131 citations · 394 across the 29 of their papers we have counts for
32 papers
When Reality Outpaces Cognition: A New Scaling Principle for Reliable Intelligence
Ahsan Adeel, Talha Bin Riaz
This paper challenges the understanding capabilities of existing AI paradigms and emerging world models by asking a fundamental question: How quickly can reality change before an i…
Efficient Audio-Visual Speech Enhancement via Reinforcement Learning-Based Neural Architecture Search
Khubaib Ahmed, Ahsan Adeel, Nasir Saleem +3
Audio-visual speech enhancement (AVSE) improves speech intelligibility in noisy environments but often relies on computationally expensive models unsuitable for resource-constraine…
A Cellular Doctrine of Morality: Intrinsic Active Precision and the Mind-Reality Overload Dilemma
Ahsan Adeel
Current AI systems, grounded in oversimplified neuroscience, risk eroding the distinction between truth and falsehood. They maximize reward by amplifying attention to information w…
Scalable Machines with Intrinsic Higher Mental-State Dynamics
Ahsan Adeel, M. Bilal
Drawing on recent breakthroughs in cellular neurobiology and detailed biophysical modeling linking neocortical pyramidal neurons to distinct mental-state regimes, this work introdu…
Single layer tiny Co outpaces GPT-2 and GPT-BERT
Noor Ul Zain, Mohsin Raza, Ahsan Adeel
We show that a tiny Co machine(Adeel,2025) with a single layer, two heads, and 8M parameters, operating at an approximate cost of (where is the number of input token…
Beyond Attention: Toward Machines with Intrinsic Higher Mental States
Ahsan Adeel
Attending to what is relevant is fundamental to both the mammalian brain and modern machine learning models such as Transformers. Yet, determining relevance remains a core challeng…