An AI agent can now prove it was allowed to act. It still can’t prove what it actually did. Authorization is a snapshot. Behavior is the film. A signed permission at 9:00 tells you what the agent was allowed to do. It says nothing about the sequence of decisions it made at 9:05, which data it trusted, where a human intervened, or what the real-world outcome was. As agents move from answering questions to operating systems, modifying production databases, and controlling physical processes, this gap becomes the critical failure point. When something goes wrong, most teams still can’t reconstruct a clean, independently verifiable chain of events. They have logs. They don’t have evidence. This is the same problem aviation solved decades ago. A pilot’s license doesn’t explain a crash. The flight recorder does. It captures what happened, in order, with enough integrity that outsiders can check it. AI agents are entering the same phase. The more autonomous they become, the more they need a behavioral record that can be audited after the fact, not just an execution log that the system itself controls. The companies that close this loop will have something models alone can’t deliver: a continuous, verifiable feedback signal from real actions and real outcomes. Everyone else will keep generating more output while remaining unable to prove what actually occurred. Generation is getting cheaper. Proof of what happened is still scarce. That’s the layer Proof of Human Action (PoHA) is built to provide: an immutable record that links authorization, the actions that were actually taken, and the outcomes that followed. Not another claim. Not another log. Evidence that can be checked independently. Can your agents show their work? #Actum #POHA #IndustrialDePIN #VerifiedBehavior

There are days when you want to learn something, but the thought of sitting down to read pages of lessons and trying to stay focused? Sometimes, you just want someone to read it to you and explain things along the way. And honestly, I think that’s one of the interesting things about learning with @LoWisadev. I can choose how I want to go through my lessons. Today, I chose to listen. We’re on Front-End Foundations, learning about browser and editor setup. One thing that stuck with me is that Chrome doesn’t just display your webpage. It also has developer tools that help you figure out what’s going on when something doesn’t look right. Small things, but we’re getting somewhere. I’ll keep sharing bits of this journey as I go. ♡

Gm Ct.

STATUS: APPROVED! @LoWisadev is officially approved to participate in the Meta Global AI Developer Hackathon 2026! What if AI could solve an education problem we have learned to live with for years? Not by generating more answers, Not by replacing teachers. But by addressing a challenge that continues to affect how people learn and develop practical skills. That is what we are taking on with LoWisa.dev From October 26 to November 5, we will be building to demonstrate how AI can solve real problems in education and positively impact society. This mission is personal to me. As a student who has balanced education with work, I have experienced the gap between what we are taught and what we are expected to do in the real world. It is one of the reasons I started building LoWisa.dev And this hackathon gives us an opportunity to take that mission further. Here is what we are setting out to achieve: → Tackle a genuine challenge in education. → Explore how AI can make a meaningful difference. → Build a solution with real-world applications. → Demonstrate how technology can create opportunities for learners. We will be sharing our entire journey with you. From our first day of building to the final submission. The decisions we make. The challenges we encounter. The things that fail. And the breakthroughs that move us forward. AI's greatest contribution to education should not be be how much information it can generate, but how many lives it can help change. I am excited to build alongside developers from around the world who believe technology can do more for society. Follow our journey. The building starts October 26! #ArtificialIntelligence #EdTech #AIForGood #Hackathon #Education #Learning #AI #FutureOfLearning

AI is making it easier to produce answers, but easier to produce doesn’t mean easier to trust. The real value will come from knowing how to separate what sounds correct from what can actually be proven. And I think this applies far beyond mathematics. @Actum_system #ACTUM

I built something on @LoWisadev and I need your help testing it. 🥹🤎 Meet Life Continuity AI. The idea is simple: life happens, we get busy, and sometimes we lose track of the goals and projects we once cared about. I want to build something that helps us pick up where we left off instead of starting from scratch. Try it out 👇 lowisa.dev/a/0d02241d-cute-c… Tell me what works, what doesn’t, what I should change, and what features would make it genuinely useful. Be honest. I want to make this work properly, and your feedback would mean a lot. Thank you.

If you had the opportunity to build anything with @LoWisadev , what would you build first? A website for your business? An app that solves a real problem? Or that idea you’ve had in your head for months but haven’t brought to life? With Build with Lo, you describe what you want, and LoWisa builds it while you watch. You can then make changes together. Now I’m curious… What would YOU build first, and what problem would it solve? 💭

Came to NYSC camp and somehow, web development is now part of my camp experience. I’m learning web dev in the SAED class, and with @LoWisadev helping me follow a structured learning path, I’m taking things one step at a time.

There’s a difference between having data and actually being able to use it. A company can have thousands of maintenance records sitting in different places. Reports. Photos. Timestamps. Inspection notes. But when something goes wrong six months later, someone still has to piece everything together and figure out: What actually happened? That’s one reason @Actum_system caught my attention. It’s not just collecting more information. It’s trying to make O&M activity structured, traceable and verifiable from the moment it happens. So the record isn’t just something you file away and forget. It can become something you can actually go back to and understand. And honestly, that’s a much more interesting problem to solve than simply “putting maintenance records on a platform.” 🦋 #ACTUM

A system can make the right decision on paper and still fail when it meets the real world. The question is, what happens after that decision? Did someone actually carry out the task? Was the result what the system expected? Can anyone verify it? Without those answers, a system has information, but not the full picture. This is why Proof of Human Action matters. @Actum_system connects real-world actions to verifiable evidence, giving systems something more reliable to learn from than claims alone. Because better decisions need more than good data. They need proof of what actually happened. #ACTUM

We worked hard to bring genuine users and supporters to Product Hunt. Many took time to leave real feedback, yet their comments remain invisible. We asked Product Hunt directly why this was happening. We received no response to that question. We are not asking for special treatment just transparency. If genuine comments are being filtered, founders deserve to understand why and whether those comments will ever be restored. @ProductHunt, can you please clarify?

LoWisa is going to Product Hunt this Wednesday. And ngl, this feels like a pretty big moment. We’ve been building, improving and figuring things out, and now we get to introduce @LoWisadev to a much bigger community of makers, developers, learners and builders around the world. The vision is simple: Learn. Practice. Build. Grow. But we don’t want to do this launch alone. When we go live, I’d love for you to check it out, share your thoughts, tell us about your experience with LoWisa and help us get it in front of more people. Wednesday, October 7. Let’s see how far we can take LoWisa.

We’re taking LoWisa to Product Hunt. 🌍💜 This Wednesday, we’re introducing LoWisa to a global community of makers, learners, developers, and builders. We’ve been building toward something bigger: AI-Assisted Learning Tutor. Learn. Practice. Build. Grow. And this time, we want our community with us. When we go live, come check it out, tell us what you think, share your experience, and help us introduce LoWisa to the world. Wednesday. October 7. A bigger vision is stepping onto the international stage. Let’s make this one count. 💜

This might be one of my favorite @LoWisadev features. 😋 I uploaded my @SSWEB5FS timetable, and LoWisa turned it into a complete step-by-step learning path with lessons, quizzes, revision, and even an AI tutor that explains everything in simple terms. The best part? It's not just for web development. You can upload any subject, lecture slides, notes, PDFs, pictures, exam prep, certifications, literally anything and LoWisa builds a personalized course around it. I’m obsessed already. 🤭 I made a quick step-by-step guide showing exactly how I did it. Watch the video, try it with one topic you're learning, and tell me what LoWisa builds for you. 👇

I thought creating a resume would take 30 minutes. Then I opened a blank page and suddenly forgot everything I’ve ever done What experience actually matters? How do I explain it without sounding like I’m writing a government application? Why does arranging simple information suddenly feel like a full project? So I tried creating mine with @LoWisadev Mobile. I worked on it from my phone, which was honestly convenient because I didn’t have to wait until I was on my laptop to start. I’m not saying LoWisa did the whole thing for me. I still had to provide my information and make decisions about what I wanted on my resume. But having a tool help me through the process made the blank-page problem feel a lot smaller. And this is the part that caught my attention: sometimes the hardest part isn’t doing the work. It’s knowing where to start. That’s what I used LoWisa for.

Quick @Actum_system leaderboard update 👀 If you’re participating in the leaderboard and planning to claim your monthly reward, there’s been an update to the reward deduction rules. The deduction now depends on your ranking for that month. For Rank 1–3: → 1st claim: -100 points → 2nd claim: -200 points → 3rd claim: -500 points → Maximum deduction: 500 points For Rank 4–10: → 1st claim: -100 points → 2nd claim: -200 points → 3rd claim: -300 points → Maximum deduction: 300 points So basically: Top 3 → max 500 points deducted Rank 4–10 → max 300 points deducted The deduction is based on the rank you finish at that particular month. So if you’re participating in the leaderboard, keep this in mind when claiming your monthly reward. Simple update, but definitely something to know. #ACTUM

I actually like this part of @Actum_system because “done” doesn’t always mean done. Imagine someone completes maintenance on a machine. They say it’s done. But instead of that being the end of the story, someone else checks the work. Then a supervisor signs off on it. Now you have more than one person involved in confirming that the work actually happened. That’s how I understand Actum’s multi-role confirmation. The person doing the work has their role. QC has theirs. The supervisor has theirs. So for important operations, it’s not just: “I did it.” There’s a whole chain of confirmation behind it. And honestly, I think that makes the record much more useful when you need to go back and see who confirmed what. That’s one of those small Actum details I didn’t fully appreciate at first. 🦋 #ACTUM

I smile every single time someone asks me, “Becca, what exactly is @LoWisadev building?” 🤭 This. LoWisa is ranked #1 on FavTutor's list of the best AI study tools for students in 2026. Seeing LoWisa at the top of a list alongside Gemini, ChatGPT, and NotebookLM is one of those moments that reminds me we're building something that stands out. 🤭 This is only the beginning😋