The Next Evolution of AI (Qwen, MIT, Tencent)
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Top Comments (9)
LONG RUNNING HARNESS Prompt -> Context Insights -> Memory RAG Objective -> Intent (array) Expectation -> Experience (graphs) Trace Logic -> Reasoning (Trees) Evidence -> Proof Self-Organization Self-Orientation
We are working on some solutions for the problem you raised.
Lol this isn’t that hard to solve, but once others find it it will automatically lead to hallucination free AI’s and genuine self-improvement. Fun fact: the Dynamical Casimir Effect is a way to pull photons out of vacuum at a net positive way A.K.A. free energy. And this principle is exactly 1:1 to the principle of how a Minecraft TNT-super works.
complexity, computation theory, linguistics? combinatorial theories? P=NP? a lot of this seems like "creativity". I see agents inventing or using abstractions all the time, to the detriment of my understanding; they' suddenly call something the "staging" or "pillar" or "cohort" or Q25 in section 117... though maybe that's my understanding of the larger structure that's missing in that case.
Wouldn’t the Attention Residuals from Kimi AI provide one step solving the forgetfullness of AI? (AttnRes) That was a couple of months ago. It won’t solve the marhematical understanding an AI would need (which should be priority number one, as everything else is downstream from complex mathematical understanding).
What are the primitives of these spaces? My guess would be the required property all three share is that they're writable during life, and writing has a cost. Something has to prune what doesn't earn its keep, or any writable space silts up with junk. Curious if you'd agree the missing piece is less "add memory" and more "add a selection pressure"
That's where i bring back my old comment about counting in 2d dimensions (for a start, it's any dimension really). Really think about it. Look at number representation. We have overflow and underflow along a 1d clock, and each column tick when the lower rank click has made a full cycle. Now translate this behaviour to 2d, what does that mean to tick a 2d clock, what does that mean to count in 2d, them nd... I'll leave the riddle there and not bring any mental model shortcut. 😂 Also a reminder to go back to old chatbot like chats riptide and going back to stanford parser, soon people will realise why.
What is the difference between a knowledge graph and an evidence graph, and why has the nomenclature changed so suddenly?
Demons can inhabit this tool to influence actual humans
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Top Comments (9)
LONG RUNNING HARNESS Prompt -> Context Insights -> Memory RAG Objective -> Intent (array) Expectation -> Experience (graphs) Trace Logic -> Reasoning (Trees) Evidence -> Proof Self-Organization Self-Orientation
We are working on some solutions for the problem you raised.
Lol this isn’t that hard to solve, but once others find it it will automatically lead to hallucination free AI’s and genuine self-improvement. Fun fact: the Dynamical Casimir Effect is a way to pull photons out of vacuum at a net positive way A.K.A. free energy. And this principle is exactly 1:1 to the principle of how a Minecraft TNT-super works.
complexity, computation theory, linguistics? combinatorial theories? P=NP? a lot of this seems like "creativity". I see agents inventing or using abstractions all the time, to the detriment of my understanding; they' suddenly call something the "staging" or "pillar" or "cohort" or Q25 in section 117... though maybe that's my understanding of the larger structure that's missing in that case.
Wouldn’t the Attention Residuals from Kimi AI provide one step solving the forgetfullness of AI? (AttnRes) That was a couple of months ago. It won’t solve the marhematical understanding an AI would need (which should be priority number one, as everything else is downstream from complex mathematical understanding).
What are the primitives of these spaces? My guess would be the required property all three share is that they're writable during life, and writing has a cost. Something has to prune what doesn't earn its keep, or any writable space silts up with junk. Curious if you'd agree the missing piece is less "add memory" and more "add a selection pressure"
That's where i bring back my old comment about counting in 2d dimensions (for a start, it's any dimension really). Really think about it. Look at number representation. We have overflow and underflow along a 1d clock, and each column tick when the lower rank click has made a full cycle. Now translate this behaviour to 2d, what does that mean to tick a 2d clock, what does that mean to count in 2d, them nd... I'll leave the riddle there and not bring any mental model shortcut. 😂 Also a reminder to go back to old chatbot like chats riptide and going back to stanford parser, soon people will realise why.
What is the difference between a knowledge graph and an evidence graph, and why has the nomenclature changed so suddenly?
Demons can inhabit this tool to influence actual humans