"Using a series of defensible economic models..." State of the art in the social sciences is single dataset, multiple analysts.
But even they lack a principle information criterion for model selection (eg: ALIC) because Kuhn, Popper and Pearl sucked all the air out of Solomonoff's room. Hell, even Illya can't keep his head screwed on straight. PS: I am now banned from commenting on youtube's "Discover AI" -- the anti-AI-discovery youtube channel which I discovered was anti-AI-discovery upon finding my carefully composed response to this video's claim that "next token prediction" was inadequate to construct world models <https://youtu.be/jxB-lQyAAxU> was deleted without any possibility of recovering it. Specifically I was banned because I was telling that YT channel's owner that as per Solomonoff's discovery of the ALgorithmic Information Criterion for dynamical model selection (ie: the most principled "loss function" possible) next token prediction was, in fact, adequate. This comment of mine cannot be recovered, which I consider actual damages are now due me from YouTube -- not for "censorship" or for "moderation" or for "editing" or anything like that. A reasonable man should consider terms of use agreements to not summarily destroy work, as a matter of policy, particularly when done by a network effect monopoly enjoying the protection of Section 230 immunity to lawsuits; again NOT over "censorship" or anything related to host-guest privilege -- but merely reasonable expectations. An outrageously unjust situation that gets to the heart of Musk's claims to support "Freedom of Speech" -- that, ironically, Grok4 apparently agrees is outrageous: https://x.com/jabowery/status/1944104565311434782 On Fri, Jul 11, 2025 at 11:50 AM Keyvan M. Sadeghi < [email protected]> wrote: > https://arxiv.org/abs/2507.07019 > > This guy is good! Anyone know him? We should all transition to Mr Beast, > is the conclusion :)) > *Artificial General Intelligence List <https://agi.topicbox.com/latest>* > / AGI / see discussions <https://agi.topicbox.com/groups/agi> + > participants <https://agi.topicbox.com/groups/agi/members> + > delivery options <https://agi.topicbox.com/groups/agi/subscription> > Permalink > <https://agi.topicbox.com/groups/agi/T0548e2256fc3e35c-M94bb3bc464aae84ee76d975b> > ------------------------------------------ Artificial General Intelligence List: AGI Permalink: https://agi.topicbox.com/groups/agi/T0548e2256fc3e35c-M361a54a0320a4e12c15febd9 Delivery options: https://agi.topicbox.com/groups/agi/subscription
