#PREDICTION As humans have more conversations with LLMs, they will replace video watching and interactive gaming with conversation based role play. New game genres will evolve #future
Lungs have a Hausdorff dimension of 2.97 -- giving them one of the highest surface area to volume ratio. Brains are 2.8. Sierpinski Pyramid is exactly 2 -- which is weird. To solid-paint twice the size, you need 4 times as much paint.
High bars are constraints. I set the strongest constraints against the scarcest resources. Like reputation
Being a category of one is more defensible than a competitive advantage
Content always beats presentation. When in doubt, push for more interesting content
Regular publishing improves thinking
To build a habit, do less than you think you can do. That makes it easier to build momentum on the habit and sustain during crunch times
There is a lot of mediocrity in the world. If you're doing something (in a winner take all ecosystem), be the best.
Top lawyers are exceptional proofreaders. They are able to see what is unclair, and what is redundant, and what has loop holes very quickly.
Forcing yourself to cut down from a thousand words to 200 to a paragraph to a sentence takes you through a phase transition where you discover something unexpected
The more outrageous the question, the more likely it is to be useful in generating a new perspective
#TODO Explore Codium VS Code plugin and Continue.dev
Hybrid systems that combine stats, ML, DL and AI models will grow
AGI and AutoGPT resurgence
RAG will continue to be a focus
GPT4 will be beaten by open source models. Special purpose models beat it already
Self hosted and cloud hosted models will grow for security
Small language models will grow
Productivity will be enhanced rather than replaced
Multi modal models will grow
Cost efficiency will grow in focus
When comparing Mistral with 4b quantization vs unquantized:
2 responses were significantly shorter and fairly different
1 was identical
1 was almost identical but shorter by a few words
1 was slightly longer and fairly different
Lilac is an LLM-based data curation tool. Use it to search by concept (e.g. PII, duplicates, etc.) and then drop/update the results. #ai-coding-tools#database#llm-ops
Eleven-labs speech synthesis with voice cloning is at the uncanny valley. With two 5-minute samples, my voice sounds a fair bit like my voice but is very clearly not my voice. I find stability ~ 30%, similarity ~ 80% and style ~50% gives a reasonable outcome. But the default voices (e.g. Joseph, George, Charlie) are excellent. #speech-to-text#voice-cloning