Sumit Hasan

AI agents are evolving quickly. MuleRun 2.0 focuses on personal autonomy — learning from you and acting proactively. Running 24/7 on your own computer without complex setup. A strong step toward everyday AI assistants.

Is AI being designed to fail? Everyone talks about reasoning. But when given a task, the AI isn't reasoning the way you might expect. It looks at your input, finds the closest match it's seen before, and predicts the most likely next action. That process is called vector similarity search. It's genuinely powerful. It's also not the same thing as understanding what you actually meant. Think of a plumber who hears the word "leak" and starts pulling up floorboards before you've finished the sentence. He's not being careless. He's pattern-matching - that's exactly how he was trained. Your AI agent is doing the same thing. Context is the one thing that gets deprioritized when teams are racing to ship. But without it, you don't have an intelligent agent. You have a very fast guesser. Similarity ≠ relevance. How? Find out with the link in the comments ⬇️

Agents replace roles. Alibaba knows it. One founder. Infinite output. Unlimited Claude Opus 4.6 + GPT 5.4 for every new Signup: Get started with Accio Work👉 accio.com/work?src=p_xko…

It can also help you with the more complex stuff, like analyzing a jumbled supplier sheet It: → Ranked the top 10 sellers → Compared → Flagged risks → Found leverage → Summarized Instant clarity for me, I just had to decide.

From idea → suppliers → content → execution… All done without a laptop or team. What made it possible? AI agents working quietly in the background. Here’s how Accio Work works 🧵👇 #MyAccioWorks

Models plateau. Feedback loops don’t. That’s where winners separate.

@DJ_CURFEW Iteration speed matters more than model size. Always.

What's the real moat in AI? It's not your model. It's not your inference. It's your HUMANS. Human engagement. Human feedback. I break it down in this video🍿

When someone at MrBeast’s level adopts— it’s not experimentation. It’s direction.

@huang_song_ Signals don’t get clearer than this. People just ignore them.

MrBeast is already using Typeless At some point, everyone will

AI influencers are here. Characters you create can now build audiences, tell stories, and make money — without limits on appearance or resources. Today we’re launching AI Personality of the Year Awards 2026 with @fanvue and @ElevenLabs . 🏆 $90K+ prizes 🌍 Your global stage Learn more: aipersonality.ai

AI agents just got hands AND eyes on mobile. the hands part was already there. @drizz_dev built the eyes. one discord message triggered real actions across two real apps. this is the missing piece

@Asad_abraar @openclaw @Drizz_dev @Airbnb @amazon The autocomplete resolved itself mid-flow. the date picker navigated itself. neither was pre-configured. sit with that

The vibe QA testing era is here. So we connected @OpenClaw to @drizz_dev and gave it a phone. One Discord message. Two real apps. Zero human input. It navigated @Airbnb and @amazon and actually executed tasks without any assistance.

Execution is where most businesses fail. Too many tasks, not enough time. Accio Work closes that gap. That’s the edge.

@Accio_official Execution speed just went up. Huge advantage here.

Running a business shouldn’t mean doing 8 jobs alone. Meet Accio Work: your desktop business agent team that actually  connects with your Shopify and gets it done. 10 million users has used Accio Work to run business,  it’s your turn. Try free: accio.com/work?src=f_x_