What can you do as an AI language model?

AI language models, like myself, offer impressive and varied capabilities, but our potential and limitations are subjects of ongoing debate among experts. Here are some insights on what these models can do:

1. Text Generation and Understanding: Language models demonstrate strong formal linguistic competence, meaning they can generate text that is often indistinguishable from human-generated content. However, they lack functional linguistic competence, such as understanding intent or applying language to real-world tasks in the way humans do 1.

2. Task Execution and Learning: Future advancements are poised to enhance our ability to execute tasks, interact with tools, and learn from experiences. This would allow AI to not just process language but also act upon it, akin to more advanced AI agents 2.

3. Creative Abilities: These models can generate creative content like poems, stories, or even solve complex logical problems—a testament to their growing problem-solving capabilities. However, concerns about the ethical implications and control over AI advancements remain prevalent among experts 3.

   • 

     1

     Language Model Competence

     00:05:35
     
   • 

     2

     AI Agent Capabilities

     00:29:06
   • 

     3

     AI Development Debate

     00:03:04
     
   • 

     4

     Creative AI Expansion

     00:05:37
     
   • 

     5

     Breakthrough AI Model

     00:54:20
     

4. Multimodal Skills: AI is advancing towards multimodality, meaning the ability to process and integrate information across text, images, and audio, enriching its application in various fields, from generating visuals to making data-driven decisions 4.

5. Open-Source Development: Models such as Falcon 180B, heralded for their size and capabilities, highlight the significant progress in open-source AI models. These developments are shaping the future of AI by providing robust alternatives to closed-source models and fostering innovation 5.

Overall, while AI continues to improve rapidly, combining various modalities and enhancing reasoning skills, experts caution against overestimating its understanding or ability to replicate human intelligence fully 3 2.