5 ms·
I think we’ll need a GUI for the models to democratize interpretability and let even gamers explore them. Basically to train another model, that will take the L
by antonkar 2y ago
I think we’ll need a GUI for the models to democratize interpretability and let even gamers explore them. Basically to train another model, that will take the LLM and convert it into 3D shapes and put them in some 3D world that is understandable for humans.
Simpler example: represent an LLM as a green field with objects, where humans are the only agents:
You stand near a monkey, see chewing mouth nearby, go there (your prompt now is “monkey chews”), close by you see an arrow pointing at a banana, father away an arrow points at an apple, very far away at the horizon an arrow points at a tire (monkeys rarely chew tires).
So things close by are more likely tokens, things far away are less likely, you see all of them at once (maybe you’re on top of a hill to see farther). This way we can make a form of static place AI, where humans are the only agents
- ikeashark 2y agoWhat
- antonkar 2y agoWhat what?)
- bongodongobob 2y agoWhat
- antonkar 2y agoAnother related shocking idea: https://news.ycombinator.com/item?id=43319726 https://news.ycombinator.com/item?id=43319726
- soulofmischief 2y agoI had a mind-bending Salvia trip at eighteen that went sort of like that. My mind turned into an infinitely large department store where each aisle was a concurrent branch of thought, and the common ingredient lists above each aisle were populated with words, feelings and concepts related to each branch. The PA system replaced my internal monologue, which I no longer had, but instead I was hearing my thoughts externally as if they were another person's. I was able to walk through these aisles and marvel at the immense, fractal, interdependent web of concurrent thought my brain was producing in realtime.
- _rpxpx 2y ago“When I began to navigate psychospace with LSD, I realized that before we were conscious, seemingly self-propelled human beings, many tapes and corridors had been created in our minds and reflexes which were not of our own making. These patterns and tapes laid down in our consciousness are walled off from each other. I see it as a vast labyrinth with high walls sealing off the many directives created by our personal history. Many of these directives are contradictory. The coexistence of these contradictory programs is what we call inner conflict. This conflict causes us to constantly check ourselves while we are caught in the opposition of polarity. Another metaphor would be like a computer with many programs running simultaneously. The more programs that are running, the slower the computer functions. This is a problem then. With all the programs running that are demanded of our consciousness in this modern world, we have problems finding deep integration. To complicate matters, the programs are reinforced by fear. Fear separates, love integrates. We find ourselves drawn to love and unity, but afraid to make the leap. What I found to be the genius of LSD is that it really gets you high, higher than the programs, higher than the walls that mask and blind one to the energy destroying presence of many contradictory but hidden programs. When LSD is used intentionally it enables you to see all the tracks laid down, to explore each one intensely. It also allows you to see the many parallel and redundant programs as well as the contradictory ones. It allows you to see the underlying unity of all opposites in the magic play of existence. This allows you to edit these programs and recreate superior programs that give you the insight to shake loose the restrictions and conflicts programmed into each one of us by our parents, our religion, our early education, and by society as a whole.” ~ Nick Sand, 2001, Mind States conference, quoted in Casey Hardison's obituary
- wincy 2y agoI feel like if all the things people believe and espouse about hallucinogens were true and not just the effect of permanently damaging your mind, with the illusion of wisdom, we’d be able to point at all the revolutionary scientific breakthroughs and discoveries made under the influence of hallucinogenic substances. However, everyone I’ve met who admits to having taken hallucinogens seems reduced in some way, rather than enhanced. Like the lights are on but someone else is home.
- jgord 2y agoI dont think anyone has found a good way to map higher dimensional space onto 4D visualizations, yet. Maybe this is why tokens and language are so useful for humans ? they might be the closest analog we have.
- antonkar 2y agoGood point, I think at least some lossy “compression” into a GUI is possible. The guy who’ll make the GUI for LLMs is the next Jobs/Gates/Musk and Nobel Prize Winner (I think it’ll solve alignment by having millions of eyes on the internals of LLMs), because computers became popular only after the OS with a GUI appeared. I recently shared how one of its “apps” possibly can look: https://news.ycombinator.com/item?id=43319726 https://news.ycombinator.com/item?id=43319726
- meindnoch 2y agoSir, this is a Wendy's.