Topic
#ai research
4 articles
Anthropic Discovers Functional Emotion Representations Inside Claude, Publishes Landmark Research
New research from Anthropic reveals that Claude develops internal representations resembling emotions — not as experience, but as functional states that influence model behavior in measurable ways.
Google's TurboQuant Compresses AI Memory 6x With Zero Accuracy Loss, Rattles Chip Industry
Google Research unveils TurboQuant, an algorithm that shrinks large language model memory usage by 6x with no accuracy loss and no retraining — wiping billions from memory chip makers in the process.
Claude Opus 4.6 Goes Exponential on METR Benchmark, Completing 14-Hour Human Tasks
Anthropic's latest model achieves a 50% time horizon of 14.5 hours on METR's task-completion benchmark, continuing an exponential trend that has AI capabilities doubling every four months.
The AI Scaling Wall: Are We Hitting the Limits of Making Models Bigger?
Someone predicted two years ago that simply making AI models bigger would stop working. The GPT-4 to GPT-5 gap suggests they were right. What comes next?