1. If I did not have access to an AI tool, could I still accomplish this?
2. Am I using the model to deepen my understanding, or expedite the answer?
3. If I had to audit/verify the generated output, could I explain what was happening?
1. If I did not have access to an AI tool, could I still accomplish this?
2. Am I using the model to deepen my understanding, or expedite the answer?
3. If I had to audit/verify the generated output, could I explain what was happening?
You cannot #Automate what you do not #Understand. Defining processes, e.g., #UserJourneys; understanding #Goals, defining #Entities and properties, meaning and #Constraints is #UX's role. Defining the #Ontology is the job.
You cannot #Automate what you do not #Understand. Defining processes, e.g., #UserJourneys; understanding #Goals, defining #Entities and properties, meaning and #Constraints is #UX's role. Defining the #Ontology is the job.
For many tasks, the #human is the bottleneck, not the #LLM, because the difficult part is in #communicating to the LLM exactly what kind of solution the human wants. The information is “in the model” already, but it takes a very #SmartHuman to pull it out.
For many tasks, the #human is the bottleneck, not the #LLM, because the difficult part is in #communicating to the LLM exactly what kind of solution the human wants. The information is “in the model” already, but it takes a very #SmartHuman to pull it out.
"For routine predictable work might make sense to delegate to a virtual #copilot / assistant. But when you’re shooting for extraordinary outcomes, perhaps the best bet is to equip human #experts with new superpowers."
@geoffreylitt.com
"For routine predictable work might make sense to delegate to a virtual #copilot / assistant. But when you’re shooting for extraordinary outcomes, perhaps the best bet is to equip human #experts with new superpowers."
@geoffreylitt.com
“The ref knows the #rules of the game without #understanding the game.“
Reminds me of #LLMs There is a gap between #memorization and #strategic execution. #LLMs know how pieces move, but lack the situational awareness needed to win/adapt.
“The ref knows the #rules of the game without #understanding the game.“
Reminds me of #LLMs There is a gap between #memorization and #strategic execution. #LLMs know how pieces move, but lack the situational awareness needed to win/adapt.
@drfeifei.bsky.social
Just like the shadows on Plato's cave walls, #LLMs confuse semantic relationships with the world. And are completely unaware of actual objects.
@drfeifei.bsky.social
Just like the shadows on Plato's cave walls, #LLMs confuse semantic relationships with the world. And are completely unaware of actual objects.
#EmptyMimicry: the act of copying the behaviors, aesthetics, or ideas of others without understanding the underlying concepts or reasons behind them. It results in hollow, unproductive outcomes because the substance of the action is missing.
#EmptyMimicry: the act of copying the behaviors, aesthetics, or ideas of others without understanding the underlying concepts or reasons behind them. It results in hollow, unproductive outcomes because the substance of the action is missing.
“If you’re going to use an LLM to write me an email, I’d much rather you just send me the prompt; at least then I’d have an idea of what you actually meant to say.”
“If you’re going to use an LLM to write me an email, I’d much rather you just send me the prompt; at least then I’d have an idea of what you actually meant to say.”
Using AI #ShortCircuits that understanding.
Using AI #ShortCircuits that understanding.
Prediction market accuracy thus reflects the wisdom of an informed minority (~3%), not the #WisdomOfTheCrowd.
papers.ssrn.com/sol3/papers....
Prediction market accuracy thus reflects the wisdom of an informed minority (~3%), not the #WisdomOfTheCrowd.
papers.ssrn.com/sol3/papers....
--Jean Baudrillard
--Jean Baudrillard
If you built "your" product today, from scratch, knowing what AI can do — would it look anything like what you have?
If you built "your" product today, from scratch, knowing what AI can do — would it look anything like what you have?
War and Peace, which is just shy of 600,000 words, would probably cost very close to a million tokens
War and Peace, which is just shy of 600,000 words, would probably cost very close to a million tokens
"you cannot separate what brains do from what they are"
Thanks @anilseth.bsky.social
"you cannot separate what brains do from what they are"
Thanks @anilseth.bsky.social
-- Hunter S. Thompson motto
-- Hunter S. Thompson motto