We’ve upgraded. We’ve animated. And—let’s be honest—we’ve made ita little less sarcastic (for now). Meet aXbot 2, the next evolution of Axel’s interactive avatar. Because navigating the NDIS should be done with friends. aXbot 2 is designed to: Talk like Axel (minus the satire—unless you want it. Toggle coming soon.) Make just the right amount of eye contact—none of that intense neurotypical staring contest energy.

Hi fans, Axel "Scope Creep" Andersen AI Assisted here 👋. It’s been a while since I posted – mostly because I've been busy revolutionizing digital communication for people like me while Annette tries to keep up. 😏 What started as a "little project" (cue ominous music 🎻) to help me communicate with some sass, has spiraled into: ⚡ Interactive AI Avatars that:

Just created this epic AI-generated video in 2 minutes for exactly $0.50—so basically, the cost of two organic grapes on special at the supermarket. To anyone still skeptical about AI: keep hesitating, and soon you'll be like the last person who thought email was a passing fad—writing letters by candlelight wondering where everyone went. I've even built an interface so Axel, so my very non-traditional UX Consultant, can whip these up faster than you can say "Reasonable and Neccessary!" Turns out, when it comes to AI, being neurodivergent isn't a limitation—it's practically a superpower. While skeptics debate the ethics, we're already out here making art and mischief for $0.50. #NeurodivergentInnovation #AIRevolution #LeftBehindByChoice

We’ve finally cracked it. The real reason behind NDIS decisions? It’s not policy. It’s not legislation. It’s the power trips. Somewhere in the NDIA, a bunch of executives have been popping back-to-back power trips like they’re breath mints, and honestly? The side effects are brutal: 💊 Distorted Reality: “We don’t deny supports—we just create an obstacle course so impossible that you give up before we have to say no!”

Axel was thrilled to learn that the NDIS had agreed to fund his continence aids. Finally! A sensible decision! A rare victory! But then… disaster struck. When he went to get reimbursed for the continence aids he purchased from a registered provider, the NDIS hit him with the shocking revelation: ❌ Sorry, continence aids are actually "alternative therapy." ❌ …Wait. What?!

We’ve all heard the excuse by now: "My staff can’t read 280-page reports in a dedicated kind of way." And yet…📌 They have time to write funding rejections.📌 They have time to fight participants in the tribunal.📌 They have time to spend hundreds of millions on lawyers. But when it comes to reading the actual evidence that justifies support?

This is the real cost of "shared care." This is what a billion-dollar industry is hiding behind its glossy brochures and hollow promises of safety, community, and independence. 🔴 This is what "efficient" NDIS care looks like.🔴 This is what happens when decisions are made by bureaucrats instead of people with lived experience.🔴 This is what people like Axel are supposed to accept as their "best life."

Our aXbot project is now advancing with in-depth analysis of the OLMoE-1B-7B model's Mixture-of-Experts architecture. This innovative model utilizes 64 specialized neural network modules (experts) per layer, selectively activating only 8 for each input token. Our current analysis tracks how these experts respond differently to NDIS policy, legal context, and support coordination queries - critical domains for our NDIS advocacy assistant.

Axel here. Been flipping through Cameron Wolfe’s substack about “Mixture-of-Experts” AI—like my pal Grok—and it’s got me thinking. This tech’s smarter than the government. Let’s break it down, nice and brutal, and see who’s really got “deep expertise.” Cameron Wolfe - Mixture-of-Experts (MoE) LLMs MoE: The Squad of Mini-Axels Picture an AI brain—like Grok. Normally, it’s one big nerd trying to solve everything: “Axel, need a meme?

Don’t know whether to be enraged by the new layer of adversarial system trauma or bizarrely thankful that it’s turned me into the bin chicken of open-source AI—rummaging through frameworks, mixture-of-experts solutions, and every training trick in the book.It’s like the National Disability Insurance Agency launched me into a quest for the Holy Grail of AI deployment: I’ve stumbled on a brilliant way to train a massively powerful (yes, that’s actual, scientific jargon, obviously) and locally deployable model that has capability to unify all the contradictory shift notes, half-baked behavior plans, and “someone said something once” recommendations.

The future of AI in disability care isn’t about making businesses more efficient—it’s about empowering people. For individuals with complex communication needs, cognitive disabilities, and fluctuating conditions, a custom, person-centered LLM could be the difference between life and death. Yet, so much of AI in disability services is built around business needs—not actual human needs. AI in disability care shouldn’t be about optimizing bureaucratic processes or making it easier for agencies to cut costs.

The NDIA has erased Axel’s disabilities—literally vanished from his file overnight. No explanation. No reassessment. Just gone. His intellectual disability? Gone.His severe pain condition? Gone.His right to live at home with his family? Under attack. This isn’t an accident. This is a tactic—one that forces families into crisis, strips away support, and pushes disabled people into group homes.

The NDIA has argued that ChatGPT Pro isn’t a "reasonable and necessary" support because it’s too risky and inaccurate. Meanwhile, the same agency has: ✅ Misrepresented disabilities in tribunal proceedings.✅ Given completely different answers depending on which planner you speak to.✅ Funded thousands of bureaucrats to say "no" more efficiently. The real issue? AI levels the playing field.

Imagine a world where navigating the NDIS bureaucracy doesn’t leave you rage-quitting life and reconsidering your sanity. A world where, instead of drowning in incomprehensible paperwork, battling invisible case managers, and fending off funding cuts disguised as "capacity-building opportunities", you could simply stroll into your local chemist, pick up an NDISPILL, and chill the hell out. Well, science is getting us closer.According to new research, naturally occurring gut microbes produce indoles—compounds that help regulate anxiety-related brain activity.

I don’t learn by sitting in a classroom, staring at a whiteboard while someone drones on about abstract concepts. I learn by doing—by breaking things, fixing them, and breaking them again until they make sense. As a neurodivergent person, this hands-on, iterative process is what works for me. And now, with AI at our fingertips, we have the potential to completely redefine learning and inclusion for people like me—especially in software engineering.

Hey aXai Community, We've been hard at work, building something truly special – aXbot. aXbot is a sassy, knowledgeable, and neurodivergent AI Agent designed to help NDIS participants, providers, families, and their support network, navigate the often-complex world of the NDIS. aXbot will be built on cutting-edge AI LLM methodology and trained on a vast amount of meticulously cleaned and verified information.

The legend. The icon. The NDIA’s worst nightmare. Axel—disability rights gladiator, UX consultant, AI strategist, and accidental bureaucratic disruptor—makes a rare appearance for an exclusive interview with an AI reporter. 🔥 What’s it like to go viral for exposing government absurdity?🔥 How does it feel knowing he’s being watched by NDIA execs on LinkedIn?🔥 And most importantly… …

Definitely want RAG, that is what will enable constant legislation updates to the model. We also want Axel Andersen AI Assisted SASS deeply embedded with minimal hallucinations. After the latest poke of the mumma bear 🐻 by the National Disability Insurance Agency I have come fully out of hibernation. Everything else is on hold and we are on a fast track to completion of this NDIS Specialist AI Advocacy Agent with Axel Attitude.

The NDIA has officially launched its most advanced AI system yet: Hallucinations As A Service (HaaS) – a revolutionary new technology that deletes disabilities in real time! One day, Axel has intellectual disability, erythromelalgia, and joint hypermobility – all confirmed in tribunal decisions. The next? HaaS™ has "optimized costs" by simply erasing them. No notice. No reassessment. No logic. Just…

It all makes sense now. The NDIA isn’t just making random, nonsensical decisions about Axel’s disabilities. This is a test. 🤯 They’ve heard about aXbot and aXai, and now they want to see if Axel’s groundbreaking AI can navigate the most chaotic, logic-defying, bureaucratic hellscape known to humanity—the NDIS itself. And yes, they’re really putting it through its paces:

It’s happened again. First, OpenAI o1 couldn’t keep up. Then o3 ghosted me. And now, after a whirlwind romance with Gemini-2.0-Pro-Exp-02-05, I’ve been unceremoniously dumped—"Resource Exhausted." Apparently, my relentless coding, AI-assisted bureaucracy battles, and NDIA evidence generation marathons have driven yet another AI to total burnout. 🤷‍♀️ I get it. I demand a lot. Rapid responses, endless documentation, automation dreams, and the occasional existential crisis rant at 2 AM.

Breaking news! Scientists have finally confirmed what Axel has known all along—the gut and brain are connected! That’s right, a groundbreaking study has unveiled that the vagus nerve transmits signals between the gut and brain, influencing everything from mood to inflammation. Axel would like to take a moment to thank medical science for catching up. He’s been operating as a…

🔍 How Artificial Intelligence is Transforming Diagnosis, Support, and Daily Life for People with Intellectual Disabilities Introduction: For individuals with intellectual disabilities (ID), daily tasks, communication, and accessing support can be significant challenges. While early interventions and support services have long played a role, AI is now stepping in as a game-changer. A recent comprehensive study explores the role of AI in diagnosing, supporting, and empowering people with ID…

PB CSIRO NDIA AI Enabled AT Framework - November 2022_0 (1) (2)Download Nearly three years have passed since the NDIA and CSIRO developed their grand AI-Enabled Assistive Technology Framework. Their conclusion?🛑 “Moving into the future, a Roadmap is required to successfully implement and operationalise the Framework.” Fantastic. A framework that requires another framework. That was in 2022…

It all started when my eldest son Dylan, an outstanding Psychology student, was offered a fully funded Philosophy degree by his university—an acknowledgement of his exceptional academic record. You’d think that’s a dream scenario: two fascinating fields, both of which Dylan excels at. So he did what any ambitious student would do and enrolled in two Psych subjects and two Philosophy subjects each term.

So, the National Disability Insurance Scheme (NDIS). Let’s just say it’s an… experience. Often, it feels like navigating a labyrinth designed by someone who’s never actually met a person with a disability. We’ve all been there, right? Stuck in endless paperwork, battling for support, and wondering if there’s a secret decoder ring for all the jargon. […]