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MoveBench introduces the first rubric-based benchmark for evaluating large language models in sports and health coaching, covering safety, scientific validity, and personalization across multiple-choice and open-ended tasks. An evaluation of 15 LLMs on 809 questions with 5,012 rubric criteria reveals significant gaps in safety awareness and personalized program design.
Tim Ferriss questions whether people have outgrown their systems and beliefs, referencing Jerry Colonna's coaching perspective on personal complicity in creating unwanted conditions, especially in Silicon Valley tech circles.
Gergely Orosz observes that paid coaching demand for engineering leaders is rising after two quiet years, driven by rapid industry change and leaders strategizing how to thrive.
This paper introduces Experiential Learning (EL), a method that repurposes an LLM-as-a-Judge into an LLM-as-a-Coach to provide rich textual feedback instead of scalar rewards, improving performance and generalization on open-ended non-verifiable tasks.
Introduces DigitalCoach, a multimodal dataset of 72 human expert-novice computer use coaching sessions, and evaluates state-of-the-art models' ability to teach software skills. Models tend to give direct instructions without explanations or visual grounding, while human coaches provide more adaptive guidance.
Aruki is an iPhone app that coaches users on the Japanese walking method for improved posture and health.
workout-cool is an open-source fitness coach platform that can automatically generate training plans, track progress, includes a vast exercise library with video explanations, supports one-click Docker deployment, and keeps your data under your control.
Advice on improving AI outputs by crafting better prompts and building reusable systems, rather than generic requests.
Jensen Huang discusses how real-time AI tutors like Koji can make personalized instruction widely accessible. Sue introduces Koji, an AI tutor that encourages thinking instead of giving answers.
Firecoach AI provides AI-powered roleplays to help sales representatives improve their performance through realistic practice scenarios.
The Path, an AI therapy app co-founded by Tony Robbins and former Calm employees, has raised $14.3 million to offer a safer alternative to general chatbots for mental health support.
WHOOP launched WHOOP Coach, an LLM-powered health coaching assistant powered by GPT-4, delivering personalized fitness and wellness recommendations to wearable users based on their individual data. The product marks a significant application of large language models in the health and wellness sector, with strong member engagement around sleep improvement and self-optimization.