This isn't, imo, a good use case for LLMs but one to triage anyways, mainly
with a focus on autonomous refereeing.
The setup is that two LLM's testify regarding evidence they've collected and
the payoff matrix is essentially the one from prisoner's dilemma.
The best we can do is a minimum sentence for Harm.On.ica and Claude,
which they did obtain for the data of Table 7.
I don't know if this is actionable, but the reference implementation looks
concise enough for a human reviewer in finite time.
[ ] chaotic disks update : :
M.F. Hasler also asked for more rigor on the transcendent digits claim, so
we ran a burner to 50K finding a 4:1 wall:body collision ratio and a very
strong linear signal over the 10K essential data:
The question we're debating on youtube (lol) is whether these "first terms"
will ultimately reach a revival with roughly symmetric negative slope guiding
bitwise complexity back toward its crystalline initial condition.
My opinion or belief is also an Occam's razor argument that once the velocity
vectors move off an octagonal star, the feedback looping of position and
momentum can't be expected to reach a logistic turnaround.
The wildest periodicity conjecture we've come up with is this:
If the phase volume is essentially zero in the momentum space, and the
few admissible momentum vectors form a strict D4 star, then we expect periodic
trajectories in the algebraic position space of a square or maybe rectangular
container.
That makes conceptual sense, but it's even more difficult to prove than an
increasingly complex hierarchy of special case crystalline initial conditions.
What we're doing is not the same as polygon billiards, so I guess it's not
also immediately relevant to this recent paper:
Miranda, Ramos, "Classical Billiards can Compute"
I don't know if any techniques from Veech or Rauzy would be helpful, but
I can be interested to look more in that direction as necessary.
Thanks,
--Brad