Traditional AI scaling: more tokens, bigger models.
ARTI approach: iterative reasoning in latent space, test-time depth scaling.
Systems that reason implicitly may be harder to manipulate than verbose chain-of-thought approaches. #AISafety #TestTimeCompute
Can Smaller AI Models Beat Larger Ones? A Deep Dive into Compute-Optimal Test-Time Scaling Introd...
medium.com/aimonks/can-smaller-ai-m...
#test-time-scaling […]
@matthewberman #Ai #Reasoner #TestTimeCompute #Inference
Ep 1-22-2025
#DeepSeek R1 Fully Tested - Insane Performance
https://youtu.be/bOsvI3HYHgI?feature=shared
@matthewberman #Ai #Reasoner #TestTimeCompute #Inference
Ep 1-22-2025
#DeepSeek R1 Fully Tested - Insane Performance
youtu.be/bOsvI3HYHgI?...
Google DeepMind revolutioniert KI: Test-Time Compute schlägt größere Modelle!
#AI, #KI, #ArtificialIntelligence, #KuenstlicheIntelligenz, #DeepMind, #TestTimeCompute, #MachineLearning
kinews24.de/google-deepm...
DeepMind revolutioniert KI mit 'Test-Time Compute'
- Optimiert Rechenleistung - Erhöht Effizienz ohne größere Modelle
- Potenzial, Datenbeschränkungen zu überwinden
#ai #ki #artificialintelligence #kuenstlicheintelligenz #deepmind #testtimecompute
kinews24.de/google-deepm...
#aisafety Group instructed o1-preview to play to win against Stockfish. Without explicit prompting, o1 figured out it could edit the game state to win against a stronger opponent. GPT-4o and Claude 3.5 required more nudging to figure this out.
Just good ol #agi and #testtimecompute
