𝕱𝖗𝖆𝖓𝖐𝖙𝖔𝖓𝖞 (Ø,G)

🚨 𝑾𝒉𝒂𝒕 𝒉𝒂𝒑𝒑𝒆𝒏𝒔 𝒘𝒉𝒆𝒏 𝒂 𝒔𝒕𝒖𝒅𝒆𝒏𝒕 𝒕𝒓𝒖𝒔𝒕𝒔 𝑨𝑰 𝒂𝒏𝒅 𝒆𝒏𝒅𝒔 𝒖𝒑 𝒃𝒆𝒊𝒏𝒈 𝒑𝒖𝒏𝒊𝒔𝒉𝒆𝒅 𝒇𝒐𝒓 𝒊𝒕? 𝑰𝒏 𝒕𝒉𝒊𝒔 𝒔𝒉𝒐𝒓𝒕 𝒓𝒆𝒑𝒐𝒓𝒕, 𝒔𝒉𝒂𝒓𝒆𝒅 𝒕𝒉𝒓𝒐𝒖𝒈𝒉 @miranetwork, 𝑰 𝒊𝒏𝒗𝒆𝒔𝒕𝒊𝒈𝒂𝒕𝒆𝒅 𝒉𝒐𝒘 𝑨𝑰 𝒉𝒂𝒍𝒍𝒖𝒄𝒊𝒏𝒂𝒕𝒊𝒐𝒏𝒔 𝒂𝒓𝒆 𝒒𝒖𝒊𝒆𝒕𝒍𝒚 𝒔𝒉𝒐𝒘𝒊𝒏𝒈 𝒖𝒑 𝒊𝒏 𝒔𝒕𝒖𝒅𝒆𝒏𝒕 𝒘𝒐𝒓𝒌 𝒄𝒓𝒆𝒂𝒕𝒊𝒏𝒈 𝒇𝒂𝒌𝒆 𝒄𝒊𝒕𝒂𝒕𝒊𝒐𝒏𝒔, 𝒒𝒖𝒐𝒕𝒆𝒔, 𝒂𝒏𝒅 𝒔𝒐𝒖𝒓𝒄𝒆𝒔 𝒕𝒉𝒂𝒕 𝒍𝒐𝒐𝒌 𝒓𝒆𝒂𝒍. 𝑴𝒊𝒓𝒂 𝒈𝒂𝒗𝒆 𝒎𝒆 𝒕𝒉𝒆 𝒔𝒑𝒂𝒄𝒆 𝒕𝒐 𝒕𝒆𝒍𝒍 𝒕𝒉𝒊𝒔 𝒔𝒕𝒐𝒓𝒚 𝒏𝒐𝒕 𝒕𝒐 𝒃𝒍𝒂𝒎𝒆 𝒔𝒕𝒖𝒅𝒆𝒏𝒕𝒔, 𝒃𝒖𝒕 𝒕𝒐 𝒓𝒆𝒗𝒆𝒂𝒍 𝒕𝒉𝒆 𝒅𝒆𝒆𝒑𝒆𝒓 𝒓𝒊𝒔𝒌𝒔 𝒃𝒆𝒉𝒊𝒏𝒅 𝑨𝑰 𝒘𝒆’𝒓𝒆 𝒕𝒓𝒖𝒔𝒕𝒊𝒏𝒈 𝒕𝒐𝒐 𝒒𝒖𝒊𝒄𝒌𝒍𝒚. @karansirdesai @Salexibroxima @takanome_76 @Bondman100 @shayneRFRM @0thTachi @stone_gettings 🎥 𝑾𝒂𝒕𝒄𝒉 𝒕𝒉𝒆 𝒇𝒖𝒍𝒍 𝒓𝒆𝒑𝒐𝒓𝒕 𝒃𝒆𝒍𝒐𝒘.

@KvngLordship Chelsh*t

Amorim couldn't win 5 in a row, but he didn't lose 5 premier league matches in a row. Chelsea is getting banged

That’s the difference between blind trust and informed trust and it’s a big gap...closing that gap is what will matter long term gmira 🤍

Real trust should not be built on assumption it should come from being able to check something when needed

I feel like a lot of what we call “trust” in AI today is actually just assumption and @miranetwork made me look at that differently 🧵 👇

Verification at each step reduces that risk you stop the error before it moves further feels like prevention matters more than correction in this space gmira 🤍

That’s why catching mistakes early matters more than fixing them later because later is usually too late

Something that doesn’t get talked about enough with @miranetwork is how fast small AI errors can grow into big problems especially when systems are connected 🧵 👇

And when that is combined with verification, it becomes even stronger you’re not just getting an answer you’re getting something you can actually weigh feels small but it changes how people interact with AI over time gmira 🤍

This is why adding confidence levels to outputs makes sense not everything should be treated as final truth some things should come with doubt attached

One thing I’ve been paying more attention to with @miranetwork is not just the answer, but how confident that answer actually is because not all outputs should be treated the same 🧵👇

@ActionModelAI That’s where the real action is. Being early and active in the dc just hits different

Our Discord isn’t just a chat. It’s where the community: • Earns extra rewards • Gets updates first • Tests products before anyone else Join, or hear about it later 👾 discord.com/invite/actionm…

@ActionModelAI That’s the real question. The boom is happening but ownership is what will decide who truly benefits.

@ActionModelAI Exactly..people creating the value should be the ones owning it. ActionModel is closing that gap

59% of investors now hold AI stocks. Gen Z and Millennials? ~66–67%. Big Tech? They’re spending $600–700 BILLION building AI infrastructure. Nvidia is up 1,190% in 5 years. Everyone wants exposure to AI. But here’s the reality: Some people can invest in AI companies… Almost no one can own the models themselves. And while investors chase returns, Millions of people are already training these models every day. Through their work. Their data. Their behavior online. They create the value. But they don’t share in it. That’s the gap. Action Model exists to close it. A world where the people training AI can own a piece of it. Because this isn’t just the biggest investment trend of our time. It’s the biggest ownership shift of humanity.