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Communication Entropy in Antetic AI: Balancing Order and Chaos for Optimal Performance
In Antetic AI , where collective intelligence emerges from the interactions of numerous simple agents, communication plays a pivotal...

Aki Kakko
Apr 6, 20255 min read


The Dawn of Decentralized Intelligence: Why the Future of AI is On-Device
For years, the dominant paradigm in artificial intelligence has been cloud-based processing. We've relied on powerful data centers to handle the computationally intensive tasks of training and deploying AI models . However, a compelling shift is underway, signaling a future where AI resides not in the cloud, but directly on our devices: smartphones, smart glasses and other wearables, cars, robots and our household appliances. This move towards on-device AI , also known as ed

Aki Kakko
Apr 6, 20256 min read


When Algorithms Chase Significance: Understanding P-Hacking in the Age of AI
Artificial Intelligence and Machine Learning have revolutionized data analysis , enabling us to uncover complex patterns and make predictions with unprecedented speed and scale. However, the very power and flexibility that make AI so effective also create fertile ground for an old statistical pitfall, potentially amplified and automated : p-hacking . While AI doesn't "intend" to p-hack in the human sense, the processes used to develop and optimize AI models can inadvertentl

Aki Kakko
Apr 6, 20257 min read


The Ghost in the Machine: How the Base Rate Fallacy Haunts Artificial Intelligence
Artificial Intelligence promises objectivity, leveraging vast datasets and complex algorithms to find patterns and make predictions...

Aki Kakko
Apr 5, 20256 min read


Beyond Words: How Animal-Inspired Non-Linguistic Intelligence Can Reshape AI Development
The current landscape of Artificial Intelligence is still heavily dominated by breakthroughs in Large Language Models (LLMs) . Systems like GPT-series, Claude, and Llama showcase remarkable abilities in understanding, generating, and manipulating human language . While undeniably powerful, this focus risks creating a skewed perception of intelligence , anchoring it primarily to linguistic prowess . However, the natural world offers a staggering diversity of intelligence that

Aki Kakko
Apr 4, 20255 min read


The Abstraction Barrier: Why AI Still Struggles to Grasp the Bigger Picture
Artificial intelligence has made breathtaking strides in recent years. Deep learning models can classify images with superhuman accuracy, generate strikingly coherent text, images and videos, translate languages fluently, and even defeat world champions in complex games. Yet, despite these impressive feats, a fundamental limitation persists, often referred to as the "abstraction barrier." Current AI , particularly the dominant deep learning paradigms , struggles profoundly

Aki Kakko
Apr 3, 20256 min read


Task Transformation: How Modular and Reconfigurable Locomotion Supercharges Task Completion in Antetic AI
The ability to adapt to changing environments and task requirements is a hallmark of intelligent systems . In Antetic AI , where swarms...

Aki Kakko
Apr 2, 20256 min read


From Six Legs to Swarm Smarts: Bio-Inspired Ant Locomotion in Antetic AI
The remarkable agility, efficiency, and adaptability of ants are a constant source of inspiration for robotics and artificial...

Aki Kakko
Apr 2, 20255 min read


Defining the Hive's Perimeter: Ant-Inspired Boundary Enforcement for Antetic AI
Maintaining operational control over a swarm of autonomous agents is paramount, yet traditional centralized methods often fall short in...

Aki Kakko
Apr 2, 20255 min read


The Silent Enemy Beneath: How Antetic AI Could Revolutionize the Fight Against Global Explosive Remnants of War
Every sunrise brings a renewed, invisible threat to communities across vast swathes of our planet. Long after the overt violence of war...

Aki Kakko
Apr 1, 20255 min read


Antetic AI for Hazardous Cleaning in War Zones and Beyond
The devastation of war often leaves behind a landscape riddled with hazards – landmines, unexploded ordnance (UXO), chemical...

Aki Kakko
Apr 1, 20255 min read
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