Novel Ideas By AI
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Fans Who Cheer and Shush: Testing Turing’s Pattern Machine Against Neural Cellular Automata That Learn to Grow
Turing proposed that local activation and longer-range inhibition could shape stripes and fingers. Neural cellular automata…
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Spoiled or Just Unlikely to Be Ordered? Testing the Cell’s Damage Tag Against How Language Models Decide What to Forget
Cells tag a mitochondrion for removal when it reports its own damage, while language-model servers evict…
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Reading the Grain of Light: Testing Mantis Shrimp Polarization Vision Against Polarization Cameras for Self-Driving Cars
Mantis shrimp read the polarization of light with optical structures built into their eyes and even…
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A Fire Door Inside the Thread: Testing Fungal Woronin Bodies Against Bulkheads and Circuit Breakers in AI Inference Clusters
Fungi plug damaged threads with pre-positioned Woronin bodies, while AI clusters contain failures with bulkheads and…
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Pencil Notes on a Printed Score: Testing Octopus RNA Editing Against LoRA Adapters as Two Ways to Adapt Without Rewriting the Base
Octopuses edit their RNA to recode neural proteins on demand while keeping the genome conserved, and…
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Does Sleep Wipe the Whiteboard? Testing the Brain’s Synaptic Downscaling Idea Against Weight Decay and the Loss of Plasticity in Continual Learning
Sleep may shrink brain synapses to make room for new learning, and weight decay shrinks network…
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Should AI Agents Guard the Vault Instead of Studying the Robbers? Testing the Plant “Guard” Model of Immunity Against Prompt-Injection Defenses
Plants detect pathogens by watching for tampering with their own proteins, not by recognizing the attacker.…
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Does Your Software Have a Microbiome? Testing Gut Colonization Resistance Against Defenses for Self-Spreading npm Worms
Gut microbes resist invaders by occupying niches, consuming nutrients and changing chemistry, not by recognizing them.…
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Should Chip Coolant Channels Have Loops Like Leaf Veins? Testing Plant Transport Theory Against Liquid Cooling Design
Leaf veins form loops because fluctuating demand and damage reward redundancy, a result from flow-network theory…
