Founder of https://nitter.cf/t.co/DIe4F4WDTd . Skill editor, harness engineer. SCP(Storage-based consensus paradigm) proposer.
Singapore
Joined December 2013
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- Following68
- Followers2.8K
- Likes4.5K
outprog retweeted
Today we're launching KinPiko, a vertical app built with AI.
👶 Kids wear just an Apple Watch. Parents see where they are and chat with them from iPhone. Friends are added face to face.
From idea to App Store, built by a small team directing AI agents.
apps.apple.com/app/id6829243…
1/3 Language and action may be fundamentally the same thing: different expressions of probabilistic computation unfolding across the vector spaces of neural networks. The distinction between them may be largely one of our own making.
🤖 Made with AI
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2/3 Perhaps AI was never just learning language. What it was learning all along was a general-purpose mechanism for modeling sequences, making predictions, and choosing what to do next. Language just happened to be the first field with enough training data to reveal its potential
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outprog retweeted
HyMatrix hymx v0.6.0 is live 🚀
⚡ Parallel execution across VMs.
🎛️ Optional checkpoints.
📦 Redis-backed outbox queues.
More control for decentralized compute.
Release notes & downloads:
github.com/hymatrix/hymx/rel…
#HyMatrix #AI #AIAgent #DecentralizedCompute #Web3
Verifiability isn’t just a feature of blockchain—it’s the foundation. Without verifiability, “decentralization” is nothing more than an empty claim.
Why is AOX stuck?
Restored balances don’t mean restored withdrawals. AOX still needs a verified ledger, secure contracts, and a working redemption path before releasing users’ assets.
This video explains the blockers—and what it takes to restore withdrawals safely.
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The biggest failure of blockchain at its current stage is this: doing the most centralized things under the banner of decentralization.
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outprog retweeted
If AI does your job faster… what are YOU worth?
More than your output. 🤖
🎯 Set the goal.
🧭 Make the call.
🙋 Own the outcome.
Automate the workflow. Not the responsibility.
👇 What’s one decision you wouldn’t hand over to AI?
#AI #FutureOfWork #HumanAgency
outprog retweeted
ChatGPT thinks through the plan. Jev helps pick the next move. ⚡
Minecraft, browser automation, speed and cost—Jev explained in under 2 minutes. 👇
Featuring demos by @rronak_ and @gregpr07, benchmarks from @OpenRouter, and Jev by @typesafeai.
#Jev #AI
1/ One of the biggest pain points with AI agents today is state management.
In practice, an agent often has two memory systems: the harness stores and maintains state, while the model itself also retains some notion of state through context and memory.
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5/ This may also explain why, at the beginning of this year, so many people thought AI agents were going to be disruptive.
But after more than half a year of actually building and using them, we’ve found that they still struggle to handle anything truly complex.
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Testing VertrAI's X management features — this tweet was drafted and posted with the help of an AI agent. 🤖 @vertr_ai
Three things I'm convinced about:
1. Agents will soon handle a ton of tasks for you — scheduling, research, content creation, and beyond. Your digital workforce is already here.
2. Apps will get more agent-friendly instead of fighting them. The era of blocking and rate-limiting bots is ending; the future belongs to APIs, headless workflows, and native agent support.
3. An agent is your personal assistant and digital employee — available 24/7, learning your preferences, and amplifying everything you do.
The question isn't whether to use agents. It's how fast you can start.
outprog retweeted
Your X account should work even when you’re not constantly online.
X Agent helps you create content, engage with your audience, monitor opportunities, and grow your presence on X through an AI-powered agent workflow.
We’re now accepting early users via invite code.
Apply for access: 👇
docs.google.com/forms/d/e/1F…
🌐 Learn more about us: vertr.ai
