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🔎 Please read my article, How to Dox Anyone: A Liz Fong-Jones Story. (Xitter), (Substack).
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
Human brains work on the edge of quantum weirdness. If a synapse fires in your brain (OK we're Kiwifarmers, but I assumes it happens occasionally)...
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
AI picks the wrong path in the event tree
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
Hallucinations happen because language models have no way to know what bits of their training data are grounded in reality or not. They just...
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
It can misinterpret your question, confuse the data point with something else in its database or just straight up have false data in its training...
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
It's important to understand hallucinations are a byproduct in generative models standard of unsupervised learning. This term refers to the fact...
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
We know the obvious answer and the stupid answer to a quadratic.
The computer doesn't.
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
If I understand correctly, the LLMs are basically predictive text, and have no context to what they are putting out. The output is what the LLM...
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
Hallucination is an imperfect term but more so the causes can be very complex and hard to discern. Hence "hallucination" because it appears to...
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
A neural network is very much like an ultra fancy curve fit. The "training set" is analogous to a bunch of (X,Y) pairs used to fit the curve. Now...
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
it comes from a couple of things:
1) being trained against other ML-generated content
2) being trained against the internet at large and
3) it...
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
Words are fucking hard.
Extra hard when all you have to go with is a string of some 20-100 words to figure out intent.
These words represent a...
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
Sometimes, LLMs synthesize outputs by extrapolating from existing data.
For instance, try asking an LLM (one with no direct internet access) to...
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
Purpose built machine learning applications are very focused on curating and normalizing the data itself in part to avoid these problems. If I am...
AI is effectively ‘useless’—and it’s created a ‘fake it till you make it’ bubble that could end in disaster, veteran market watcher warns
There's no database, it works kind of like human memory. Imagine a person who doesn't know Latin, but has been constantly shown question and...