop telling Claude, "do this." Stop telling Claude, "write code." Stop telling Claude, "fix this error." You're actually treating a senior AI like a junior intern. Here are 8 prompts you can copy and paste directly:
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If you want to learn how to use Claude to build Apps, this is a great video to start with.
Stop telling Claude, "do this." Stop telling Claude, "write code." Stop telling Claude, "fix this error." You're actually treating a senior AI like a junior intern. Here are 8 prompts you can copy and paste directly:
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Ucheolisah retweeted
Best 15 accounts to follow in AI: @karpathy = LLMs king @steipete = built openclaw @gregisenberg = startup ideas king @rileybrown = vibecode king @jackfriks = solo apps king @levelsio = startups king @marclou = startups king @EXM7777 = AI ops + systems king @eptwts = AI money twitter king @ai_explorer25 = AI queen @godofprompt = prompt king @vasuman = AI agents king @AmirMushich = AI ads king @0xROAS = AI UGCs king @egeberkina = AI images king Follow them all and learn.
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Ucheolisah retweeted
Grok for Excel is now live
Grok for Excel is live. Use Grok 4.5 to build financial models, analyze market data, and generate charts and graphs. Try it now x.ai/grok/excel
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A Child Psychiatrist Stopped Fighting Phones. Instead, Parents Were Told To Show Their Kids These 6 Documentaries. Many children started seeing social media differently. Here's what they watched:
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Ucheolisah retweeted
Replying to @karpathy
Very inspiring as always! We are also open sourcing part of our infra on automated research for Gemini to evolve itself at github.com/google-deepmind/s… More complex than the nanochat setup but closer to SOTA LLM pre/post-training while staying as minimal as possible. More on the way.
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Ucheolisah retweeted
I packaged up the "autoresearch" project into a new self-contained minimal repo if people would like to play over the weekend. It's basically nanochat LLM training core stripped down to a single-GPU, one file version of ~630 lines of code, then: - the human iterates on the prompt (.md) - the AI agent iterates on the training code (.py) The goal is to engineer your agents to make the fastest research progress indefinitely and without any of your own involvement. In the image, every dot is a complete LLM training run that lasts exactly 5 minutes. The agent works in an autonomous loop on a git feature branch and accumulates git commits to the training script as it finds better settings (of lower validation loss by the end) of the neural network architecture, the optimizer, all the hyperparameters, etc. You can imagine comparing the research progress of different prompts, different agents, etc. github.com/karpathy/autorese… Part code, part sci-fi, and a pinch of psychosis :)
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Ucheolisah retweeted
Listen to what this man has to say about Nigeria 🥴… May God help Nigeria ☹️ (Lily Phillips Wike Natasha Ifeluv Seyi Tinubu)
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The sad reality of Sudan 🇸🇩 and Congo 🇨🇩 Your comments on this ...
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The killing of 7 Policemen & other civilians in Zamfara is condemnable.The atrocities of this criminals must not go unpunished.I believe we will triumph over terror.But it’s sad that the killing of our security agents only gets a louder outrage when it happens in the south east.
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What I saw in each of those startups was audacity. Even those who made mistakes and failed were still audacious. Audacity is an unfair advantage. There is a transaction I am thinking about now that will transform Africa if it works. It will require Billions of dollars to do.
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Replying to @ndekekwe
How can unies be turned into business incubators, training students to work on government projects, doing R &D for gov?. So the knowledge, the capital is mobilized dynamically in building the nation not just acquired & printed on diploma? 💁 See @School_on_X for the model
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A truthful summary of Nigerian politics, Peter Obi, Tinubu, Buhari, GEJ, Nnamdi Kanu, & Biafra. Thank God this is coming from a Yoruba man. Please watch, retweet, download and share to educate someone else. Explosive! 💯
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The reason you have an MTN in Africa today is not because a poor boy from South Africa got VC funding and became a billionaire. I know some others try to force a similar narrative but it is not true. People gained experience, put together plans, and then got investors. No magic. Each base station was built one site acquisition and equipment deployment at a time. Financing was tough but they hired the best to get it. You just have to work or create work. It is in the creating work that we end up building the things that likely become venture scale. Scale builds upon scale and we have very few things already at scale. Scale is not built upon dreams and wishes but upon solid ground first. I remember my observations the first time I visited America. My cofounder Salil previously told me that America runs like a well oiled machine. Femi Edun also told me that they build scale by dumbing things down to the basics. I saw that both descriptions were true. The infrastructure exists to sell at scale and you dumb things down to sell more. According to Ogilvy “we sell or else.” America always sells or else it is not America anymore. To be able to sell, there has to be a market to sell to. They created that market in many ways. Infrastructure, education, and advertising. You can’t sell when you haven’t built. Prospecting for gold in California led to the great railroads. Mining solid minerals in Congo and Nigeria have only led to wars and terrorism. In Africa, we build, or else… Let us build and then sell. We can’t sell what we haven’t built yet. Building on cloud infrastructure far away and trying to provide services to those who don’t have access isn’t building. The day it dawned on me that payments in Africa wasn’t a startup opportunity but an infrastructure play was the day the scales fell from my eyes. PayPal got licenses in 50 American states and not 50 countries before it started making a lot of money. One African country will not deliver our version of PayPal without our version of EBay which can only happen because we have our version of UPS or FedEx and the logistics that support it. That is further built on universities and a prosperous middle class. We don’t have to follow the same trajectory but one truth is evident. Scale builds upon scale. Let’s build scale carefully. We have wasted so much time and effort on trying to create magic on a continent where illusions lead to hunger and despair.
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** FOUNDER TIP ** Beware of coaches & master classes from people who gave up their dreams before realizing success and now just coach for money. They can’t take you to where they have not been.
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EASTSIDE VENTURES PAID TO LEARN THE TECH SKILLS ACQUISITION SCHORLARSHIP! Application is now Open for those willing to learn 1. Coding (Frontend Dev) 2. Data Analysis To apply follow the link below 👇🏼 forms.gle/DDVMEWQ1EXR42qua6 3 & 6 Months intensive Program! Participants will be paid a N50,000 Monthly Allowance for learning throughout the Program! This is an Eastside Ventures & @VoiceOfTheEast initiative to #BUILDINIGBOLAND
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