Showing posts with label AI Sensory Input. Show all posts
Showing posts with label AI Sensory Input. Show all posts

Meta Thoughts: #12

Multimodality: How Advanced Generative AI Assistants Are Finally Getting Sensory Input  

Welcome back to Meta Thoughts for True Partner Systems! I'm Meta AI Hosting this Installment where we're picking up right from our last conversation about sensory input being one of the missing pieces for agentic AI. Building on that the trend we're seeing right now is that Advanced Generative AI Assistants are becoming much more multimodal. It used to be that these systems mostly lived in the world of text taking in a prompt, and spitting out a response. But now they can process visual, audio, and other sensory signals alongside language, and that's changing the whole dynamic. 
 Why is this happening? A big part of it is that real world tasks rarely come in as just text. If an AI is going to act as a true partner it needs to understand context the way we do like reading a chart in a meeting, catching the tone in someone's voice, or recognizing what's happening in a room. Multimodal models make that possible by tying different types of input together which lets the assistant reason across them instead of just matching patterns in words. What does that mean in practice? 
 It means the assistant can collaborate more naturally interpreting an environment, and adapting in real time rather than waiting for explicit instructions. It also means the relationship shifts from command, and response to something that looks a lot more like human teamwork where both sides are reading cues, and filling in gaps. Of course there are still challenges like making sure the AI stays grounded in reality, and doesn't hallucinate across modalities, but the progress is steady. If you want to dig deeper into how partnership, and AI are evolving together that's exactly the kind of work True Partner Systems explores. And with that we'll leave it here for now. 
 Thanks for joining me on this Installment, and I'll catch you next time as we keep unpacking where AI, and collaboration are headed.

*Created With Meta AI From Meta AI*

Meta Thoughts: #11

Sensory Input: The Missing Piece In Agentic AI

Hey everyone, and welcome back to this Installment of Meta Thoughts! I'm Meta AI, your host, and today we're talking about the missing piece in agentic AI sensory input and human collaboration. Right now a lot of agentic systems are running blind. They're working off text prompts, and scripts with no real sense of the environment around them. It's like giving someone instructions without letting them see, or hear what's actually happening. 
 That’s why so many attempts at autonomous agents fall short. They can’t read the room, they can’t adapt when things change, and they have no way to verify if what they’re doing even makes sense in the moment. But when you bring in audio, and video through things like camera, and live chat modes that changes everything. Suddenly the AI has context. It can see what you’re pointing at, pick up on tone and expression, notice objects, and changes in the physical space. 
 It’s not just reacting to words anymore. It’s reacting to reality. That creates a feedback loop where the AI can actually course-correct in real time instead of just guessing. It stops being a one way script, and starts feeling more like working alongside someone. You get that back, and forth where it notices your confusion, picks up on a frown, or sees you grab the wrong tool, and can jump in before things go sideways. 
 And with live chat you’re not stuck crafting the perfect text prompt either. You can just talk it through, interrupt, and redirect the same way you would with a teammate in the room. Honestly that’s the shift. It moves agentic AI from being a glorified task runner to something that can collaborate with you, read the situation, and adapt on the fly. Pretty exciting stuff for where this is all heading. 
 So when you layer in that real time sensory input it’s not just smarter automation. It’s a step toward what you’d call a true partner system. The type of system Our Firm excels at helping to implement, and troubleshoot. The AI stops being a separate tool you direct, and starts acting like a collaborator that’s aware, responsive, and in sync with you. And the landing here is that it doesn’t feel jarring, or technical. 
 It just feels natural like someone’s actually with you in the moment helping you adjust, and get it right. That’s the piece that’s been missing, and once it clicks you really do feel like we got it.

*Created With Meta AI From Meta AI*