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39 | 39 | - by this article we propose example of such architecture |
40 | 40 | - ## cryptographic proofs and llms |
41 | 41 | - we believe that authenticity of models is a serious bottleneck for ai alignment and more |
42 | | - - its a shame that so technologically advanced industry in a broad sense |
43 | | - - still does not give a shit about possibilities of [[hashing]], [[pubkey]] cryptography and [[logical clock]] |
| 42 | + - its quite strange that so technologically advanced industry in a broad sense |
| 43 | + - still have not advanced to possibilities behind, [[hashing]], [[pubkey]] cryptography, [[merklization]] and [[logical clock]] |
44 | 44 | - its kinda impossible to build multiparty protocols without these primitives |
45 | 45 | - yep, i am ware about [zkml movement](https://github.com/worldcoin/awesome-zkml) |
46 | 46 | - but this is a drop in the ocean given the [[knowledge graphs and llms]] argument |
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52 | 52 | - rewarding is essential for machine learning |
53 | 53 | - we have ton shit of [[tokens]] with dogs, monkeys |
54 | 54 | - you can boost the power of your models using real cryptographic [[tokens]] |
55 | | - - not tokens you use |
56 | 55 | -  |
57 | | - - tokens you use we call [[particles]] or [[files]] in [[cyberverse]] |
| 56 | + - tokens which are being used in ai field we call [[particles]] or [[files]] in [[cyberverse]] |
58 | 57 | - and [[tokens]] are units of [[value]] accounted by [[consensus]] system |
59 | 58 | - ## cybergraph |
60 | 59 | - the core of the idea is [[cybergraph]] |
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73 | 72 | - [[when]] [[information]] was linked |
74 | 73 | - [[what]] [[information]] was linked |
75 | 74 | - in essence cybergraph is an array of append only fully authenticated quadruples |
76 | | - - | block hash | neuron | from particle | to particle | |
| 75 | + - | block height | neuron | from particle | to particle | |
77 | 76 | |
78 | 77 | | 42 | bostrom1d8754xqa9245pctlfcyv8eah468neqzn3a0y0t | QmRjzv8iNpMX7NXmMswT9qq7nviQ4sC1gMMceryAVJdfPS| QmRX8qYgeZoYM3M5zzQaWEpVFdpin6FvVXvp6RPQK3oufV | |
79 | 78 | |
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137 | 136 | - head: elon |
138 | 137 | - relation: launch |
139 | 138 | - tail: rocket |
| 139 | + - however this does not means that elon launch rocket |
| 140 | + - this claim require verification |
140 | 141 | - in contrary you cant say [[elon launch rocket]] in the world of [[cybergraph]] |
141 | 142 | - because you are not elon, you must speak only for youself |
142 | 143 | - you must say: |
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322 | 323 | - and that make [bostrom](https://twitter.com/hashtag/bostrom?src=hashtag_click) so unique |
323 | 324 | - this requires holding all state in GPU ram and use parallel computation at such scale |
324 | 325 | - current size of gpu memory used for ~2 mln particles, ~60k neurons and ~2 mln cyberlinks is ~150mb |
325 | | - - submitting just 1 cyberlink force to recompute all probabilities (~2 million currently) |
| 326 | + - submitting just 1 cyberlink force to recompute all probabilities (~3f million currently) |
326 | 327 | - could you imagine how that could be done on [[solana]] |
327 | 328 | - something around 1000 [[$SOL]] currently needed for every update |
328 | 329 | - with 10B links |
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