Lose 4–6 kg in 30 days with healthy, sustainable habits. Start with high-protein breakfasts, filling meals, no maida, and PCOS-friendly choices. DM “DIET” for a personalised plan with ghar ka khana.
High Protein Rajma Salad: chatpata, healthy aur weight loss friendly. Sab ingredients aur steps video mein hain. Kaisa laga? Comment mein batao. Save kar lo, next time kaam aayega. Personalized diet plan ke liye DM karein: DIET
Diwali pe weight maintain karna hai? Mana nahi, smart swaps karo. Fried namkeen ki jagah roasted makhana, cold drink ki jagah infused water, samosa ki jagah roasted chana, gulab jamun ki jagah dates + nuts. Festival enjoy karo, guilt nahi!
7 din, 7 high-protein veg salads for fat loss. Weight loss ka matlab bhookha rehna nahi, smart khana hai. Har din tasty, filling aur protein-rich salad. Save karo aur batao, sabse pehle kaunsa din try karoge?
Un Halloween clásico para @happyinstruments. mx: cazuelas, pócimas, calabazas, fantasmas, ojos que lo ven todo, murciélagos, tumbas y más. ¿Qué otro elemento añadirías para hacerlo aún más halloweenesco?
☕️GM builders @vangrid_io 📱
A robot can have a detailed 3D model of its surroundings and still make decisions based on yesterday's reality.
A delivery bay gets rearranged. A temporary closure changes the available route. A new obstacle appears where the digital model shows a clear path.
The problem isn't necessarily that the original scan was poor. The environment changed after the data was collected.
This is a fundamental challenge for Physical AI. Real-world environments aren't fixed datasets. They're constantly changing systems, and spatial information can lose relevance when those changes aren't captured.
That's why I find the direction of @vangrid_io worth discussing.
Its bounty system gives requesters...and AI agents using x402...a way to commission specific spatial captures instead of relying only on data that already exists. USDC escrow backs the request, contributors capture the requested location, and accepted submissions trigger 3D reconstruction. Merkle roots and Base EAS attestations add an evidence trail for capture records. https://t.co/zcfBhQwFlG
This doesn't mean Vangrid automatically detects every environmental change or keeps every map continuously updated. It creates a mechanism for obtaining new spatial data when someone identifies a need for it.
The bigger question for Physical AI is how machines will keep their understanding of the physical world aligned with the world they actually encounter.
Because a map isn't permanently accurate just because it was accurate when it was made
Explore the bounty board: https://t.co/uiSbEspVjt