
Tanka
502 posts

Tanka
@TankaChat
The Operating Base for AI-Native Companies




🚀 Introducing MiroThinker-1.7 & MiroThinker-H1 Today, we release the latest generation of our research agent family: MiroThinker-1.7 and MiroThinker-H1. Our goal is simple but ambitious: move beyond LLM chatbots to build heavy-duty, verifiable agents capable of solving real, critical tasks. Rather than merely scaling interaction turns, we focus on scaling effective interactions — improving both reasoning depth and step-level accuracy. Key highlights: 🧠 Heavy-duty reasoning designed for long-horizon tasks 🔍 Verification-centric architecture with local and global verification 🌐 State-of-the-art performance on BrowseComp / BrowseComp-ZH / GAIA / Seal-0 research benchmarks 📊 Leading results across scientific and financial evaluation tasks Explore MiroThinker: Hugging Face: huggingface.co/collections/mi… Github: github.com/MiroMindAI/Mir…

🚀**Today MiroMind is officially live on iOS and Android**. **Download Now!** 📱 MiroMind isn’t another AI assistant—it’s a **General-Purpose Solver** designed to reason through the world's most complex problems. Our goal is not to replace human work, but to help tackle problems humans have not yet been able to solve. This is still the beginning, but we’re excited to finally open it to the community. If you’re interested in AI reasoning, scientific discovery, or complex problem solving, we’d love to hear your feedback. ✅ **Live on iOS & Android** ✅ Plan → Execute → Verify → Improve ✅ High-stakes reasoning, now in your pocket. **Get the App :** 🔗 miromind.ai/download **Join the Discord:** 👉 discord.gg/F7EQFnYscV








AGI isn’t about sounding right. It’s about being right in the real world. I frame this as “Liberal Arts LLM” (simulation) vs “Science LLM” (discovery)—where causality + verification loops matter most. 🎥 youtu.be/IFR6zeM5tUQ?si… 📄 Text version: lnkd.in/gB_GNaMi

There is a concept in Buddhist sutras called "Great Round Mirror Wisdom" (大圆镜智). It describes a mind that reflects the world exactly as it is—obscured by no dust, distorted by no bias. To me, this is the holy grail of Artificial General Intelligence. We are often distracted by how well an AI "speaks"—its fluency, its rhetoric, its ability to mimic. But when the words fall silent, what remains? Real value lies in Causality. I wrote this piece to argue that the next leap in AI must move beyond language models that merely "sound correct" to systems that act as a scalpel for truth—identifying the causal red lines in science, engineering, and reality. An AGI that doesn't just answer, but discovers. 👇 Read the full article here: lnkd.in/gB_GNaMi #DeepTech #Philosophy #AGI #Causality #Innovation #ChenNative
