Rosé

@dapretty_taurus Gprisma atennnnnggg

@roe_row_rose Gprisma bunsooooooo

Robotics is advancing, but progress is fragmented. Each company trains systems in isolation, collecting its own data and keeping it closed. This creates repetition instead of growth. Machine are forced to relearn what others already solved instead of building on shared experience

@LeaNicoleRosar1 Bullish on prisma !!

@roe_row_rose Every adjustment and movement becomes structured input that helps systems understand how to operate beyond controlled setups! Gprismaa

@skrtttt_34 Gprisma big brother!

@roe_row_rose Gprisma

Want to learn more? Visit: Website: prismax.ai X (Twitter): x.com/prismaxai Discord: discord.gg/prismaxai

The future of robotics is not just automation. It is continuous learning shaped by human interaction. When teleoperation, shared data, and aligned incentives come together, machines stop repeating mistakes and start improving through collective experience

@deserielodor28 Gprisma ate desirieeee

There is something different about how this hackathon is being approached. It is not centered on polished demos or controlled success. It is focused on what actually happens when systems face real conditions and still need to function.

@dapretty_taurus @deserielodor28 @PrismaXai Gprisma ateq!

We successfully held our AMA #6: The Future of Robotics, in @PrismaXai Discord PH channel and I just want to sincerely thank everyone who joined and stayed with us from start to finish. Your time, attention, and engagement made the session meaningful. Special thanks as well to @fredorosario_06 for co-hosting and helping guide the discussion smoothly. It was a great way to end the session on a lighter note and keep the community energy going. This AMA focused on understanding where robotics is really heading, not just in theory, but in real-world application. One of the key points we discussed is that the future of robotics is not just about automation, but about adaptability. Systems today struggle because they are trained in controlled environments, while the real world is constantly changing. We also went deeper into teleoperation and why it plays such an important role. Teleoperation allows human input to guide systems in situations where they are not yet capable on their own. Every movement, adjustment, and decision made during tele-op becomes valuable data. Over time, these repeated actions help systems learn how to operate in unpredictable environments. To make it clearer, we also shared real-world scenarios where structured systems would fail, but human-guided interaction makes a difference. These examples showed how small decisions, like adjusting grip, repositioning objects, or reacting to unexpected changes, carry real context that machines need to learn from. These discussions matter because they help the community understand that progress in robotics is not instant. It is built through continuous interaction, shared knowledge, and real experience. The more we engage, the more we contribute to something that grows beyond individual effort. Again, thank you to everyone who participated and made the session successful.

@claudinereyes26 You look so cute ate, gprisma! Hahah check mo sakin atee

A lot of conversations about robotics still revolve around the idea that everything will soon run on its own, with little to no human involvement. It sounds appealing, but when you look at how systems actually function today, the picture is very different.

@LeaNicoleRosar1 @dapretty_taurus @PrismaXai Gprisma gurlalowwws

My brother recently held another AMA at @PrismaXai regarding the Future of Robotics led by @dapretty_taurus and it turned into a very grounded discussion on how systems actually improve outside controlled environments. One point that stood out is that progress in robotics is not limited by hardware alone. It is limited by experience. Most systems are trained in clean, predictable setups, but the real world is rarely like that. Spaces are tight, objects are placed unevenly, and conditions change constantly. This is where teleoperation becomes necessary. Teleoperation allows a person to guide a system through situations it does not yet understand. What matters is not just completing the task, but how it is done. Every movement carries context. The way you approach an object, how you adjust when something shifts, or when you decide to pause and reposition. These are small decisions, but they reflect real understanding. They shared a practical example of a small neighborhood pharmacy during restocking hours. Medicine boxes are stacked in mixed sizes, some slightly damaged, some tightly packed in narrow shelves. A system trained in structured layouts may struggle to retrieve one box without disturbing others. Through teleoperation, a human operator would first create space, gently loosen the surrounding items, and adjust grip depending on how stable the stack is. These actions are subtle, but they show awareness of the situation. Another example discussed was a cluttered home workspace where tools, cables, and small devices are scattered across a desk. A robot may not recognize which object to prioritize or how to safely pick something without tangling wires. A human operator, through teleoperation, naturally observes the layout, clears a path, and chooses a safer sequence of actions. Over time, these repeated patterns become something the system can learn from. This is where teleoperation goes deeper. It is not just remote control. It is a way of turning human judgment into structured learning. Each session captures vision, motion, timing, and correction. When this happens across many users and environments, the system gains exposure to real-world complexity that cannot be simulated fully. The AMA also highlighted why discussions like this matter. It helps the community understand that robotics is not about instant automation. It is about building systems that can adapt. And that process depends on continuous interaction, shared knowledge, and people willing to contribute through real use. Appreciation to @fredorosario_06 and @dapretty_taurus for always creating such wonderful AMA sessions. Conversations like this bring clarity and direction, and they help move the community closer to understanding how real progress is built.

If you’re looking for a space where you can both grow and enjoy the journey, the @PrismaXai community is open always! Discord: discord.gg/prismaxai 🫶🏼

Some shared their talent, others just listened, but everyone was part of the experience. These kinds of sessions help people feel included, and when that happens, participation grows naturally across everything else in the community.

Spent some time in the @PrismaXai karaoke session yesterday held by MOD @vivianrobotics and it was one of those moments that remind you why community matters.