Looking Ahead to 2025

Although it's February now, I still think it would be quite nice to wrap up 2024 together with the beginning of 2025 and look forward into the new year.

The past thirteen months have been great, with a lot of good things happening. We've made huge progress across models' multimodal, reasoning, and agentic abilities, which are all important components on my own imaginary roadmap to capable AI systems that would have a huge impact on our species (or what people call "AGI").

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My Few Thoughts on AI Ethics

Tl;dr

  • AI development is rapidly outpacing societal adaptation
  • We should focus on adapting AI development to benefit human society
  • Concerns about job displacement can be mitigated by creating new AI-related roles
  • Combining AI with various scientific domains could accelerate breakthroughs
  • AI raises existential and philosophical questions about human uniqueness and purpose

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Testing with new Claude-3.5 Sonnet

Just now, Anthropic released their Claude-3.5 Sonnet (see the announcement here), and promised to release rest of the models in the model family later this year (i hate this 🫠).

Tl;dr

  • 3.5 Sonnet is more capable than 3 Opus yet cheaper;
  • 3.5 Sonnet is really good at reasoning tasks (it will ask you for "elaboration" frequently);
  • 3.5 Sonnet is good at vision;
  • 3.5 Sonnet has an updated knowledge cutoff date;
  • and more...

Current AI Development Path

Accelerate faster please.🥺

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Solution Sharing and Some Thoughts about Alibaba Global Mathematical Competition for AI

In Alibaba Global Mathematical Competition for AI, I created a system called "Self-Iterative Agent System for Complex Problem Solving"; however, I was surprised that it was so simple yet achieved such good results compared to others who used complex multi-agent systems. And for the details of my solution, I've uploaded to GitHub, you can find the URL in Read More. Feel free to share your opinion! 🤗

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