LLM Inflation
9 months ago
- #productivity
- #data compression
- #LLM inflation
- Data compression is a key achievement in computing, allowing data to be made smaller without losing information.
- Compression was once a necessity due to limited storage and slow networks, but now it improves efficiency and speed.
- An opposite trend, 'LLM inflation', involves using LLMs to expand simple requests into lengthy prose and then summarizing them back.
- Example: Bob uses an LLM to create a lengthy business case for a new computer, which his manager then summarizes back to a single sentence.
- LLM inflation highlights a tendency to reward obfuscation and time-wasting, masking a lack of clear thinking.
- The use of LLMs for inflation isn't a critique of the tools but prompts reflection on why we inflate content.