The AI Buzz from Lightning AI Big Data, Reinforcement Learning and Aligning Models
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Feb 9, 2023 Luca and Josh dive into the fascinating world of Big Data and its critical role in AI model development. They explore how everyday users leverage ChatGPT, making AI more accessible. The hosts discuss the importance of reinforcement learning for model alignment, clarity on the training data's origins, and the nuances of pretraining techniques. With insights on constitutional AI and the transformative potential of their 'recipe' for capable models, they reveal how smaller teams can now contribute to AI advancements. Engineering platforms play a key role in simplifying AI product creation.
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AI Becoming Directly Useful To Everyone
- Large language models expose ML directly to non-experts by letting people instruct models in natural language.
- This direct interaction expands AI from specialists to broad everyday users.
HR Worker Uses ChatGPT For CV Summaries
- Luca describes an HR person using ChatGPT to scan and summarize CVs to speed hiring workflows.
- The HR pro reviews results but enjoys the time savings and easier candidate summaries.
Natural Language Removes Query Friction
- Chat interfaces let users ask in natural language rather than engineering search queries.
- This removes the need to 'think in Google' and makes information access more fluent.