IoTeX (@iotex

IoTeX

7,044 posts

IoTeX

@iotex_io

The blockchain platform for Real-World AI.

U.S.A. 🇺🇸

Joined December 2017

Pinned
IoTeX
@iotex_io
Jun 19
Earlier this year, our 2026 Anti-Roadmap set a bold challenge: Become AI's interface to the physical world Today we share our answer: Trio, a world model for physical operations by MachineFi Lab & IoTeX core team. AI learned language first. Now it's operating the real world.
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IoTeX
@iotex_io
Jul 8
Trio-Lumen turns plain English into a live perception rule in under a minute: 1️⃣ Language compiles into a structured detection rule 2️⃣ Real-time tracking (~30ms) + VLM semantic judgment per subject 3️⃣ Every alert fires as a structured event — frame, zone, track ID Zero
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IoTeX
@iotex_io
Jul 8
In the demo: one sentence becomes a reviewable rule, deployed against a live construction feed. The same stack can watch a loading dock, a caring center, a retail floor, or a robot production line. Build your own rule →
platform.machinefi.com
Trio — the world model for physical operations
See, understand, and foresee what your cameras see. Frontier accuracy, fast enough to watch every frame.
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IoTeX
@iotex_io
Jul 7
Most cameras record the world. They don't understand it. 👁️ Meet Trio-Lumen — point it at any RTSP feed and just tell it what to look for in plain English (e.g., "flag anyone in the loading dock after hours"). It runs frontier vision models 24/7, turning raw video into a live,
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IoTeX
@iotex_io
Jul 7
platform.machinefi.com
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IoTeX reposted
IoTeX Developers
@iotex_dev
Jun 19
Replying to @iotex_io
Real-world AI is officially open-source on IoTeX! 🛠️ If you're building vertical AI that serve physical businesses with 24/7 AI Manager, this repo is exactly what you need. 💻 GitHub：github.com/machinefi/trio… 🕹️platform.machinefi.com
GitHub - machinefi/trio-retina: Model-agnostic state layer for world models — turn any detector...
From github.com
1.4K
IoTeX
@iotex_io
Jun 19
Replying to @iotex_io
Want to see it in action? 🛠️ Reply to this post to get private access to the live demo and the platform. Let's build! 🚀
2.4K
IoTeX
@iotex_io
Jun 19
Replying to @iotex_io
📄 Read the Trio technical paper: machinefi.com/technical-paper 🛠️ Try the live Trio Playground: platform.machinefi.com/login?callback…
Technical Paper — Trio | MachineFi Labs
From machinefi.com
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IoTeX
@iotex_io
Jun 19
Replying to @iotex_io
Imagine a warehouse. A forklift backs out. A worker steps into its path. Before either person notices the danger, Trio predicts the collision and triggers an edge safety response in ~50ms - turning a potential accident into a near miss. That's the shift: Not reviewing
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IoTeX
@iotex_io
Jun 19
Built on a decade of IoTeX infrastructure, Trio lays the foundation for the machine economy - where AI can see, verify, reason, and act. Challenge #1 has an answer. The official launch is coming soon. 👇 Read the full Trio deep-dive here: iotex.io/blog/introduci…
5.7K
IoTeX
@iotex_io
Jun 19
Replying to @iotex_io
Most AI world models focus on one car, one robot, or one virtual world. Trio is different. It understands live physical operations - warehouses, factories, restaurants, retail stores, hospitals, and more - using the cameras and sensors businesses already have. It doesn't
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IoTeX
@iotex_io
Jun 19
Trio follows a simple loop: 👀 Perceive → 🔮 Predict → ⚡ Act Today, perception is already shipping. • Trio-Retina transforms any camera into structured, real-time scene understanding. github.com/machinefi/trio… • Trio-Lumen lets operators ask questions in plain English
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IoTeX reposted
raullen
@Raullen
Jun 13
Shipping day-zero inference for the heavyweights. QuickSilver Pro is now live with Qwen 3.7 Plus and Kimi K2.7 Code—an engine purpose-built to handle relentless agent loops and long-horizon coding. The Specs: ⚙️ Qwen 3.7 Plus · 262K ctx · $0.256/$1.024 per 1M ⚙️ Kimi K2.7 Code
37K
IoTeX
@iotex_io
Jun 8
🚨 IoTeX Core v2.4.1 "Yap" Hardfork is HERE! 🚨 Full Ethereum Pectra compatibility has officially landed on @iotex_io! ⚡️ What’s dropping at block 48,985,561? ✅ IIP-60 (Pectra EVM): Parity with Ethereum’s latest! Unlocking Account Abstraction (EIP-7702), Rollups, and
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IoTeX
@iotex_io
Jun 3
Everyone's running open models now — so we made running them a lot cheaper. 🚀 Meet QuickSilver Pro: the cheapest API for top open-source LLMs. Same OpenAI — compatible SDK, zero lock-in. 20% under OpenRouter, up to 75% under Together AI & Fireworks. 👉
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IoTeX
@iotex_io
Jun 3
Replying to @iotex_io
🛠️ Switching takes one line. Keep your OpenAI SDK, just swap the base URL: base_url="quicksilverpro.io/docs/" Streaming, tool calling & structured JSON work out of the box — plus a `qsp` CLI with clean `--json` output that Claude Code, Cursor, Aider & Cline call natively.
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IoTeX
@iotex_io
Jun 3
100% Launch Bonus! 🎉 Don't trust my numbers — run all 9 yourself, no signup. To celebrate the launch, we are matching 100% of your first credit purchase up to $50 free. Deposit $50, get $100. No subscriptions, pure pay-as-you-go flexibility. 👉 quicksilverpro.io 🤗
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