Jacob Andreas

MIT-IBM Watson AI Lab seed to signal: Amplifying early-career faculty impact

The early years of college members’ careers are a formative and exciting...

Enabling small language models to resolve complex reasoning tasks

As language models (LMs) improve at tasks like image generation, trivia questions,...

How you can construct AI scaling laws for efficient LLM training and budget maximization

When researchers are constructing large language models (LLMs), they aim to maximise...

The unique, mathematical shortcuts language models use to predict dynamic scenarios

Let’s say you’re reading a story, or playing a game of chess....

Study may lead to LLMs which can be higher at complex reasoning

For all their impressive capabilities, large language models (LLMs) often fall short...

MIT researchers advance automated interpretability in AI models

As artificial intelligence models turn out to be increasingly prevalent and are...

Reasoning skills of enormous language models are sometimes overestimated

In relation to artificial intelligence, appearances will be deceiving. The mystery surrounding...

To construct a greater AI helper, start by modeling the irrational behavior of humans

To construct AI systems that may collaborate effectively with humans, it helps...

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