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docs(.arxiv): research shelf for MUL, Hyperon, dialectics, joins and semantic maps - #1611
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AdaWorldAPI
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Additive research only.
Adds two new
.arxivfiles:2210.07278_meta_uncertainty_bayesian_model_comparison_vs_ce64_mul.md: source-grounded reading note on Schmitt/Radev/Bürkner's uncertainty of posterior model probabilities and replication variability; scoped possible test transfer to Lance-graph, clearly distinguishing NAL F/C from Bayesian PMPs and keeping CE64 59..63's Topology2 × Certification3 contract intact.2310.18318v1_opencog_hyperon_100_page_reading_bookmark.md: concise bibliographic bookmark/reading itinerary for the 100-page OpenCog Hyperon v1 paper. Full detailed review intentionally deferred.No existing docs/code overwritten; no deletions, bitfield changes, runtime changes, or claimed implementation. Full Hyperon PDF is linked externally rather than copied into git.
Additional arXiv references added on 2026-10-19
Six new, additive Markdown references to recent discussion papers:
Focused source-grounded research notes
.arxiv/2502.20233_selective_yannakakis_smash_mask_first_thought_coordinates.md: SMASH, acyclic/0MA guard criteria and why aligned 64-thought Cartesian address mask folds do not require a trie; existing mask-risc: MaskOp::Gather { under } — gated semijoin via mask_gather_u32_under #1383/D-HOLO H14c: thought-first positional reads, Hamming presence and Lance masked I/O #1573/D-HOLO H14d: logic → address mask → masked read → terminal (C only), measured on v4 #1575/WCOJ map items 1–3: cyclic fixture, bag oracle, galloping seek_from, GYO, P-7 check #1587/board: mark the gather designs as violations; point at D-HOLO H14c/H14d #1590 constraints and test proposals..arxiv/2512.17373_dialectics_algorithmic_determinations_excess_information_grounds.md: Hu, reversible determinations, Kolmogorov excess, grounding, failed pivots, and guarded research transfer to versioned thoughts.Read-later annotated bibliographic bookmarks
.arxiv/2510.24941_true_thinking_score_decorative_cot_ablation_bookmark.md: decorative CoT and source-specific True Thinking Score; future counterfactual ablation tests..arxiv/2610.12692_distributed_datalog_wcoj_hypercube_bookmark.md: distributed HyperCube / recursive WCOJ, explicitly different from local shared-address folds..arxiv/2409.20212_graph_attributes_structure_matching_gasm_bookmark.md: graph-structure/attribute matching for unmatched external graph universes, not canonical 64-thought coordinates..arxiv/2412.01423_semantic_maps_top_down_crosslinguistic_graph_bookmark.md: automatic semantic map graphs and Haspelmath / DeepNSM research questions.Status discipline: These are paraphrased source summaries or abstract-level reading bookmarks with links to original PDFs, not full-paper transcriptions. No production behavior, bit layout, dependency or existing source file is modified. PR remains draft for review; no deletions/overwrites.