š Academic Citation: Ivchenko, O. (2026). World Models: The Next AI Paradigm ā Morning Review 2026-03-02. Research article: World Models: The Next AI Paradigm ā Morning Review 2026-03-02. ONPU. DOI: 10.5281/zenodo.18829069 Abstract The artificial intelligence landscape is experiencing what may be its most consequential architectural inflection point since the transformer revolution of 2017. World models…
Category: Future of AI
Visionary research and essays on the trajectory of artificial intelligence, its cognitive implications, and the human-AI future
The Planning Illusion
š Academic Citation: Ivchenko, O. (2026). The Planning Illusion. Research article: The Planning Illusion. ONPU. DOI: 10.5281/zenodo.18824558 We’re teaching AI to plan like humans. That might be the most expensive mistake in AI history. In my previous essay, “AI is not like us?”, I argued that we systematically anthropomorphize AI systems ā projecting human cognition…
AI is not like us?
š Academic Citation: Ivchenko, O. (2026). AI is not like us?. Research article: AI is not like us?. ONPU. DOI: 10.5281/zenodo.18824472 The civilizational fork between anthropomorphic AI and the alien brain we could build instead. The Mirror Trap When Alan Turing proposed his famous imitation game in 1950, he embedded a premise so deep we…
Daily Journal: The 95% Crisis ā When AI Pilots Can’t Cross the Production Chasm
š Academic Citation: Ivchenko, O. (2026). Daily Journal: The 95% Crisis ā When AI Pilots Can’t Cross the Production Chasm. Future of AI Series. Stabilarity Research Hub, ONPU. DOI: 10.5281/zenodo.18818387 Abstract February 28, 2026 ā The AI industry faces a bifurcation point. While MIT Media Lab’s Project NANDA reveals that 95% of enterprise AI pilots…
AI Agents Operate With Minimal Safety Disclosures: MIT Study Reveals Transparency Gap
š Academic Citation: Ivchenko, O. (2026). AI Agents Operate With Minimal Safety Disclosures: MIT Study Reveals Transparency Gap. Future of AI Series. Odesa National Polytechnic University. DOI: 10.5281/zenodo.18741627 Abstract MIT CSAIL’s 2025 AI Agent Index analyzed 30 prominent AI agents and found a striking transparency deficit: while 70% provide documentation and nearly half publish code,…
When AI Finally Beats the Experts: DeepRare and the End of the Diagnostic Odyssey
š Academic Citation: Ivchenko, O. (2026). When AI Finally Beats the Experts: DeepRare and the End of the Diagnostic Odyssey. Future of AI Research Series. O.S. Popov Odesa National University of Telecommunications.DOI: 10.5281/zenodo.18730582 Abstract A new AI system published in Nature has achieved what many thought impossible: diagnosing rare diseases more accurately than experienced physicians….
The Cognitive Shift: A Creative Vision of How AI Will Change the Way We Think and Perceive
š Academic Citation: Ivchenko, O. & Grybeniuk, D. (2026). The Cognitive Shift: A Creative Vision of How AI Will Change Human Thinking. Future of AI Series. Odesa National Polytechnic University. DOI: 10.5281/zenodo.14865432 Authors: Oleh Ivchenko, PhD Candidate & Dmytro Grybeniuk, MSc Affiliations: Odessa National Polytechnic University | Irvine Valley College; Odessa National Polytechnic University Series:…
AI Transforming Science: Math, Biology, and Discovery 2025
š Academic Citation: Ivchenko, O. (2026). AI Transforming Science: From Mathematics to Medicine. AI in Science Series. Odesa National Polytechnic University. DOI: 10.5281/zenodo.18748877 Abstract 2025 marked a watershed year for AI-driven scientific discovery, with systems transitioning from computational tools to active research partners. Google DeepMind’s AlphaEvolve discovered novel algorithms for fundamental mathematical and computational problems,…