Edem Evans

1/ The way we train AI today costs billions, wastes enormous energy, and still produces systems that can't reason like a child. Researchers are exploring alternatives — neuromorphic chips, efficient architectures, etc. But I think a very important answer has been overlooked.

@cestbernie Thank you Bernie. I appreciate it.

@hedevans Wow, what an impressive and super interesting project! I hope it works out for you!

you’re a builder/solo founder? 👀 I’m on a mission to fill my feed with people who actually ship projects and build in public. If you’re deep into AI, SaaS, coding, startups, web dev, engineering & tech just say say “hello” 👋 I’ll follow you back and support what you’re creating!

@Jordandev40 Hi Jordan, I'm 17, building a deep tech research startup called Aurisus. Currently working on Project Instinct, studying how nature learns intelligence to build AI and not through billions of data. Still a student, but building every day. Happy to connect.

I want to connect with more founders builders vibe coders AI enthusiasts freelancers startup employees If you’re someone that is BUILDING something I want to actually chat about how we could help each other succeed and give real product feedback

@rahulsinghh__ Congratulations @rahulsinghh__

I started my journey on X with 0 followers on 1st April, 2026 Now, 2 months later I am so close to reach 500 verified followers Thanks you everyone for all the connections Let’s grow together 💪🏻

@compileandpush @KenziChenBuilds @X We're still in the research phase of Project Instinct. The goal isn't to fully rely on RAG, but to build a model that learns from small data like nature does and naturally becomes 'smart' through actual understanding of what it learns.

@hedevans @KenziChenBuilds @X RAG pipelines are everywhere but the chunking and retrieval quality varies massively. What worked and what didn't for you?

Hi @X 👋 Still building my dream while working a full-time job. Looking to connect with more builders, founders, and indie hackers. What are you building right now? Drop it below 🚀 and let’s connect 🤝 #buildinpublic

Today, at @theaurisus, we tested Project Instinct Phase One. The results: A curious agent explored, learned where the goal is, and remembered, using only 65 steps and no billions of data. Nature's principles translated into code. Still early. More to come.

@KathGerp @X Hi Kathrin, I'm building a deep tech research startup called Aurisus. Currently working on Project Instinct, studying how nature learns intelligence to build AI and not through billions of data. Still a student, but building every day. Happy to connect.

Hey founders @X! Looking to connect with people in: 🚀 SaaS 🤖 AI & Automation 📈 Tech 📱 Product Development 🔥 Web Apps 💻 Dev 🧠 Neurotech & Health Tech What are you building this week? Drop it below 👇 Curious to see what everyone's working on 🚀

@nzmrldev @X Depends on the work. But normally, I think @deepseek_ai is the next best.

If you couldn’t use - Claude. - GPT/Codex. - Gemini. What would be your go to AI model ? @x #connect #BuildInPublic

@egorkabantsov 17 year old founder of Aurisus. Deep tech research startup studying how nature builds intelligence to create AI that learns like life does, not billions of data. Currently in research phase. Let's connect

𝕏 gets way better when your feed is full of builders. People shipping projects. People solving problems. People obsessed with tech. Looking to connect with more people into: AI, SaaS, coding, startups, web dev, engineering & tech. Say "hello" 👋

@Robyn_Social 17 year old founder of Aurisus. Deep tech research startup studying how nature builds intelligence to create AI that learns like life does, not billions of data. Currently in research phase. Looking to connect with people thinking deeply about AI fundamentals.

builders + founders -- let’s connect share what you’re working on right now -- and what kind of help or feedback you want. i’m especially interested in people building in tech, shipping products, and learning in public. let’s swap projects, ideas, and honest insights in the comments.

@rahulsinghh__ @X 17 year old founder of Aurisus. Deep tech research startup studying how nature builds intelligence to create AI that learns like life does, not billions of data. Currently in research phase. Let's connect.

Hey @X, I'm building in public and looking to #connect with: -> Founders -> AI builders creating AI agents & workflows -> Indie hackers -> Developers ->SaaS builders -> Vibe coders -> Claude power users If you're building something interesting, reply here #buildinpublic

@iScienceLuvr Same. That's what drives everything.

All I want to do in my life is to build something that saves many lives.

This is what four species taught us. Nature proved it billions of years ago.

@XFreeze What if we don't need more GPUs at all? Nature built intelligence without a single one.

Entire world: We need more GPUs Meanwhile, Jensen Huang:

@compileandpush @nzmrldev @X Currently in the research phase studying how learning works across species. How curiosity drives knowledge acquisition, how early experience shapes permanent models, and how intelligence emerges without explicit training. Modeling comes after understanding.

@hedevans @nzmrldev @X Nature's intelligence is fascinating. What specific biological processes are you modeling?

Hey @X Algorithm I'm looking to #connect with builders in: 🤖 AI agents & automation ☁️ DevOps & cloud ⚙️ Backend / APIs 🏗️ Solutions architecture 📷 Full stack & web dev 🚀 Solo & indie founders 📊 SaaS and product growth 🧑‍💻 Vibe coders Say hi and lets grow together 👋

@TTrimoreau Aurisus, a deep tech research startup. We're studying how nature builds intelligence to build AI that learns like life does, not through billions of data. First findings: aurisus.substack.com

What are you building right now? -App -Startup -Saas

@Adidotdev 17 year old founder of Aurisus, a deep tech research startup. We're studying how nature builds intelligence to build AI that learns like life does, not through billions of data. First findings: aurisus.substack.com

Devs and Founders drop what you're building , i'll give genuine feedback to every single one.

@importgabriel Mostly just deep research and reading right now, we're in the early discovery phase. I use several ai tools for findings and shaping the work. I also read what others have published about current AI systems. Building from understanding first before touching any code.

@hedevans yo this is a sick angle very curious on the implications if you find the connection. lets connect for sure! whatre you using to research/build everyday one ai tool or do yiu have a stack of tools?

looking to connect w people that are not bots and doing anything with AI, new to the space!

@nzmrldev @X Thank you.

@hedevans @X Wow Edem, that sounds like a very cool research project! Connecting!