Likhwa Tech

The Jesus Paradox: Why Modern Society Hates the Standard It Depends On In the modern landscape of logic, science, and self-validation, the figure of Jesus of Nazareth occupies a strange, friction-filled space. We live in a world that increasingly demands "Kindness," "Equality," and "Justice" as universal rights. Yet, simultaneously, there is a growing cultural impulse to ridicule, minimize, or "humanize" the very Source that introduced these radical concepts to the human hard drive. This creates a profound internal conflict: We are a society desperately trying to keep the light while smashing the bulb. 1. The Burden of the Flawless The primary reason for the "minimization" of Jesus isn't a lack of historical evidence or logical consistency—it is the discomfort of Accountability . Most "Great Men" in history are manageable because they are flawed. We see their greed, their tempers, or their carnal inconsistencies, ...

The Web Was Built for Humans. That’s Starting to Break. The web assumes one thing: that a human is sitting there, clicking through it. Click. Type. Submit. Wait. That model has worked for decades. It shaped how we design interfaces, how we structure forms, how we think about user experience. But something has shifted. People aren’t just using websites anymore. They’re delegating them. They tell an AI: “Fill this out.” “Book this.” “Handle this.” And the AI… tries. But most of the time, it can’t. The Invisible Problem To us, a form is obvious. Name. Email. Message. But to an AI agent, it looks more like this: <input id="field_123"> There’s no meaning. No intent. No clarity about what that field is for. So instead of using your product, the agent skips it… or fails entirely. Which means someth...

“I got 79%… does that mean my CV isn’t good?” It’s a fair question. And if you’ve ever run your CV through different scanners, you’ve probably noticed something even more confusing: The score keeps changing. One tool says 82%. Another says 67%. You tweak one line… now it’s 75%. So what’s going on? Is your CV improving… or are these tools just guessing? Let’s break it down. 1. Not All CV Scanners Work the Same Way Most CV checkers fall into two broad categories: Rule-based tools These look for structured things like: Section headings (Experience, Education, Skills) Formatting consistency Keyword presence They’re predictable. If your CV doesn’t change, your score usually doesn’t either. AI-powered tools These go a step further. Instead of just scanning for keywords, they try to understand your CV : How relevant your experience is How well your skills align How clearly your achievements a...

Comparing two documents sounds straightforward… until you actually try to do it properly. You place them side by side. Scroll up and down. Try to track what changed. A few minutes in, patterns blur, details slip through, and what started as a simple check turns into a guessing exercise. The real challenge isn’t seeing differences. It’s understanding what those differences mean . Why Simple Comparison Fails Most people approach document comparison visually: “This looks different” “That paragraph changed” “Something feels off” But this approach breaks down quickly. Humans are not particularly good at tracking: subtle wording changes across long text repeated structural patterns small edits that compound into larger meaning shifts As a result, it’s easy to either: overestimate the significance of changes or miss important ones entirely What Proper Document Analysis Looks Like A more effective approach treats comparison as a structu...

You ever watch someone give a speech and think, “this started strong… but where are we going?” A few minutes in, people shift in their seats. Someone checks their phone. Another person nods a little too enthusiastically, like they’re trying to convince themselves they’re still following. And the speaker? Still going. Fully committed. No idea the room quietly clocked out two paragraphs ago. It’s not always obvious why it happens. The ideas might actually be good. The intention is there. The effort is definitely there. But somewhere between writing it and delivering it… something gets lost. Here’s the strange part: Most of the time, it’s not about what was said. It’s about how it lands . How to Prepare a Speech That Actually Lands (Without Guessing) Most people think preparing a speech is about what to say. They focus on ideas, stories, maybe a few jokes. But here’s...

Building Centrigon — One Piece at a Time Shipping the first small piece of a much bigger system Every time an African developer talks about building a global tech product, the same criticism eventually appears. “Why not focus on African problems instead?” “AI startups from Africa are unrealistic.” “You’re competing with companies that have billions of dollars.” To be fair, it’s not a completely unreasonable reaction. The companies pushing the boundaries of modern AI today—like OpenAI—operate with enormous research teams, infrastructure, and funding that runs into the billions. So when someone building from Africa says they’re working on something ambitious, the default assumption is that they’re either naïve or wildly optimistic. For what it’s worth, I’ve heard those criticisms more than once. But that’s partly how Centrigon started. The Moonshot Centrigon isn’t meant to be just another app. The long-term vision is a system that is: multimodal persistent au...

The Genius Next Door: Creating An Ecosystem For Innovation In Zimbabwe I recently watched a video of Maxwell Chikumbutso , a Zimbabwean inventor who claims to have created a self-powering car that runs on radio waves. 1 As I marveled at the idea, my mind drifted beyond the invention itself to something bigger: the ecosystem required to sustain such innovation. In a world increasingly defined by the urgency of sustainable energy, a vehicle powered by ambient signals is not merely a curiosity. It represents the kind of disruptive thinking that can reshape entire industries. Yet, as compelling as the concept is, the story behind it feels familiar. A brilliant idea emerges. It captures attention. And then, slowly, it stalls. The Real Constraint: Not Talent, but Infrastructure The limitation is not ingenuity. Zimbabwe has no shortage of that. The real constraint lies in the absence of a robust venture capital ecosystem in Zimbabwe . Funding, in this context, is only one p...

Can Africa’s AI Ecosystem Thrive Without a Facebook or Google Equivalent? Is a Homegrown Giant Necessary for Growth? Over the past few weeks, I've spent my spare time posting short tutorials about AI and startups on my WhatsApp status, mainly for my contacts. The goal is to encourage people to get involved in tech. However, it often feels like I'm selling a pipe dream, as most people here, don't have the luxury to pursue such projects. Many are focused on survival and immediate returns. I've also heard many people tell African founders to focus on solving "African problems" . While this sounds noble, I've had to ask myself: what exactly are African problems? I'm always fascinated by the work that people like Mark Zuckerberg, Elon Musk, and others are doing—building rockets to Mars, virtual reality, and all that cool stuff. That's not really tackling hunger now, is it? So it makes me wonder: why don't we have new breakthrough innovations coming...

  Hi there, my name's Likhwa and welcome to Building Africa's Next Tech Unicorn. on this platform I give a behind the scenes look at what it takes to build a startup within the African context. In today's video, I'll be doing something different- I'll be talking about how you can stay safe online. This isn't meant to scare you or get you all paranoid, but to help you be more vigilant in protecting yourself and your loved ones from cyber threats.  Most people underestimate the dangers of the internet, but the more I am exposed to it, the more I wish I didn't need it. At times I wish I could just disconnect, get rid of all my devices and not have to worry about the constant threats that come with being online. I believe some of us are fortunate by default- especially those who live in countries like my Zimbabwe- because we hardly use credit cards to transact online and even when we do, its not like we have a lot of money- otherwise we would be a hacker's g...

The paper Reimagining Artificial General Intelligence: A Human-Centric Approach presents a new vision for the development of AGI systems. In this paper, I propose a redefinition of Artificial General Intelligence (AGI) as: a system capable of independently understanding, learning, and performing a wide range of intellectual tasks that a human can, while proactively interacting with humans in a natural, adaptive, and context-aware manner, across multiple modalities and environments. This summary provides an overview of the paper's key insights and takeaways The pursuit of Artificial General Intelligence (AGI) has long been driven by a singular question: what does it mean to create truly intelligent machines? As we stand at the threshold of a new era in AI development, it's clear that the answer to this question will have far-reaching implications for the future of human-AI collaboration. This paper proposes a human-centric approach to AGI, prioritizing interaction, adaptability...

Why We Need a Human-Centric Redefinition of Artificial General Intelligence A few weeks ago, I started working on Artificial General Intelligence (AGI). At the time, I wasn’t entirely sure where the road would lead—I was just curious. AGI, after all, is considered the next frontier in AI, something that goes beyond what we see in current systems. However, unlike previous technological advancements, I didn’t want to be a spectator in that future; I wanted to be involved, to be an active player—an architect—helping to shape what that future would look like. AGI promises to be something that can think, learn, and adapt across a broad range of domains—more like a human mind, as opposed to the narrow, task-specific AI we’re familiar with today. But as I dug deeper into AGI, I realized something important: as things stand, no one really knows what AGI will look like. To truly build it, we need to start with the basics—a vision. Most definitions of AGI out there focus on the idea of mimic...

The Self-Taught Developer's Dilemma: Overcoming Knowledge Gaps As most of you know, I'm a self-taught developer. I always mention this- not to brag, but rather as a disclaimer, and maybe, just maybe... to earn a little bit of sympathy for my shortcomings. Driven by curiosity, I've acquired most of my knowledge through online courses, tutorials, articles, and a lot of trial and error. Whenever I delve into a subject, I take a hands-on approach: breaking it down into its smallest parts, building from scratch, and trying to learn as much as I can about it. However, I recently had a humbling experience that made me appreciate the importance of formal, or at least structured, education. I was watching a video where Mark Zuckerberg discussed their LLaMA model, and at some point he mentioned 4.5 billion parameters. I know what parameters are, so I had an idea what he meant, but much of it sounded like Greek to me. Like, I can understand say, 100 or even a thousand parameters, but...

Sometime last year (2023), when the ChatGPT buzz was at its peak, I tried to visit the OpenAI site to check it out. Unfortunately, I couldn't access it due to location restrictions. Frustrated, I decided to build my own chatbot. I figured I'd focus on local languages, starting with my mother tongue. This sparked my curiosity about how such platforms work. I began researching and soon realized I needed a large dataset to train a model. However, there's a scarcity of isiNdebele content online. Faced with this challenge and my constraints, I decided to take a different approach. From the onset, I knew that, as impressive as current chatbots and AI tools are, they represent just the beginning of the AI race. These tools are currently at their worst and can only improve over time. The future direction is uncertain, and I believe no one truly knows where it’s headed. With my foot in the game, even on the smallest scale, I figured i could reimagine the future, create a vision of i...

Cute Wallpapers to Brighten Your Day Looking to add a touch of sweetness to your digital world?  You've come to the right place! Our collection of cute wallpapers is designed to brighten your day and put a smile on your face. Whether you're a fan of adorable animals, whimsical characters, or simply charming patterns, we've got something to suit every taste. Finding the perfect wallpaper can be a challenge, but we've made it easy for you. Our collection features a diverse range of styles and themes, ensuring there's something to match every personality. Whether you prefer minimalist designs or eye-catching graphics, you're sure to find the perfect wallpaper to complement your device and your mood.

Happy Birthday Memes: Laugh Your Way to Someone's Heart Introduction Birthdays are a special occasion to celebrate another year of life, and what better way to do it than with a good laugh? That's where happy birthday memes come in! These hilarious images are the perfect way to put a smile on someone's face and let them know you're thinking of them on their special day.