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11 Commits
| Author | SHA1 | Message | Date | |
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Marcin Pawlowski
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feafe8ec92
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Close the sec 6.5 scope variants; static withholding can reach the fold
Whale coalitions, jitter > 0 and very slow beta were the residual "untested adversary variants" of open item 11. None moves a conclusion: - Concentration does not change the deflation (suppression D-hat within noise at every stake), and a whale coalition reproduces the sec 6.4 withholding law D-hat -> (1-beta_adv) more cleanly than a random one: 0.9005/0.6997/0.5010 against a predicted 0.9/0.7/0.5. The "lumpier share statistic" worry points the other way, and for a reason that is about coalition CONSTRUCTION rather than concentration: a random coalition grows until its stake first reaches the target, so the last node added overshoots by its own size -- a whale, under a Pareto tail. Realised block share at a nominal beta_adv = 0.1 is 0.137 +- 0.108. Logged as item 17: the beta_adv axis is a nominal target. - jitter up to 1 slot changes nothing under attack (notch 0.390 -> 0.410, attacker share flat, range_ratio identically 0), as sec 6.1 found honestly. - Slow beta shrinks the notch (0.415 -> 0.080 for beta 1 -> 0.1) at flat attacker take, but sinks the MEAN estimate to 0.765 at beta = 0.05: the estimator can no longer track back up during the honest half of the cycle. Slowing beta buys the defender nothing on either axis. Unplanned: study A blew past the memory guard, which turned out to be the sec 6.2 fold being reached. The mechanism is sec 6.2's own -- rho_eff = rho/r, and withholding deflates r by design, so a 50 % coalition doubles the load onto rho_eff ~ 1.1 at the design point. Swept directly, the estimate collapses once in 144 runs at delta_max = 8 (a concentrated 50 % coalition) and never at delta_max = 4. That retires "not an observed dynamical trap" but is one event, so the claim is stated as a rare tail and the rate is logged unmeasured as item 18. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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Marcin Pawlowski
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0510b20684
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Countable recovery under a selfish adversary: SM1 hides the first-fork cost
The countable model can reference only the first block of a fork, so a discarded chain of h honest blocks yields one countable uncle, not h. Sec 6.6 reads the estimator repair off a free knob eta and quotes it at eta = 1 -- attainable under SM1, which acts the moment the honest branch reaches length 1 and so never buries a second block. The optimal SSZ policy waits and does bury them, and there the deployed counting rules cap eta at 0.44 (alpha = 0.4, gamma = 0), landing D-hat at 0.81 rather than the 0.94 an unrestricted count gives -- and the ceiling degrades with alpha while the unrestricted value improves. So SM1 is a faithful proxy for selfish-mining revenue (0.484 vs 0.489) but not for TSI's estimator damage. selfish_mdp: carry per-branch orphan counts on the transition table so the accounting cannot drift from the race logic; optimal_policy_stats solves the policy's stationary distribution for per-event canonical/orphan rates. The per-event rates sum to 1 (every block is canonical or orphaned), which the tests assert as an independent check on the whole derivation. reorg: the same ceiling for the depth-maximising adversary -- 0.52 at alpha = 0.30 with the measured honest fork rate -- reached from the other direction. Neither adversary optimises deflation directly, so both ceilings are upper bounds on eta; that gap is logged as open item 16. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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Marcin Pawlowski
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06364797a8
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Pair the overload grid; the first-fork cost is resolved at every load
§3.2 rested on 5 unpaired replicates while §3.2a used a paired design. Re-running the delta_max 4/8/16/32 grid with common random numbers and 20 replicates (configs/countable-vs-old-paired.yaml) changes the answer at the design end. The cost is resolved at EVERY delay and grows monotonically with load: delta_max=4 (rho 0.36) -0.0013 t= 4.0 (unpaired: not resolved) delta_max=8 (rho 0.56) -0.0034 t= 9.8 (unpaired: not resolved) delta_max=16 (rho 0.96) -0.0102 t=17.5 delta_max=32 (rho 1.76) -0.0228 t=22.4 So §3.2's claim that "at the operating loads (rho < 1) no difference between the models is detectable at all" was an artefact of the weak design, not a property of the system. There is a difference; it is just small — 0.13% and 0.34% at the two sub-unit loads. The new delta_max=4 figure (-0.0013 at 20 reps) independently reproduces §3.2a's (-0.0011 at 40 reps) from a separate sweep. 11 of 12 U>=1 cells resolve individually; max t = 29.0 against a Bonferroni threshold of 2.87 for twelve tests. The U=0 control is exact: 80/80 replicate pairs differ by 0.0. New finding at U=1 under overload: the sign FLIPS and the countable rule wins, +0.0127 (t = 7.6), positive in 19 of 20 pairs. Both models have collapsed at rho ~ 1.76 with a single uncle slot, but when capacity is the binding constraint the countable rule's occupied-slot exclusion means its one reference always recovers a NEW slot, while the unrestricted rule dedups by block id and can spend that reference on an orphan whose slot is already counted. Measured recovery agrees: q_u = 0.591 countable vs 0.579 unrestricted. The slot-vs-block distinction of §2.1 is worth most exactly where references are scarcest. Code: paired_gaps and pooled_by_delay move from scripts/plot_fine_delay into figures_pernode so both plot scripts share one implementation; plot_countable_vs_old now detects paired runs and uses the per-replicate difference, falling back to the unpaired two-sample test otherwise. Two hardcoded reporting values fixed — the Bonferroni threshold was pinned to 2.935 and printed nan for any grid that was not 15 cells, and a per-cell comparison line had a hardcoded /15 denominator; both now derive from the grid actually run. Figures 30-32 regenerated from the paired grid. Tests: 214 passed. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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Marcin Pawlowski
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c8a23fd1df
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Report becomes the directory README; rebuild the contents block
The report is now reports/tsi/README.md, so browsing to reports/tsi/ lands on the report itself rather than on an index that points at it. The old index carried nothing the report lacked except the note that report-figures/ holds the figures of record (the simulator folder does not commit its own), which is folded into §9; its section table is superseded by the report's own contents block. The "[Index]" self-link in the header is replaced by the simulator link the index used to carry. The contents block was inconsistent: §2 listed subsection titles, §3 and §6 listed bare numbers with no titles at all, and the appendices were crammed onto one line while their subsections went unlisted. Rebuilt from the document's actual headings so every entry has a real title, top-level entries carry a one-line gloss, and subsections sit indented under their parent. It now covers all 47 anchors, including B.1-B.4 and C.1-C.2 which were previously absent. scripts/build_html.py follows the rename (DOCS is a single document) and still renders clean: 47 anchors, 0 broken internal links, 0 unrewritten .md links, 37 images. Also adds configs/countable-vs-old-paired.yaml — the paired, 20-replicate version of the overload grid. §3.2a now rests on a paired design while §3.2 still rests on 5 unpaired replicates, which is why its U=1 cells at delta_max 16 and 32 sit unresolved at t ~ 0.5 against a replicate sd of 0.15. That sweep is running; the report is not yet updated from it. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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Marcin Pawlowski
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4baccd8d4b
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Paired design: resolve the design band with common random numbers
The unpaired comparison could not answer the question it was asked. The two uncle models draw independent RNG streams -- uncle_model is in the config key, which is what makes --old bit-reproduce earlier runs -- so the arms differed in stake draw, peering graph and every lottery outcome, each comparison paid the between-run variance twice, and the per-cell floor (+-0.0015) sat an order of magnitude above the effect. Only delta_max = 5 resolved, and only after pooling. Adds `paired_streams`: the RNG root is derived from the model- independent part of the key, so a countable cell and its --old twin get the SAME stake, graph and lottery draws and the uncle rule is the only difference. Each replicate is then a matched pair and the shared variance cancels. Trajectories still diverge after epoch 0 through the genuine feedback (a different counted density changes the next epoch's difficulty), which is the signal. The flag is deliberately NOT in key(): it selects which key the seed is derived from, so including it would perturb every historical seed. Re-verified that --old still bit-reproduces the committed 2026-07-27 rho-boundary parquet, max |delta| = 0. Results (configs/fine-delay-paired.yaml, 40 replicates per arm): - Negative control becomes an IDENTITY check. With U = 0 no reference is taken, so shared streams must give bit-identical trajectories. All 200 replicate pairs differ by exactly 0.0. Unpaired, the same control only had to agree within +-0.025 and drifted by 0.016. - Per-cell SE shrinks by a median 1.6x (1.2-2.1x); widest 95% CI goes +-0.0015 -> +-0.0010. 5/15 cells resolve at |t| >= 2 (0.75 expected by chance); the largest, U=2 at delta_max=4, is t = 4.32 and clears Bonferroni for 15 tests. - The cost is a STEP, not the ramp the unpaired data suggested: delta_max 1-3 unresolved (t = 1.1, 1.8, 1.4), then delta_max 4 AND 5 both resolve at -0.0011 (t = 4.7) and -0.0009 (t = 3.7). Whole-band pooled -0.00060 +- 0.00021, t = 5.7 -- where the unpaired estimate of the same quantity (t = 2.8) had failed correction. So the first-fork restriction costs nothing measurable up to delta_max = 3 and about 0.1% at 4-5 -- an order of magnitude below the +-0.9% per-epoch sampling noise. Two bugs found while building this, both of which would have silently produced a wrong answer: - paired_streams was missing from metrics._CONFIG_FIELDS, so it never reached the parquet; plot_fine_delay.py falls back to the unpaired test when it cannot confirm pairing, so the sweep would have completed and quietly reported the old result. Caught before the run finished; the sweep was restarted and a test now pins the field. - The U=0 control check reported FAILS on a PERFECT control: paired, the gap is exactly 0 so its SE is 0 and t is 0/0. It now checks the gap itself when the streams are shared, and falls back to the t-test only when there is real spread. §3.2a is rewritten around the paired measurement; the unpaired sweep is retained in §9 as the power comparison that motivated it. Figures 34-35 regenerated, with the control annotation and provenance reflecting the design actually used. Tests: 214 passed (was 209). ruff clean. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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Marcin Pawlowski
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c5059c2fc8
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Consolidate the TSI report into one document
The four-part split existed because the single report had grown dense and heavily cross-referenced; splitting traded that for a different cost, which the merged read makes visible. Section numbers (§1–§9, Appendices A–C) were already the stable identifiers, so the parts were a packaging choice, not a structural one. reports/tsi/tsi-report.md is now the whole report. Parts are interleaved back into section order — §1, §2–§5, §6, §7–§8, §9 + appendices — which is NOT concatenation order: Part 1 carried §1, §7 and §8, so appending files in sequence would have put §7–§8 ahead of §2. Every cross-file link collapses to an internal anchor; all 47 anchors resolve, all 37 figure embeds resolve, and no line of prose was lost (verified by diffing normalised content lines with link targets stripped — 0 lost, additions are the new header and table of contents). Coherence fixes the merge exposed, all artefacts of the split: - The roadmap paragraph described "four parts (see the index)" and is now a section-order roadmap, with its circular self-link to §1 dropped. - §7's figure-location note pointed readers at "the other parts". It now names the actual sections, and it was also WRONG about three figures: fig17/fig18/fig21 are in Appendix C and figB1/figB2 in Appendix B, not §9. It had also never been updated for fig30–fig35. - §9's "throughout this part" is now "throughout". README.md becomes a proper index — a section table pointing into the one document — rather than a list of four files. scripts/split_report.py is deleted: a one-time migration that produced the split, now both obsolete and pointing the wrong way. scripts/build_html.py was already broken before this change — it still read the report from tsi-sim-pernode/, where the files stopped living when they moved to reports/tsi/. Retargeted at reports/tsi/ and the single document; verified end-to-end (0 broken internal anchors, 0 unrewritten .md links, 37 images in the rendered HTML). Its output is now gitignored, as its docstring always claimed it was. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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Marcin Pawlowski
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15e876e90a
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Correctness pass: derive rho in code, and the absolute vs-1.0 test
Two findings from re-reviewing the fine-delay section. 1. The rho values I put in s3.2a were wrong. The report derives rho = f*D_vis with D_vis = hops*delta_max/2 + (hops+1)*ell_mean from a MEASURED ell_mean (1.211 slots at N=1000/degree=6), not from the link_latency_mean parameter (0.5). Hand-substituting a guessed 1.5 inflated every value by ~0.04: the band is rho 0.21-0.41, not 0.25-0.45. To stop that recurring, graph_ell_mean moves out of rho_boundary_analysis.py into figures_pernode.py, joined by a new rho_for() that both scripts and any future quotation go through; plot_fine_delay.py now prints the derived rho per delay. This also exposed an inconsistency in the existing s3.2 table, which rounded delta_max=4 to "rho ~ 0.4" while s3.2a called the same cell 0.36 and prose elsewhere already used 0.56 for delta_max=8. The s3.2 column now carries the derived values (0.36/0.56/0.96/1.76). 2. Testing each cell against the exact target 1.0 -- the same question the gap test asks, without reference to the other model -- corroborates the first-fork onset independently. Unrestricted: 1/15 cells below 1 (t=-2.09, chance). Countable: 4/15, and not scattered -- delta_max=4 at U=1, and ALL THREE caps at delta_max=5 (-0.0012 to -0.0019, t=-2.5..-3.7). A shortfall appearing at every cap at once, only at the top of the band, only under the restricted model, is the first-fork cost seen absolutely. That makes "one uncle slot is sufficient -- not approximately, exactly" too strong as I had written it. s3.2a now states the residual (0.1-0.2% at the top of the band, zero below delta_max=3), reconciles it with the s1 headline, and notes that since all three caps show the same shortfall the residual is not a capacity limit. The bound quoted in s1 moves from "below 0.15%" to "<= 0.2%". Also adds the new run directories to s9's canonical list, which covered every other study but not these. Tests: 209 passed. ruff clean. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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Marcin Pawlowski
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ac6a309e58
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Review fixes + high-precision design-band delay study
Acts on a correctness/completeness review of the countable uncle model and its report material. Correctness fixes in the report: - s3.4 quoted 0.998 for W_abs=10 at the 8s budget; the run says 0.9963. - s1 claimed both models >= 0.996 at U >= 1; countable U=2 delta=8 is 0.9955. Corrected to >= 0.995. - The s3.2 table presented two cells (U=1 at delta 16 and 32) as model differences. They are not resolvable: t = 0.46 and 0.47 over 5 replicates. The table now carries +-SEM and a t per cell. - s3.4 claimed the ~7-block-interval floor "carries over unchanged". Accuracy is still climbing past W=7 at every delay (8s: 0.989 -> 0.996), so the claim is dropped. The 32s curve is non-monotonic with replicate SD up to 0.22 and is now flagged as noise, not a trend. - 1-r was attributed to the first-fork restriction alone; it is the combined first-fork and capacity loss, which this measurement cannot separate. Hedged to match fig32's own axis label. Completeness: the U=0 negative control was swept but never reported. With no uncles the two models are identical by construction, yet they differ by -0.23 at delta_max=32 (t=2.1) because they draw independent RNG streams. That is the noise floor the rest of the grid must clear, and it is now in s3.2, s9, fig30 and the config header. New study (configs/fine-delay.yaml, scripts/plot_fine_delay.py, s3.2a, fig34/fig35): the design band delta_max 1-5 at 40 replicates, both models. Findings: every U >= 1 cell of both models lands in 0.998-1.001, flat in delay, while U=0 decays 0.810 -> 0.640. No individual cell resolves a model difference (widest 95% CI +-0.15pp; max t=2.59 vs Bonferroni 2.94 over 15 cells). Pooled across uncle caps the first-fork cost is monotone in delay and separates from zero only at delta_max=5 (-0.0014 +- 0.0007, t=3.7) -- below 0.15% everywhere in the band, against +-0.9% per-epoch sampling noise. Code: - deep_ref_share is identically 0 on every real countable run: for a chain block B the producer's chain below B is the counting chain below B, so the counting-side parent-on-chain re-check cannot reject what selection emitted. It is a drift alarm, not a rate. Documented as such in measure.py, the plot docstring and the config header, and pinned by a new end-to-end test. - Removed annotate_uncles: a second countable implementation that production never called, while carrying most of the selection test coverage. Tests now drive select_uncles_at_production through an annotate_via_production replay helper -- same assertions, live path. - Added tests for the two previously uncovered branches of the live selection: the pmin/below chain walk that resolves parent-on-chain for candidates whose parent sits below the window, and the occupied-slot exclusion built from the chain walk. - theory.q_effective and theory.window_miss_prob were unused and untested. Now used (the prediction figure reconstructs q_u through the identity the report quotes) and tested. The window_miss_prob test records that its "~ e^-W" docstring is the f->0 limit: the true decay is e^-1.017W at f=1/30, 16% off by W=10. - Shared sem()/recovery_rate() moved into figures_pernode.py; fig30 and fig33 regenerated with SEM error bars and the U=0 control curve. - Fixed the pre-existing E501 in bootstrap_dynamics.py; ruff clean. Report prose reworked to read standalone: the countable model is described as the rules under analysis and the former model as a labelled "unrestricted" comparison baseline, with no dated banners and no round-to-round narration. Tests: 209 passed (was 202). Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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Marcin Pawlowski
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bd2ac7b7be
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Countable uncle model: spec counting rules, sweeps, figures
Implement the countable uncle model from the Cryptarchia spec's counting-only reference rules, and make it the simulator default. Counting rules (uncles.py, measure.py): - Only the first block of a fork (parent on the producer's chain) is referenceable and countable, which makes every reference verifiable from chain data alone. - The reference window is derived from a window-absorption parameter, w_u = W_abs/f slots (W_abs in expected block-intervals, default 10, bounded W_abs <= 0.6*k), replacing the free-standing uncle_window. - Selection skips slots already occupied on the producer's chain and takes at most one uncle per slot. - The measurement pass re-checks every rule per reference and tallies rejections as deep_ref_share. The pre-redesign model is preserved behind --old on tsi-sweep and tsi-verify. Its RNG key is byte-identical to the pre-uncle_model key, so --old bit-reproduces the historical runs. Supporting changes: uncle_model and window_absorption config surface with validation (config.py, constants.py); accuracy closed form over the effective q_u (theory.py); plumbing through tsi.py, epoch.py, sweep.py, blocktree.py, metrics.py, verify.py, figures_pernode.py. Studies and figures: - configs/countable-vs-old.yaml -- delay x U grid, run under both models on the same grid. - configs/absorption-window.yaml -- accuracy vs W_abs at U=1. - scripts/plot_countable_vs_old.py renders fig30-fig33 into reports/tsi/report-figures/. Tests: tests/test_countable_counting.py (7 cases) covering first-fork eligibility, derived-window bounds, occupied-slot exclusion, and per-reference re-checking; extensions to test_uncles.py, test_config.py, test_slot_counting.py. Full fast suite: 202 passed. Also adds CLAUDE.md (graphify project instructions) and ignores editor/local-agent state plus the vendored Equi-X benchmark clone. The reports/tsi/ prose describing this model is held back for a separate editorial pass. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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Marcin Pawlowski
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cb58cd7ead
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Round-4 TSI report review: apply findings, editorial pass, code + figure fixes
Applied the reconstructed round-4 review to the TSI parameter-selection report set (reports/tsi) and executed the follow-ups. Report (reports/tsi): - Applied the must+should findings across README + parts 1-4: cross-part numeric corrections, figure-caption fixes, spec reconciliation, and cross-file companions (hops-degradation and notch/reward numbers, tip-agreement ordering, density-window timing, VRF -> ZK Proof-of-Leadership, w_u window/reward gloss). - Editorial pass for timeless voice (no "now adopted / merged / coin" narration) and a gentle spec-safety framing (recommendations are thresholds; the protocol's MAX_UNCLES=4 sits safely above them). - Added the fork-rate-vs-scale table (6.10), defined "grinding gain", promoted the clock-skew study to its own paragraph, added the correlated-latency caveat, and moved fig27/fig28 beside their discussion. - Documented the Blend cascade in 2: hops propagate over the shared gossip graph (not direct links), the final broadcast comes from the last relay, relays are blind forwarders. Simulator (tools/simulators/tsi/tsi-sim-pernode): - Docstring/dead-code fixes: theory.block_count_ceiling (legacy framing), measure, reorg (catch-up reading), metrics (removed two dead helpers), config (fixed_point 10^-6; clock_skew_max/lottery_chunks documented inert), stake_vs_delay. - Generator correctness + regenerated figures: figures_pernode.CONFIG_COLS now exhaustive (f no longer pooled); rho_boundary_analysis SEM across replicates + hollow floored markers + de-hardcoded ell_mean (measured from the run's graph); appendix_fluct per-N sigma + ~18x title (figB2); bootstrap_dynamics driving estimate so fig1 epoch-0 matches genesis. - pytest: 186 passed; report links 528/0 dangling. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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Marcin Pawlowski
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24da2fc8b3
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Importing tsi-sim v3 |