Darren LI

emerging of LLMs not as a chatbot, but the kernel process of a new Operating System. E.g. today it orchestrates:

- Input & Output across modalities (text, audio, vision)

- Code interpreter, ability to write & run programs

- Browser / internet access

- Embeddings database for files and internal memory storage & retrieval

Catering to the price-conscious is a losing battle.

NFT memberships give creators a way to strengthen their brands, build communities that have value, and let fans share in the upside as the community grows.

Customer acquisition channels will collapse into agents

How companies can help creators manage NFT memberships:

StreamingLLM can enable Llama-2, MPT, Falcon, and Pythia to perform stable and efficient language modeling with up to 4 million tokens and more.

基于物理引擎的仿真器,如Pybullet、Mujoco、Isaac Gym等,为获取大量机器人交互数据提供了一个有效的方式。研究者们可以先在仿真器中进行训练,之后再迁移到真实机器人上。

But regular end-users, even engineers, cannot assess safety based on model weights. And prompt injection remains a large attack vector.