Priyam

building @metacognitionai | @fdotinc
ex Machine Learning and System Architect @NASAArtemis | @NASAJPL

[Priyam @PriGoistic]

7 months , 6 naive bachelors , 1 vision : a suite of artifical systems built ground up from biological intelligence.

A new generation of emergent intelligence which goes beyond the comprehension of humanity.

Be a part of a leap towards the next phase of evolution with us at @metacognitionai

[MetaCognition @metacognitionai]

Humans are the only known species to reach a higher order of intelligence, an intelligence that shaped the world and placed us at its apex. As artificial intelligence emerges, perhaps we stand at the threshold of something greater, where intelligence begins to transcend its origins.

[Priyam @PriGoistic]

why is linkedin's algo so fcked recently.. wdym i just have 2 likes on a post which was posted like 60hrs ago.. when my general reach in a day used to be 100+ interactions...

its cooked, the new ranking systems ngl

[Priyam @PriGoistic]

@venky1701 U are homeless

[MetaCognition @metacognitionai]

Back in May 2026, we presented our work at ICMNAI (neuroMONSTER) in Rome by @thoughtchannel_

We started with a simple question: why is AI memory treated as static storage when biological memory is constantly evolving?

We modelled memory as a dynamical system shaped by decay, diffusion, inhibition, and replay and studied how these forces determine what fades, persists, and stabilizes.

The unusual part? We were undergrads with no formal background in computational neuroscience learning as we went through months of experiments, failures, and iterations.

Presenting this alongside folks from @GoogleDeepMind , @Cornell , @nyuniversity and others made the whole journey even more surreal.

More to come. Godspeed.

[Krish Jaiswal @venky1701]

with one of the world’s first multimodal memory layers, MetaCognition can perceive any form of data through proprietary models trained on 5,000+ hours of multimodal data, connecting information across time, context, and modality the way human cognition does.

Today, we launched MetaCognition.

the idea was simple - agents should never face the problem of stale context or lack of information since that f*cks up their reasoning.

we share a bigger vision - cognition and perceptive intelligence in systems

if you're building a company that has complex agentic workflows, let's talk. I'm happy to help you advice for free on memory(no promos btw) and context engineering since that's something I've been building for the past 1.5 years.

Let's talk in DMs

[Priyam @PriGoistic]

@sirsho29 very inspiring journey dada, all the best!

[Priyam @PriGoistic]

today has only been about crazy launches.

- @OpenAI with Jalapeño
- @Apple with their new lineup of M6 machines with some crazy amount of unified memory.
- @Figure_robot , @SkildAI , @GeneralistAI @Airbound_Aero etc dropping their launches or raises.
- and along with these we at @metacognitionai launched our company officially too.

crazy day tbh.

[Priyam @PriGoistic]

The vision that @demishassabis @geoffreyhinton @ylecun had which forged the foundation of the AI Era is what we truly believe is.

Current paradigm is not the way we reach emergent intelligence.
Every unorthodox thinking individual has put a mark on the face of the earth.

We are on the same race.
A dent in the universe.
Godspeed.

[Mohammad Tauqueer @TauqueerCodes]

Metacognition is finally here

[Krish Jaiswal @venky1701]

cognitive intelligence for agents and robots

here we are guys @metacognitionai !! as promised!

[Sauhard Gupta @sauhard_07]

As promised it's here!!

MetaCognition officially launched to the world !!

And it's killing already 🔥

[Aditya Bhaskara @adityabhas22]

Congrats on the launch @venky1701 @PriGoistic @sauhard_07 ! Some of the smartest guys I know

[Aban Hasan @AbanHResearch]

So psyched for what we're building here

Utterly mindblowing stuff

Only the start 🙂

[kozue @shnkthp]

birth of species more intelligent than us

[Priyam @PriGoistic]

@metacognitionai @sauhard_07 @venky1701 @TauqueerCodes @AbanHResearch a leap of faith towards what comes beyond humanity

[MetaCognition @metacognitionai]

Humans are the only known species to reach a higher order of intelligence, an intelligence that shaped the world and placed us at its apex. As artificial intelligence emerges, perhaps we stand at the threshold of something greater, where intelligence begins to transcend its origins.

[Priyam @PriGoistic]

i love how the industry is going back to the concepts of system and control design , optimal control design to deal with complex non linear landscapes from diffusion models to pinns and some approaches can be seen in vision models inspired from SSL.

i think i started working in the idea of inference time operator on associative networks like 5 months back.. feels good to see that the industry is catching up with the indies.

[Priyam @PriGoistic]

something is big is gonna drop today. mark the date

25.08.26

[Priyam @PriGoistic]

by programming setup now includes :
- using @zeddotdev at vim mode for writing code ( my primary IDE now )
- @opencode for building plans and worktrees
- @claudeai for research and validatations
- @mendeley_com for reading papers and annotations
- and a cute little grid notebook from Nuom with my fav @UniBall_USA 215

this allows me to build and work on systems from my dorm room that are beyond comprehension for the general.