The Batch

Dec 11, 2024

6 Posts

Cartoon showing people stuck in wet concrete, with a person saying ‘You asked for a concrete idea!’
Dec 11, 2024

Best Practices for AI Product Management: Generative AI is making it possible to build new kinds of applications in new ways. Here are emerging best practices for AI product managers.

AI Product Management is evolving rapidly. The growth of generative AI and AI-based developer tools has created numerous opportunities to build AI applications.
Cartoon showing people stuck in wet concrete, with a person saying ‘You asked for a concrete idea!’
Dec 11, 2024

Amazon Nova’s Competitive Price/Performance, OpenAI o1 Pro’s High Price/Performance, Google’s Game Worlds on Tap, Factual LLMs

The Batch AI News and Insights: AI Product Management is evolving rapidly. The growth of generative AI and AI-based developer tools has created numerous opportunities to build AI applications.
Graph showing how training loss affects token prediction accuracy and hallucination elimination.
Dec 11, 2024

Getting the Facts Right: A memory method that reduces hallucinations in LLMs

Large language models that remember more hallucinate less.
Game character climbing a ladder with visible controls (QWASD) and health bars.
Dec 11, 2024

Game Worlds on Tap: Genie 2 brings interactive 3D worlds to life

A new model improves on recent progress in generating interactive virtual worlds from still images.
o1 Family Benchmarks comparing pass rates across AIME, Codeforces, and GPQA.
Dec 11, 2024

Higher Reasoning: OpenAI debuts o1 and pro mode for $200/month

OpenAI launched not only its highly anticipated o1 model but also an operating mode that enables the model to deliver higher performance — at a hefty price.
Berkeley Function Calling Leaderboard with metrics like accuracy, latency, and relevance.
Dec 11, 2024

Competitive Performance, Competitive Prices: Amazon introduces Nova models for text, image, and video

Amazon introduced a range of models that confront competitors head-on.

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