Robots should not care about your lighting.
Our paper on Domain-Invariant Latent Lookahead (DILL) was selected for a presentation at RSS 2026. VLA policies quietly learn visual shortcuts: change the camera angle, the background, or the light, and they execute the wrong task.
DILL teaches the policy to predict a domain-invariant future, not the pixels.
This is the work behind the promise: OpenMind builds robot experiences that stay reliable in the real world, where the lights, the layout, and the cameras never match the lab.
Huge thanks to our partners at @SeoulNatlUni, @Hyundai, Ajou University, and Tommoro Robotics.
Stay tuned for more from OpenMind Research.
Robots should not care about your lighting.
Our paper on Domain-Invariant Latent Lookahead (DILL) was selected for a presentation at RSS 2026. VLA policies quietly learn visual shortcuts: change the camera angle, the background, or the light, and they execute the wrong task.
DILL teaches the policy to predict a domain-invariant future, not the pixels.
This is the work behind the promise: OpenMind builds robot experiences that stay reliable in the real world, where the lights, the layout, and the cameras never match the lab.
Huge thanks to our partners at @SeoulNatlUni, @Hyundai, Ajou University, and Tommoro Robotics.
Stay tuned for more from OpenMind Research.
Pi Ventures backing OpenMind, the humanoid robot control platform, is a signal about where the Pi ecosystem's ambitions sit beyond mobile mining.
SoloHost is distributed compute. PiVerify is on-chain KYC. Pi Sign-In is authentication. The pieces launched on Pi2Day map onto the infrastructure layer that autonomous and robotics platforms need. Remote robot control requires reliable identity, persistent session handling, and payments for access.
Whether developers in the Pi browser actually build toward that stack is still the open question. The venture bts fomPi Ventures suggest the core team has a broader vision than payments and lending apps.
A Pioneer analyzed Pi Sign-in as a privacy-preserving authentication layer, comparing it to Google login but with the user in control of their data. The utility conversation around $PI has to go beyond payments, and auth is an underratedpiece of it.
https://t.co/GTPT0PPt2y
A Pioneer breaks down SoloHost and Hermes on Pi Network, covering how the Hermes protocol shifts node operation from passive storage to active service provision. If you have been running a node and wondering where the economics are heading, this one addresses it directly. $PI
https://t.co/F6Fha5B1zv
파이 노드 운영하시는 분들 👀
내 노드 지금 제대로 돌아가고 있는지 매일 신경쓰고 계신가요?
LinkPi — 파이 노드 실시간 모니터링 툴입니다.
✅ 노드 상태 실시간 확인
✅ 300대 이상 노드 모니터링 중
✅ 무료 오픈소스
#pi#pinode
https://t.co/c5ngPa7Jgy
파이 노드 운영하시는 분들 👀
내 노드 지금 제대로 돌아가고 있는지 매일 신경쓰고 계신가요?
LinkPi — 파이 노드 실시간 모니터링 툴입니다.
✅ 노드 상태 실시간 확인
✅ 300대 이상 노드 모니터링 중
✅ 무료 오픈소스
#pi#pinode
https://t.co/c5ngPa7Jgy
A Pioneer writes that $PI's real value builds quietly, not in headline moments. The post argues the network's foundation grows through sustained development rather than sudden bursts of attention. Genuine perspective from someone tracking Pi through the slow phases.
https://t.co/ztJekJIBEU
A Pioneer covers the potential for Pi Network to intersect with global RWA tokenization, looking at mechanisms like OUSD and how large international corporate structures could integrate with Pi's ecosystem. Written from an international perspective with a genuine real-assets angle. $PI
https://t.co/UpshkLfNEU
On July 22, Pi is scheduled to upgrade to Protocol v25, which primarily focuses on improving network stability and reliability, and supports new capabilities for more efficient, privacy-preserving smart contracts.
Go to the Pi mining app to learn more!
If the only update you're waiting for on Pi2Day is Pi price moving from a few cents to $1, you'll probably be disappointed.
The real deal is Smart Contracts, Pi Ads expansion, Pi App Studio upgrades, stablecoins, major partnerships, Pi Launchpad, Pi DEX growth, and ecosystem utility.
That's real progress.
CiDi Games is a platform built for the Pi ecosystem.
A place where Pioneers can play, compete, and grow. Where games connect with identity, where casual moments turn into long-term participation, where Pi finds real use in everyday entertainment.
Pi ELF is one part of that. The companion that walks with you through everything else we are building.💚
At Beta, every Pioneer on CiDi Games will be paired with a Pi ELF.
Not an NPC, not a skin.
Just a pixel companion that starts with you.
The story of what it becomes is one we are only just starting to tell.
There are over 18 million identity-verified users on Pi.
But there is one clear difference between Pi’s users and others.
1 million verified users on Pi ≠ 1 million users on other networks.
Most networks measure growth in accounts.
Few measure it in verified users.
There’s a difference.
Pi recognized the importance of identity verification early on and that unverified account creation is simply not enough. Verified identities are needed for any meaningful transactions, especially in real-world economies.
Any time an asset (like crypto, fiat currency, property, etc.) is transferred, it raises a basic question of identity: who is sending it, and who is receiving it. If those identities aren’t clear, it becomes difficult to trust that the transfer is valid or that it went to the right person.
Therefore, Pi Network has built a fully KYC-verified Mainnet ecosystem.
Because when users are verified:
Spam drops.
Trust increases.
Utility becomes more reliable.
The Pi Mainnet has successfully upgraded to Protocol 21.
Node operators, please ensure your systems are up to date and stay tuned for instructions regarding the upcoming v22 upgrade.
궁금한 점은 RabbitHole.pi 앱에서 글쓰기로 질문 남겨주세요.
아는 범위 안에서 성심성의껏 답변드리겠습니다.
가이드 파일은 파이 관련 카페에 공유해뒀습니다.
HTML 파일 — 브라우저에서 열면 됩니다.
함께 만들어가는 Pi 생태계, 같이 도전해봐요. 🐇
https://t.co/2Fs8drojqP
⚠️ 시작 전 알아야 할 것
• Claude Code는 유료 구독(Claude Pro 이상) 필수
• 이 방식은 Pi App Studio와 달리 Develop 등록 후 해커톤 기간에 신청해야 테스트넷/메인넷 앱 선정 가능
• 비용과 리스크 설명은 가이드 안에 상세히 담았습니다