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CatQualia/research-campaigns

Research Campaigns Working research notes in Markdown, one document per investigated question, written by Christopher Betances (catqualia.com) and published by CatQualia. What this collection is A research campaign document is the record of one question taken seriously: what was claimed, what the literature actually says, what could be built, what was actually measured, which of the author's own claims failed, and what verdict survived. The documents were produced… See the full description on the dataset page: https://huggingface.co/datasets/CatQualia/research-campaigns.

sourceHugging Faceotherupdated 12d agoView on Hugging Face
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root
dircandidates/
dirmodules/
dirwinningstrategyarchive/
file.batch_seen.json5 KBdownload
file.gitattributes2 KBdownload
file360m_specific_ptq_q2_k_characterization.md41 KBdownload
fileabstention_stable_meta_360m.md47 KBdownload
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fileabsurdity_gap_universal_leverage_detector.md38 KBdownload
fileacademic_cpca_complex_phasor_architecture.md32 KBdownload
fileACADEMIC_INGESTION_ARCHITECTURE.md20 KBdownload
fileacceptance_rate_prediction_adaptive_draft_leng.md36 KBdownload
fileaesthetic_flux_repricing_open_problem.md50 KBdownload
fileagentic_benchmarks_swebench.md35 KBdownload
fileai_data_licensing_market_2025_2026.md19 KBdownload
fileaion_complex_compute_architecture.md21 KBdownload
filealien_drug_synthesis.md34 KBdownload
filealien_tokenizer_vocab_injection.md46 KBdownload
filealien_wing_design.md18 KBdownload
filealignment_geometry_community_detection.md33 KBdownload
filealignment_geometry_immune_repertoire_selection.md40 KBdownload
filealignment_geometry_neural_pruning.md37 KBdownload
filealignment_geometry_protein_contact_maps.md32 KBdownload
filealignment_geometry_supply_chain_resilience.md39 KBdownload
filealignment_scalar_gate_decision_transfer.md32 KBdownload
fileanime_mechanism_drug_isomorphism.md16 KBdownload
fileanti_mirage_rsi_gate.md45 KBdownload
fileapophasis_engine.md38 KBdownload
fileapophenia_firewall_benchmark.md43 KBdownload
fileapoptosis_archon_biology_crypto_pruning.md26 KBdownload
fileasi_direct_research.json6 KBdownload
fileasi_feasibility_and_timeline.md25 KBdownload
fileasi_web_research.jsonl2 KBdownload
fileasymmetric_coupling_makes_a_clock.md56 KBdownload
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fileaverage_time_within_5m_of_human.md26 KBdownload
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fileCANONICAL_PROCESSING_METHOD.md17 KBdownload
fileCANONICAL_TYPES.md2 KBdownload
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filecatqualia_openmed_integration.md22 KBdownload
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filecobol_legacy_migration.md50 KBdownload
filecoffee_alertness_halflife.md28 KBdownload
filecold_war_metaphor.md16 KBdownload
filecombinatorial_router_olfaction_moe.md59 KBdownload
filecompetitive_exclusion_firewall_microbiome_cyber_alignment.md15 KBdownload
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fileCOMPOSITION_CANDIDATES.md85 KBdownload
fileconductor_critical_coupling_Nstar.md49 KBdownload
fileconserved_current_dependence_graph.md50 KBdownload
fileconstitution_as_validity_gate.md47 KBdownload
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fileconstitutional_immunomics.md41 KBdownload
filecontamination_detector_from_grader_hardener.md34 KBdownload
filecontinual_learning_replay_ewc.md46 KBdownload
fileCORPUS_INDEX.json102 KBdownload
fileCORPUS_MAP.md2 KBdownload
fileCORPUS_RECURSION_WIRING.md8 KBdownload
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filecriticality_crystallization_grokking.md52 KBdownload
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fileCROSS_POLLINATION.md22 KBdownload
filecryptobiosis_quantization_snapshot.md65 KBdownload
filecryptobiotic_legacy_cobol_tardigrade_translation.md14 KBdownload
filecue_reliability_difference.md30 KBdownload
filedarwin_evolutionary_breeding.md18 KBdownload
filedataset_resale_value_beyond_exact_dedup.md25 KBdownload
filedecide_the_domain_2026-06-23.md13 KBdownload
filedegradation_permitting_dormancy.md45 KBdownload
filedescent_leg_interlacing_certify.md41 KBdownload
filedetonation_propulsion.md30 KBdownload
filedistillation_init_sub500m_tied_embedding.md49 KBdownload
fileDOCUMENT_QUALITY_AUDIT.md10 KBdownload
filedog_better_stress_reduction.md42 KBdownload
filedogs_more_alert_frequency.md18 KBdownload
fileeagle3_sidecar_qwen35_hybrid.md5 KBdownload
fileeffective_resistance_unifying_scalar.md39 KBdownload
fileengine_beyond_cyber_2026-06-23.md15 KBdownload
fileentropy_gated_low_entropy_watermarking_for_cod.md35 KBdownload
fileeo_io_disentanglement_benchmark.md32 KBdownload
fileexecution_verified_caller_360m_v2.md47 KBdownload
fileexecution_verified_caller_360m.md43 KBdownload
fileEXPANSION_CANDIDATE_LOG.md240 KBdownload
fileexternal_anchor_rlaif_floor_curve.md47 KBdownload
filefaithfulness_training_filter_sub2b.md43 KBdownload
filefalsification_and_information_theory_is_all_you_need.md14 KBdownload
filefalsify_the_build_2026-06-23.md15 KBdownload
filefederation_of_clocks_hierarchy.md55 KBdownload
filefeedforward_clock_vs_feedback_clock.md49 KBdownload
filefemale_health_drug_discovery.md35 KBdownload
filefiedler_quantization_isomorphism.md30 KBdownload
filefiv_elite_controller_genomics.md20 KBdownload
filefiv_hiv_cross_pollination.md18 KBdownload
fileflash_attention_kernels.md43 KBdownload
filefor_an_honest_research_vtuber_like_kitsune_gauge.md50 KBdownload
filefractal_math.md34 KBdownload
filegenuine_isomorphism_detection_beyond_scaffolding.md38 KBdownload
filegnarp_terminology_translation_lexicon.md18 KBdownload
filegnarpscript_meta_compiler.md44 KBdownload
filegnarpscript_universal_translator.md16 KBdownload
filegrader_hardening_generalized_every_measurement_surface.md42 KBdownload
filegraph_pulse_compressor.md35 KBdownload
filegraph_vector_rag_router.md36 KBdownload
fileh_j_hierarchy_aware_feature_graph_diagnostics_.md42 KBdownload
fileh_j_ranked_token_selection.md49 KBdownload
filehdc_kernel_encoder_design.md55 KBdownload
fileheatkernel_vs_alignment_gate.md46 KBdownload
filehj_eigen_entropy_merge_proxy.md29 KBdownload
filehj_equals_one_minus_coherence_identity_refuted_escape.md37 KBdownload
filehj_gated_consolidation_schedule.md44 KBdownload
filehj_merge_coefficient_governor.md44 KBdownload
filehj_ranked_token_selection.md36 KBdownload
filehj_scg_alignment_method_router.md40 KBdownload
filehj_scg_gated_abstention_head.md40 KBdownload
filehj_scg_universal_gate.md49 KBdownload
filehonest_sub1b_context_extension.md41 KBdownload
filehonesty_floor_360m_benchmark.md49 KBdownload
filehumor_bisociation_research_bridge_operator.md37 KBdownload
filehybrid_collapse_inference_stack.md15 KBdownload
filehyperdimensional_computing_ondevice.md43 KBdownload
filehyperdimensional_gnarpscript_substrate.md36 KBdownload
fileimaginary_computing.md25 KBdownload
fileimportant_edges_long_or_short.md47 KBdownload
fileindividual_variation_overlap.md28 KBdownload
fileindividual_variation_overlaps.md58 KBdownload
fileingest_loop_productive_ratio_escape.md43 KBdownload
fileINGESTION_ARCHITECTURE_SPEC.md5 KBdownload
fileinteraction_duration_moderates_effect.md32 KBdownload
fileinverse_bottleneck_stack.md17 KBdownload
filejargon_firewall_alien_crossdomain.md33 KBdownload
filejevons_breakeven_model.md53 KBdownload
fileknowledge_distillation_methods.md41 KBdownload
fileledgerless_agent_mycorrhiza_ai_agents_moltbook.md15 KBdownload
fileleviathan_clinical_trial_adverse_events.md15 KBdownload
fileLICENSE12 KBdownload
fileliquid_generation_decoder.md44 KBdownload
filellm_calibration_uncertainty.md39 KBdownload
filellm_output_watermarking.md35 KBdownload
filelongctx_drift_by_model_size.md39 KBdownload
fileloop_ingest_collapse_tripwire.md58 KBdownload
fileloop_ingest_compounding_fix.md37 KBdownload
filelora_variants_dora_pissa.md36 KBdownload
filemachine_barnum_benchmark.md49 KBdownload
filemagnetic_refrigeration.md18 KBdownload
filemamba_ssm_attention_hybrids.md35 KBdownload
fileMASTER_INVENTORY.md7 KBdownload
filemax_command_count_gap.md29 KBdownload
filemergekit_cross_architecture_breeding.md47 KBdownload
filemodel_collapse_ecological_monoculture_geometry.md38 KBdownload
filemodel_collapse_smart_contract_geometry.md29 KBdownload
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filemulti_agent_debate_consistency.md49 KBdownload
filemultiobjective_pareto_merge.md58 KBdownload
filemup_style_unified_adapter_parameterization.md57 KBdownload
filemusic_bone_conduction.md24 KBdownload
filenanite_lithography_production.md18 KBdownload
filenegative_selection_immunity_anomaly.md61 KBdownload
fileNEXT_BATCH_AIM.md4 KBdownload
fileno_significant_difference.md20 KBdownload
filenope_partial_rope_hybrid_sub1b.md26 KBdownload
fileolfactory_embedding_transfer.md34 KBdownload
fileomnilingua_module_analysis.md26 KBdownload
fileon_synthetic_e_r_e_knowledge_graphs_does_the_kur.md40 KBdownload
fileopen_complement_tax_one_curve.md39 KBdownload
fileorganize_corpus.py14 KBdownload
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fileowner_presence_effect.md28 KBdownload
filephase_coherence_graph_computing.md20 KBdownload
filephase_locked_multimodel_coherence.md38 KBdownload
filephono_semantic_bridge_engine.md40 KBdownload
fileplasma_valve_engine.md18 KBdownload
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filepositional_frequency_repair_over_geometric_res.md40 KBdownload
fileprecision_dilution_aware_fusion.md33 KBdownload
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fileprocess_miner.py6 KBdownload
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filePRODUCTION_LEDGER.md5 KBdownload
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filequantization_is_model_collapse.md32 KBdownload
filequery_partitions_real_weight_graph_escape.md47 KBdownload
filequorum_consensus_fleet.md53 KBdownload
fileradiotrophic_corpus_space_fungi_rlhf_adversarial.md19 KBdownload
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fileraft_at_360m.md46 KBdownload
filerandom_baseline_sanity_protocol.md57 KBdownload
filerats_pass.py5 KBdownload
filereactivation_gate_isomorphism.md62 KBdownload
fileREADME.md15 KBdownload
filereasoning_vs_abstention_tax_controlled_study.md43 KBdownload
filerecursion_crossfeed.py15 KBdownload
filerecursive_academic_translation_system.md26 KBdownload
filerecursive_model_self_improvement.md19 KBdownload
filereflection_fidelity_causal_attribution.md28 KBdownload
fileREFUTED_LEDGER.md8 KBdownload
filereinforcement_efficacy_species.md31 KBdownload
filerelative_phase_lock_under_free_tempo.md53 KBdownload
filerepair_on_load_quantization.md47 KBdownload
fileresearch_compiler.py6 KBdownload
fileresearch_compiler.py.pre-gate.bak5 KBdownload
fileRESEARCH_NOTES.md9 KBdownload
fileresearch_signal.jsonl308 KBdownload
fileRESEARCH_TRACK_IDEAS.md11 KBdownload
fileRESEARCH_TREE_INDEX.md36 KBdownload
fileresonance_levitation.md20 KBdownload
fileretention_duration_species.md22 KBdownload
fileretrieval_abstention_margin_collapse_on_broad_corpus.md22 KBdownload
fileretrieval_augmented_finetuning.md39 KBdownload
filerods_of_god.md20 KBdownload
fileROF_AIMED_BATCH.md2 KBdownload
fileRSI_DISCOVERY_alignment_over_partition.md4 KBdownload
filersi_minimum_viable_loop_compute_floor.md54 KBdownload
filerun_experiment_the_two_mechanisms_collide_and_.md25 KBdownload
filescar_map_localization_of_refusal_forgetting.md55 KBdownload
filescent_logic_conceptual_spaces.md41 KBdownload
fileselect_next_batch.py9 KBdownload
fileself_falsifying_loop_apoptosis_isomorphism.md44 KBdownload
fileself_falsifying_loop_immune_negative_selection.md40 KBdownload
fileself_falsifying_loop_peer_review_adversary.md39 KBdownload
fileself_improvement_apophenia_guard.md52 KBdownload
fileself_report_degating_under_load.md33 KBdownload
filesink_reliability_sub200m.md51 KBdownload
fileslime_mold_dataflow_vosc.md47 KBdownload
filesmart_batteries.md26 KBdownload
filespace_fungi.md26 KBdownload
filesparse_autoencoder_small_interp.md45 KBdownload
filespectral_graph_entropy_gating.md47 KBdownload
filespectral_graph_traversal_inference.md14 KBdownload
filespeculative_decoding_local.md51 KBdownload
filespherical_spacecraft.md28 KBdownload
filestability_gap_audit_360m.md31 KBdownload
filestaged_batch4.js13 KBdownload
filestochastic_resonance_training.md22 KBdownload
filestreamingllm_sinks_t0.md45 KBdownload
filestress_reduction_driven_by_pet_type_alone.md36 KBdownload
filesub2b_capability_cliffs_quant_distill_reasoning_transfer.md40 KBdownload
filesub2b_lr_only_knob.md49 KBdownload
filesub2b_semantic_entropy_characterization.md41 KBdownload
filesynthesis_omnilingua_imaginary_vosc.md26 KBdownload
filesynthetic_data_model_collapse.md42 KBdownload
filetea_hydration_parity.md26 KBdownload
filetemporal_topology_weaving.md32 KBdownload
filetext_embedding_retrieval_models.md45 KBdownload
filethe_2680_technique_gap.md18 KBdownload
fileTHE_FULL_RECURSION.md11 KBdownload
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filethe_phase_stack.md8 KBdownload
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filethree_way_entropy_bakeoff_knn.md36 KBdownload
filetime_sensitivity_routing_feature.md27 KBdownload
filetime_varying_barrier_operator.md47 KBdownload
filetool_use_function_calling_small.md39 KBdownload
filetotal_repair_cost_species_mean.md28 KBdownload
fileTRACK_EXECUTION_STATUS.md4 KBdownload
filetradition_as_slow_coherence_hillclimb.md51 KBdownload
filetrainable_dog_superiority.md21 KBdownload
filetraining_free_self_speculative_drafting.md28 KBdownload
filetrauma_informed_model_alignment.md41 KBdownload
filetrauma_roleplay_disambiguation_instrument.md53 KBdownload
filetree_ecology.md25 KBdownload
filetyped_void_calibration_head.md37 KBdownload
fileuniversal_grader_hardening_theorem.md36 KBdownload
fileurine_stain_repair_cost_difference.md31 KBdownload
filevaginal_microbiome_volatile_atlas.md19 KBdownload
fileverification_cost_reduction_specdecode.md32 KBdownload
filevoid_adversarial_training.md42 KBdownload
filevosc_weight_folding_compression_escape.md39 KBdownload
filevrchat_avatar_creation.md16 KBdownload
filevrchat_world_creation.md17 KBdownload
filewavemotion_s_falsification_ledger_holds_8_646_gr.md49 KBdownload
fileweight_native_graph_pulse_sub2b.md51 KBdownload
fileweighted_graph_hj_escape_histogram_floor.md33 KBdownload
fileweighted_heat_kernel_spectral_gate_that_escape.md37 KBdownload
fileweighted_heatkernel_gate_log2e_escape.md41 KBdownload
filewisdom_collapse_phi_c_telemetry.md48 KBdownload
fileyarn_longrope_context_extension.md38 KBdownload

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