[dependabot]

Bumps the pip-dependencies group with 1 update: cpomdp.

Updates cpomdp from 0.4.4 to 0.5.0

Release notes

Sourced from cpomdp's releases.

v0.5.0

What's Changed

• chore: doc prep-work for paper 2 by @​DanBoringName in inferogenesis/cpomdp#63
• 64 pr 1 warrant plumbing and the slogdet oracle audit by @​DanBoringName in inferogenesis/cpomdp#75
• 65 pr 2 r10 hardening opening work by @​DanBoringName in inferogenesis/cpomdp#78
• 65 warrant symbolic evidence by @​DanBoringName in inferogenesis/cpomdp#79
• 65 gap series c2 gate by @​DanBoringName in inferogenesis/cpomdp#80
• 65 gap series c4 by @​DanBoringName in inferogenesis/cpomdp#81
• feat(workspace): extract warrantlib and make the repo a uv workspace by @​DanBoringName in inferogenesis/cpomdp#82
• ci(review): raise the turn budget and pick the review model by event by @​DanBoringName in inferogenesis/cpomdp#87
• refactor(api): name the observation channel for the literature by @​DanBoringName in inferogenesis/cpomdp#83
• refactor: align every variable name, and close the remaining positional swaps by @​DanBoringName in inferogenesis/cpomdp#85
• docs: correct four audit claims the code contradicts by @​DanBoringName in inferogenesis/cpomdp#88
• docs(warrantlib): give Evidence a page, and a docstring that renders by @​DanBoringName in inferogenesis/cpomdp#89
• ci(publish): allow a manual warrantlib publish, without a cpomdp release by @​DanBoringName in inferogenesis/cpomdp#90
• Feat/warrantlib provenance by @​DanBoringName in inferogenesis/cpomdp#91
• ci(test): parallelise pytest and persist the jax compilation cache by @​DanBoringName in inferogenesis/cpomdp#92
• Feat/warrantlib serialisation by @​DanBoringName in inferogenesis/cpomdp#95
• Feat/d3 refinement axis by @​DanBoringName in inferogenesis/cpomdp#96
• Fix/docs citation rendering by @​DanBoringName in inferogenesis/cpomdp#97
• Feat/warrant pytest plugin by @​DanBoringName in inferogenesis/cpomdp#98
• Feat/66 world agent seam by @​DanBoringName in inferogenesis/cpomdp#99
• Feat/rx world by @​DanBoringName in inferogenesis/cpomdp#100
• Exact reference filter, the averaged inference gap, and its closed form by @​DanBoringName in inferogenesis/cpomdp#104
• feat(hooks): refuse a change that rewrites a landed line in a protected file by @​DanBoringName in inferogenesis/cpomdp#106
• ci: run the symbolic suites only on a change that can reach them by @​DanBoringName in inferogenesis/cpomdp#107
• feat(warrantlib): hold the completeness contract in a base, with a le… by @​DanBoringName in inferogenesis/cpomdp#109
• feat(research): the Spinello-Stilwell rung's open questions, derivation, and prerequisite routes by @​DanBoringName in inferogenesis/cpomdp#105
• docs: ADR-057 ships R_mod for the Spinello-Stilwell rungs and declares no unit choice by @​DanBoringName in inferogenesis/cpomdp#110
• feat(research): routes 3 and 5, and the declared iteration budget by @​DanBoringName in inferogenesis/cpomdp#111
• Paper 2 scoring: the evaluator, the cross, the additivity check, and the error on a difference by @​DanBoringName in inferogenesis/cpomdp#112
• feat(reference): the gap reports a declined reading as Void, and one function puts a Gaussian on a lattice by @​DanBoringName in inferogenesis/cpomdp#113
• Paper 2 control: the finite-horizon schedule and the control bracket by @​DanBoringName in inferogenesis/cpomdp#114
• The rule ladder, five rungs behind one seam by @​DanBoringName in inferogenesis/cpomdp#116
• The ladder's first reading, and the R6 gap by @​DanBoringName in inferogenesis/cpomdp#120
• PR-8 splits into the derivation, the bound and the gate by @​DanBoringName in inferogenesis/cpomdp#121
• The discretisation bound, part 1: checked, and what the run corrects by @​DanBoringName in inferogenesis/cpomdp#125
• Noise defaults for Q and ModelSpec, and the fixed-noise guard in one place by @​DanBoringName in inferogenesis/cpomdp#129
• Surge margin: a Coriolis meter flips the offset and settles past surge by @​DanBoringName in inferogenesis/cpomdp#130
• Surge margin: an Applications page, results first, and a shorter gallery entry by @​DanBoringName in inferogenesis/cpomdp#131
• Release v0.5.0, with GATE-D4 moved to v0.5.1 by @​DanBoringName in inferogenesis/cpomdp#132
• The Agent refuses inputs it would get wrong, and shows what it chose by @​DanBoringName in inferogenesis/cpomdp#134
• Two review nits left over from #134 by @​DanBoringName in inferogenesis/cpomdp#136
• The graph path refuses inputs it would get wrong by @​DanBoringName in inferogenesis/cpomdp#135
• Review nits left over from #135 by @​DanBoringName in inferogenesis/cpomdp#137
• The Agent map's legend and fixed-sensor cells match what the Agent does by @​DanBoringName in inferogenesis/cpomdp#138
• A name is private until a user needs it by @​DanBoringName in inferogenesis/cpomdp#139
• The review bot runs Opus 5.5 and Sonnet 5.5, with room for a large PR by @​DanBoringName in inferogenesis/cpomdp#141
• The README says how v0.5 is built and what its correctness rests on by @​DanBoringName in inferogenesis/cpomdp#140
• The review bot posts its comment from a file, so a long review is not refused by @​DanBoringName in inferogenesis/cpomdp#149

... (truncated)

Changelog

Sourced from cpomdp's changelog.

[0.5.0] — 2026-10-16

Warrant plumbing and the slogdet oracle audit. The two-level SearchWarrant becomes a shared three-level Warrant that checks can reach, and a check now reports what it found alongside how well it was warranted and what it was measured against. The audit half confirmed what v0.4.3 left behind: the kernel's log-determinant guard was never applied to the NumPy oracle the headline H* = 7 is checked against.

The H = 7 numbers did not move. They are bit-identical across the guard, so it corrected an exposure rather than a result.

The research apparatus this release adds lives in cpomdp._lab, a private package. The test suite and the unpublished research package build on it, and none of it is public API (ADR-069).

A world and an agent that cannot reach one another. cpomdp._lab.harness separates the process that produces observations from the model an agent filters with, so how wrong that model is about the process becomes measurable rather than zero by construction. Actions arrive from a declared sequence. The agents do not choose them, which is what leaves several of them comparable under one trajectory and what cuts the control loop, and every run carries that second fact rather than leaving it to a comment.

cpomdp._lab.constructors declares the two axes a model can be wrong along, one for what its parameters get wrong and one for what its filter does. Both are versioned, so a cell added after results are seen shows up in the diff.

The cross gets its two numbers. cpomdp._lab.scoring scores every cell of the declared constructor cross with two divergences, what the model gets wrong and what the filter gets wrong, and nothing else: the result has no slot for an entropy, so the one term the ledger forbids reaching by subtraction cannot be reached that way. Every separation is a ratio, printed beside the conditioning of every matrix it inverted. The check that the two divergences and the entropy add up to the measured free energy is a separate object, the one place an entropy is estimated. And a difference between two numbers scored against one reference is read at the error on the difference, which the shared reference makes far smaller than the sum of the two bars.

The control bracket. cpomdp.control grows a finite-horizon regulator beside the steady-state one. The private cpomdp._lab.bracket holds the two costs every controller under one plan sits between: the plan with the state observed exactly, and the best any controller that has to infer the state from readings can do. Their difference is the price of inference under that plan, and the width is the object reported, since either end alone is a number in cost units that nothing calibrates. Both ends are closed forms. The ceiling is reached twice, by the separation principle and by propagating the joint second moment of state and estimate, and the two share no arithmetic past the Riccati recursions, so their agreement to machine precision is the fixed-noise signature: certainty equivalence is optimal, and no use of the readings beats it.

Added

• LQRController and InadmissiblePartitionError are exported at the top level, and

... (truncated)

Commits

• 8737132 Merge pull request #189 from inferogenesis/release/v0.5.0
• 8ed1656 Merge pull request #188 from inferogenesis/refactor/selectors-name-their-model
• f6c161c Merge pull request #187 from inferogenesis/fix/graph-model-is-not-the-plant
• 15121e4 chore: release v0.5.0
• 1a0c981 fix: an agent matches a graph-scored selector's edges by the nodes they join,...
• d36b584 Merge pull request #186 from inferogenesis/refactor/info-node-everywhere
• 1e918d2 Merge pull request #185 from inferogenesis/refactor/severed-mass-one-surface
• 91d49db Merge pull request #184 from inferogenesis/refactor/acronyms-in-caps
• 89b4a0a Merge branch 'fix/graph-model-is-not-the-plant' into refactor/selectors-name-...
• 1538f98 docs: a coupled graph's model says a field-by-field rebuild loses the mark, a...
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