Tag: faang

Chatbots are one of the more common, early use cases for generative AI, particularly in retail organizations. To make them useful for shoppers, a chatbot needs to be contextually sensitive to a retailer’s product catalog, with the ability to respond to customer inquiries conversationally, perhaps suggesting alternatives and complementary outfits. To accomplish this, an instruction-tuned …

Read more “Fine-tuning Gemma, the journey from beginning to end”

Recent advancements in Large Language Models (LLMs) have sparked interest in their formal reasoning capabilities, particularly in mathematics. The GSM8K benchmark is widely used to assess the mathematical reasoning of models on grade-school-level questions. While the performance of LLMs on GSM8K has significantly improved in recent years, it remains unclear whether their mathematical reasoning capabilities …

Read more “GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models”

AI can help solve some of the world’s biggest challenges — whether climate change, cancer or national security — U.S. Secretary of Energy Jennifer Granholm emphasized today during her remarks at the AI for Science, Energy and Security session at the NVIDIA AI Summit, in Washington, D.C. Granholm went on to highlight the pivotal role …

Read more “AI Summit: US Energy Secretary Highlights AI’s Role in Science, Energy and Security”

The award recognizes their work developing AlphaFold, a groundbreaking AI system that predicts the 3D structure of proteins from their amino acid sequences.

Calibration is a well-studied property of predictors which guarantees meaningful uncertainty estimates. Multicalibration is a related notion — originating in algorithmic fairness — which requires predictors to be simultaneously calibrated over a potentially complex and overlapping collection of protected subpopulations (such as groups defined by ethnicity, race, or income). We conduct the first comprehensive study …

Read more “When is Multicalibration Post-Processing Necessary?”

The AI era is here, and the UK is at the forefront.  Over the past year, search interest for “AI” has surged by 50% in the country, while inquiries about “how to use AI” have jumped 70%. By 2030, AI could generate more than £400 billion ($524 billion) in value for the UK economy and …

Read more “London Summit: UK businesses turn to Google Cloud AI”