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Research topic

Visual evidence archive

An organized historical view of approved public Stage 2–6 figures and benchmark images, reused without duplicating files.

Historical labels

Stage labels and gallery sheets are preserved as historical descriptions. They do not define the current runtime or upgrade old measurements.

Source figures and screenshots

Figures linked to phase records remain source figures. Composite galleries and interface captures are identified as historical visual summaries or screenshots.

Privacy boundary

Images flagged as private, checkpoint-bearing, trace-bearing, or otherwise ambiguous are excluded pending owner review.

Approved historical figures

Stage 2

Gallery sheet of real Stage 2 to Stage 4 benchmark charts from the Elena AILL public package — gallery stage2 stage3 stage4 · historical public figure

stage2 core category pass rate comparison — stage2 core category pass rate comparison · historical public figure

stage2 core deterministic vs decoder pass rate — stage2 core deterministic vs decoder pass rate · historical public figure

stage2 core fallback rate comparison — stage2 core fallback rate comparison · historical public figure

stage2 core memory retrieval success comparison — stage2 core memory retrieval success comparison · historical public figure

stage2 core scorecard decoder — stage2 core scorecard decoder · historical public figure

stage2 core scorecard deterministic — stage2 core scorecard deterministic · historical public figure

stage2 hard category pass rate comparison — stage2 hard category pass rate comparison · historical public figure

stage2 hard deterministic vs decoder pass rate — stage2 hard deterministic vs decoder pass rate · historical public figure

stage2 hard fallback rate comparison — stage2 hard fallback rate comparison · historical public figure

stage2 hard memory retrieval success comparison — stage2 hard memory retrieval success comparison · historical public figure

stage2 hard scorecard decoder — stage2 hard scorecard decoder · historical public figure

stage2 hard scorecard deterministic — stage2 hard scorecard deterministic · historical public figure

Stage 3

stage3 context qa success — stage3 context qa success · historical public figure

stage3 fallback rate — stage3 fallback rate · historical public figure

stage3 memory retrieval success — stage3 memory retrieval success · historical public figure

stage3 pass rate by category — stage3 pass rate by category · historical public figure

stage3 pipeline scorecard — stage3 pipeline scorecard · historical public figure

stage3 stage2 vs stage3 comparison — stage3 stage2 vs stage3 comparison · historical public figure

stage3 unknown fallback success — stage3 unknown fallback success · historical public figure

Stage 4

stage4 context qa success — stage4 context qa success · historical public figure

stage4 distractor rejection success — stage4 distractor rejection success · historical public figure

stage4 fallback rate — stage4 fallback rate · historical public figure

stage4 memory retrieval success — stage4 memory retrieval success · historical public figure

stage4 misleading context success — stage4 misleading context success · historical public figure

stage4 multi fact success — stage4 multi fact success · historical public figure

stage4 pass rate by category — stage4 pass rate by category · historical public figure

stage4 pipeline scorecard — stage4 pipeline scorecard · historical public figure

stage4 stage3 vs stage4 comparison — stage4 stage3 vs stage4 comparison · historical public figure

stage4 unknown fallback success — stage4 unknown fallback success · historical public figure

Stage 5

stage5 dashboard context qa success — stage5 dashboard context qa success · historical public figure

stage5 dashboard distractor rejection success — stage5 dashboard distractor rejection success · historical public figure

stage5 dashboard fallback success — stage5 dashboard fallback success · historical public figure

stage5 dashboard memory retrieval success — stage5 dashboard memory retrieval success · historical public figure

stage5 dashboard misleading context success — stage5 dashboard misleading context success · historical public figure

stage5 dashboard multi fact success — stage5 dashboard multi fact success · historical public figure

stage5 dashboard public demo readiness scorecard — stage5 dashboard public demo readiness scorecard · historical public figure

Stage 5 runtime memory scorecard for the SenzaAdam Brain and SPEAK-NEW runtime — stage5 dashboard runtime memory scorecard · historical public figure

stage5 dashboard runtime vram usage — stage5 dashboard runtime vram usage · historical public figure

Stage 2, Stage 3, and Stage 4 pass rate comparison chart from the public SPEAK-NEW benchmark pack — stage5 dashboard stage2 stage3 stage4 pass rate · historical public figure

stage5 dashboard stage4 metric scorecard — stage5 dashboard stage4 metric scorecard · historical public figure

Stage 5 writer mode comparison chart showing deterministic and decoder benchmark modes for SPEAK-NEW — stage5 dashboard writer mode comparison · historical public figure

Stage 6

Gallery sheet of Stage 6 self-documentation ingestion charts from the Elena AILL public package — gallery stage6 selfdoc ingestion · historical public figure

Stage 6 cortex versus context usage chart showing Elena AILL self-documentation relying on cortex memory usage — stage6 cortex vs context usage · historical public figure

stage6 facts by category — stage6 facts by category · historical public figure

Stage 6 ingestion facts by source chart showing local source distribution — stage6 ingestion facts by source · historical public figure

stage6 memory retrieval success — stage6 memory retrieval success · historical public figure

stage6 stage4 vs stage6 usage ratio — stage6 stage4 vs stage6 usage ratio · historical public figure

Historical diagrams and benchmarks

AILL V6 ACTIVE LEARNING QUEUE 53 — AILL V6 ACTIVE LEARNING QUEUE 53 · historical public figure

AILL V6 AUTONOMOUS 10MB CLUSTERS — AILL V6 AUTONOMOUS 10MB CLUSTERS · historical public figure

AILL V6 AUTONOMOUS 10MB CONFUSION — AILL V6 AUTONOMOUS 10MB CONFUSION · historical public figure

AILL V6 AUTONOMOUS 10MB CONTRASTIVE — AILL V6 AUTONOMOUS 10MB CONTRASTIVE · historical public figure

AILL V6 AUTONOMOUS 10MB QUEUE — AILL V6 AUTONOMOUS 10MB QUEUE · historical public figure

AILL V6 AUTONOMOUS 1MB TALK 53B — AILL V6 AUTONOMOUS 1MB TALK 53B · historical public figure

AILL V6 AUTONOMOUS CONFUSION 53 — AILL V6 AUTONOMOUS CONFUSION 53 · historical public figure

AILL V6 AUTONOMOUS DEFER 53C — AILL V6 AUTONOMOUS DEFER 53C · historical public figure

AILL V6 CONTRASTIVE MARGINS 53 — AILL V6 CONTRASTIVE MARGINS 53 · historical public figure

AILL V6 RESPONSE USEFULNESS 53 — AILL V6 RESPONSE USEFULNESS 53 · historical public figure

AILL V6 SELF DISCOVERY CLUSTERS 53 — AILL V6 SELF DISCOVERY CLUSTERS 53 · historical public figure

ELENAXVORA CONTINUAL LEARNING 96 — ELENAXVORA CONTINUAL LEARNING 96 · historical public figure

ELENAXVORA ELENA VS LLM BASELINE 95 — ELENAXVORA ELENA VS LLM BASELINE 95 · historical public figure

ELENAXVORA F105 BLIND FAILURE LEARNING — ELENAXVORA F105 BLIND FAILURE LEARNING · historical public figure

ELENAXVORA F105 BLIND FAILURE LEARNING TEST — ELENAXVORA F105 BLIND FAILURE LEARNING TEST · historical public figure

ELENAXVORA F106 LEARNED SIGNAL GATING TEST — ELENAXVORA F106 LEARNED SIGNAL GATING TEST · historical public figure

ELENAXVORA F107 MEMORY TO SPEECH CALIBRATION — ELENAXVORA F107 MEMORY TO SPEECH CALIBRATION · historical public figure

ELENAXVORA F80 VS F96 RUNTIME AB 98 — ELENAXVORA F80 VS F96 RUNTIME AB 98 · historical public figure

ELENAXVORA F96 PROMOTION TO FROZEN F99 — ELENAXVORA F96 PROMOTION TO FROZEN F99 · historical public figure

ELENAXVORA F99 BLIND RUNTIME 100 F104 — ELENAXVORA F99 BLIND RUNTIME 100 F104 · historical public figure

ELENAXVORA F99 ENTERPRISE MANUAL 100 F100 — ELENAXVORA F99 ENTERPRISE MANUAL 100 F100 · historical public figure

ELENAXVORA F99 RUNTIME HARDENING 101 — ELENAXVORA F99 RUNTIME HARDENING 101 · historical public figure

ELENAXVORA F99 RUNTIME HARDENING 102 — ELENAXVORA F99 RUNTIME HARDENING 102 · historical public figure

ELENAXVORA F99 RUNTIME HARDENING 103 — ELENAXVORA F99 RUNTIME HARDENING 103 · historical public figure

ELENAXVORA FASE69 ARCHITECTURE — ELENAXVORA FASE69 ARCHITECTURE · historical public figure

ELENAXVORA FASE69 HERO — ELENAXVORA FASE69 HERO · historical public figure

ELENAXVORA FASE69 METRICS — ELENAXVORA FASE69 METRICS · historical public figure

ELENAXVORA FASE70 ELENA VS BASELINE — ELENAXVORA FASE70 ELENA VS BASELINE · historical public figure

ELENAXVORA FASE70 HERO — ELENAXVORA FASE70 HERO · historical public figure

ELENAXVORA FASE70 METRICS — ELENAXVORA FASE70 METRICS · historical public figure

ELENAXVORA FASE71 ELENA VS BASELINE — ELENAXVORA FASE71 ELENA VS BASELINE · historical public figure

ELENAXVORA FASE71 HERO — ELENAXVORA FASE71 HERO · historical public figure

ELENAXVORA FASE71 METRICS — ELENAXVORA FASE71 METRICS · historical public figure

ELENAXVORA FASE72 SYNAPTIC BACKEND — ELENAXVORA FASE72 SYNAPTIC BACKEND · historical public figure

ELENAXVORA FASE73 GLIA STABILITY — ELENAXVORA FASE73 GLIA STABILITY · historical public figure

ELENAXVORA FASE74 LEARN CONFIRM — ELENAXVORA FASE74 LEARN CONFIRM · historical public figure

ELENAXVORA FASE75 CONFLICT RESOLUTION — ELENAXVORA FASE75 CONFLICT RESOLUTION · historical public figure

ELENAXVORA FASE76 LONG CONVERSATION MEMORY — ELENAXVORA FASE76 LONG CONVERSATION MEMORY · historical public figure

ELENAXVORA FASE77 SCALE 100K — ELENAXVORA FASE77 SCALE 100K · historical public figure

ELENAXVORA FASE78 FAST RECALL — ELENAXVORA FASE78 FAST RECALL · historical public figure

ELENAXVORA FASE79 CONVERSATION RUNTIME — ELENAXVORA FASE79 CONVERSATION RUNTIME · historical public figure

ELENAXVORA FASE80 FREEZE — ELENAXVORA FASE80 FREEZE · historical public figure

ELENAXVORA FASE82 CHAT CLI — ELENAXVORA FASE82 CHAT CLI · historical public figure

ELENAXVORA FASE83 CLEAN SPEAK GPU — ELENAXVORA FASE83 CLEAN SPEAK GPU · historical public figure

ELENAXVORA FASE84 LEARNED SPEECH — ELENAXVORA FASE84 LEARNED SPEECH · historical public figure

ELENAXVORA FASE85 LEARNED SPEECH EXTENDED — ELENAXVORA FASE85 LEARNED SPEECH EXTENDED · historical public figure

ELENAXVORA FASE86 MEMORY CONDITIONED SPEECH — ELENAXVORA FASE86 MEMORY CONDITIONED SPEECH · historical public figure

ELENAXVORA FASE87 SPEECH ROUTING HARDENING — ELENAXVORA FASE87 SPEECH ROUTING HARDENING · historical public figure

ELENAXVORA FASE88 UNLABELED SPEECH TRAINING — ELENAXVORA FASE88 UNLABELED SPEECH TRAINING · historical public figure

ELENAXVORA FASE89 5GB SPEECH TRAINING — ELENAXVORA FASE89 5GB SPEECH TRAINING · historical public figure

ELENAXVORA RUNTIME BENCHMARK 152 — ELENAXVORA RUNTIME BENCHMARK 152 · historical public figure

ELENAXVORA RUNTIME F96 PROMOTION 97 — ELENAXVORA RUNTIME F96 PROMOTION 97 · historical public figure

ELENA 100K RUNTIME FREEZE 80 — ELENA 100K RUNTIME FREEZE 80 · historical public figure

ELENA 50GB AB CHAT 136 — ELENA 50GB AB CHAT 136 · historical public figure

ELENA 50GB DATASET AUDIT PLAN 133 — ELENA 50GB DATASET AUDIT PLAN 133 · historical public figure

ELENA 50GB GPU TRAINING 135 — ELENA 50GB GPU TRAINING 135 · historical public figure

ELENA 50GB TRAINING MANIFEST 134 — ELENA 50GB TRAINING MANIFEST 134 · historical public figure

ELENA AILL FINAL CLEAN STATE 58F — ELENA AILL FINAL CLEAN STATE 58F · historical public figure

ELENA BIG BRAIN ANTIFORGET 68 — ELENA BIG BRAIN ANTIFORGET 68 · historical public figure

ELENA BIG BRAIN CONTEXT AB TEST 65D — ELENA BIG BRAIN CONTEXT AB TEST 65D · historical public figure

ELENA BIG BRAIN FAST RECALL 78 — ELENA BIG BRAIN FAST RECALL 78 · historical public figure

ELENA BIG BRAIN MANUAL RUNTIME PROBE 65F — ELENA BIG BRAIN MANUAL RUNTIME PROBE 65F · historical public figure

ELENA BIG BRAIN REAL STATE 65E — ELENA BIG BRAIN REAL STATE 65E · historical public figure

ELENA BIG BRAIN REAL UPDATE 65G — ELENA BIG BRAIN REAL UPDATE 65G · historical public figure

ELENA BIG BRAIN REAL UPDATE GENERALIZATION 65H — ELENA BIG BRAIN REAL UPDATE GENERALIZATION 65H · historical public figure

ELENA BIG BRAIN SCALE 100K 77 — ELENA BIG BRAIN SCALE 100K 77 · historical public figure

ELENA BIG BRAIN SCALE 10K 70 — ELENA BIG BRAIN SCALE 10K 70 · historical public figure

ELENA BIG BRAIN SEMANTIC FACT INDEX 65I — ELENA BIG BRAIN SEMANTIC FACT INDEX 65I · historical public figure

ELENA CAPABILITY GAP HARDENING 129 — ELENA CAPABILITY GAP HARDENING 129 · historical public figure

ELENA CHAT CLI FROZEN 100K 82 — ELENA CHAT CLI FROZEN 100K 82 · historical public figure

ELENA CHAT GPU CONTEXT 114 — ELENA CHAT GPU CONTEXT 114 · historical public figure

ELENA CHAT REGRESSION 132 — ELENA CHAT REGRESSION 132 · historical public figure

ELENA CLEAN SPEAK BIG BRAIN BRIDGE 65C — ELENA CLEAN SPEAK BIG BRAIN BRIDGE 65C · historical public figure

ELENA CLEAN SPEAK FROM ZERO V1 CONFUSION — ELENA CLEAN SPEAK FROM ZERO V1 CONFUSION · historical public figure

ELENA CLEAN SPEAK FROM ZERO V1 LOSS — ELENA CLEAN SPEAK FROM ZERO V1 LOSS · historical public figure

ELENA CLEAN SPEAK FROM ZERO V1 OUTPUTS — ELENA CLEAN SPEAK FROM ZERO V1 OUTPUTS · historical public figure

ELENA CLEAN SPEAK FROM ZERO V1 STABILITY — ELENA CLEAN SPEAK FROM ZERO V1 STABILITY · historical public figure

ELENA CLEAN SPEAK OUTPUT EXPANSION 83 — ELENA CLEAN SPEAK OUTPUT EXPANSION 83 · historical public figure

ELENA CLEAN SPEAK ROUTING FIX 153 — ELENA CLEAN SPEAK ROUTING FIX 153 · historical public figure

ELENA CONFLICT RESOLUTION 75 — ELENA CONFLICT RESOLUTION 75 · historical public figure

ELENA CONTEXT ROUTING HARDENING 121 — ELENA CONTEXT ROUTING HARDENING 121 · historical public figure

ELENA CONTEXT TO SPEECH ALIGNMENT 117 — ELENA CONTEXT TO SPEECH ALIGNMENT 117 · historical public figure

ELENA CONTINUAL LEARNING 96 — ELENA CONTINUAL LEARNING 96 · historical public figure

ELENA F105 BLIND FAILURE LEARNING — ELENA F105 BLIND FAILURE LEARNING · historical public figure

ELENA F105 BLIND FAILURE LEARNING TEST — ELENA F105 BLIND FAILURE LEARNING TEST · historical public figure

ELENA F106 LEARNED SIGNAL GATING TEST — ELENA F106 LEARNED SIGNAL GATING TEST · historical public figure

ELENA F107 MEMORY TO SPEECH CALIBRATION — ELENA F107 MEMORY TO SPEECH CALIBRATION · historical public figure

ELENA F80 VS F96 RUNTIME AB 98 — ELENA F80 VS F96 RUNTIME AB 98 · historical public figure

ELENA F96 PROMOTION TO FROZEN F99 — ELENA F96 PROMOTION TO FROZEN F99 · historical public figure

ELENA F99 BLIND RUNTIME 100 F104 — ELENA F99 BLIND RUNTIME 100 F104 · historical public figure

ELENA F99 ENTERPRISE MANUAL 100 F100 — ELENA F99 ENTERPRISE MANUAL 100 F100 · historical public figure

ELENA F99 RUNTIME HARDENING 101 — ELENA F99 RUNTIME HARDENING 101 · historical public figure

ELENA F99 RUNTIME HARDENING 102 — ELENA F99 RUNTIME HARDENING 102 · historical public figure

ELENA F99 RUNTIME HARDENING 103 — ELENA F99 RUNTIME HARDENING 103 · historical public figure

ELENA FINAL CLEAN PROJECT TREE 58D — ELENA FINAL CLEAN PROJECT TREE 58D · historical public figure

ELENA GENERATIVE SPEECH CORE 155 — ELENA GENERATIVE SPEECH CORE 155 · historical public figure

ELENA GLIA STABILITY LAYER 73 — ELENA GLIA STABILITY LAYER 73 · historical public figure

ELENA GLOBAL PROJECT AFTER CLEANUP TREE 58C — ELENA GLOBAL PROJECT AFTER CLEANUP TREE 58C · historical public figure

ELENA HARD TALK 500 120 — ELENA HARD TALK 500 120 · historical public figure

ELENA HARD TALK ROUTING UPGRADE 122 — ELENA HARD TALK ROUTING UPGRADE 122 · historical public figure

ELENA HEBBIAN CONSOLIDATION 69 — ELENA HEBBIAN CONSOLIDATION 69 · historical public figure

ELENA HIERARCHICAL GPU CACHED CONTEXT 113 — ELENA HIERARCHICAL GPU CACHED CONTEXT 113 · historical public figure

ELENA HIERARCHICAL GPU CONTEXT 112 — ELENA HIERARCHICAL GPU CONTEXT 112 · historical public figure

ELENA HIERARCHICAL MEMORY ROUTING 108 — ELENA HIERARCHICAL MEMORY ROUTING 108 · historical public figure

ELENA HIERARCHICAL MEMORY ROUTING 109 — ELENA HIERARCHICAL MEMORY ROUTING 109 · historical public figure

ELENA HIERARCHICAL MEMORY ROUTING 110 — ELENA HIERARCHICAL MEMORY ROUTING 110 · historical public figure

ELENA HIERARCHICAL RUNTIME INTEGRATION 111 — ELENA HIERARCHICAL RUNTIME INTEGRATION 111 · historical public figure

ELENA LEARNED SPEECH COMPOSER 84 — ELENA LEARNED SPEECH COMPOSER 84 · historical public figure

ELENA LEARNED SPEECH COMPOSER 85 — ELENA LEARNED SPEECH COMPOSER 85 · historical public figure

ELENA LIVE CHAT SESSION CONTEXT 125 — ELENA LIVE CHAT SESSION CONTEXT 125 · historical public figure

ELENA LONG CONVERSATION MEMORY 76 — ELENA LONG CONVERSATION MEMORY 76 · historical public figure

ELENA LONG UNLABELED SPEECH TRAINING 126 — ELENA LONG UNLABELED SPEECH TRAINING 126 · historical public figure

ELENA MEMORY CONDITIONED SPEECH 86 — ELENA MEMORY CONDITIONED SPEECH 86 · historical public figure

ELENA NEUTRAL CLOSEOUT 131 — ELENA NEUTRAL CLOSEOUT 131 · historical public figure

ELENA NEUTRAL GAP HARDENING 130 — ELENA NEUTRAL GAP HARDENING 130 · historical public figure

ELENA OFFICIAL RUNTIME 100K 79 — ELENA OFFICIAL RUNTIME 100K 79 · historical public figure

ELENA OFFICIAL RUNTIME 10K 71 — ELENA OFFICIAL RUNTIME 10K 71 · historical public figure

ELENA OFFICIAL RUNTIME 66 — ELENA OFFICIAL RUNTIME 66 · historical public figure

ELENA PROGRESSIVE CLEAN DATASET 156 — ELENA PROGRESSIVE CLEAN DATASET 156 · historical public figure

ELENA REAL CHAT QUALITY AUDIT 115 — ELENA REAL CHAT QUALITY AUDIT 115 · historical public figure

ELENA RUNTIME BENCHMARK 152 — ELENA RUNTIME BENCHMARK 152 · historical public figure

ELENA RUNTIME F96 PROMOTION 97 — ELENA RUNTIME F96 PROMOTION 97 · historical public figure

ELENA RUNTIME LEARN CONFIRM 74 — ELENA RUNTIME LEARN CONFIRM 74 · historical public figure

ELENA RUNTIME SELF UPDATE 67 — ELENA RUNTIME SELF UPDATE 67 · historical public figure

ELENA SELF LEARNING SPEECH V1 5MB CLUSTERS — ELENA SELF LEARNING SPEECH V1 5MB CLUSTERS · historical public figure

ELENA SELF LEARNING SPEECH V1 5MB CLUSTER DOMINANCE 62B — ELENA SELF LEARNING SPEECH V1 5MB CLUSTER DOMINANCE 62B · historical public figure

ELENA SELF LEARNING SPEECH V1 5MB OUTPUTS — ELENA SELF LEARNING SPEECH V1 5MB OUTPUTS · historical public figure

ELENA SELF LEARNING SPEECH V1 5MB UNCERTAINTY — ELENA SELF LEARNING SPEECH V1 5MB UNCERTAINTY · historical public figure

ELENA SELF LEARNING SPEECH V1 CLUSTERS — ELENA SELF LEARNING SPEECH V1 CLUSTERS · historical public figure

ELENA SELF LEARNING SPEECH V1 CLUSTER STABILITY 61B — ELENA SELF LEARNING SPEECH V1 CLUSTER STABILITY 61B · historical public figure

ELENA SELF LEARNING SPEECH V1 OUTPUTS — ELENA SELF LEARNING SPEECH V1 OUTPUTS · historical public figure

ELENA SELF LEARNING SPEECH V1 UNCERTAINTY — ELENA SELF LEARNING SPEECH V1 UNCERTAINTY · historical public figure

ELENA SENZAADAM BIG BRAIN V1 INTEGRATION 65B — ELENA SENZAADAM BIG BRAIN V1 INTEGRATION 65B · historical public figure

ELENA SENZAADAM SPEAKNEW FROM ZERO V1 — ELENA SENZAADAM SPEAKNEW FROM ZERO V1 · historical public figure

ELENA SENZAADAM SPEAKNEW FROM ZERO V1 STABILITY — ELENA SENZAADAM SPEAKNEW FROM ZERO V1 STABILITY · historical public figure

ELENA SPEAKING RUNTIME READINESS 123 — ELENA SPEAKING RUNTIME READINESS 123 · historical public figure

ELENA SPEECH ROUTING HARDENING 87 — ELENA SPEECH ROUTING HARDENING 87 · historical public figure

ELENA SPEECH TRAINING 10GB SCHOOL 91 — ELENA SPEECH TRAINING 10GB SCHOOL 91 · historical public figure

ELENA SPEECH TRAINING 20GB GPU 93 — ELENA SPEECH TRAINING 20GB GPU 93 · historical public figure

ELENA SPEECH TRAINING 5GB 89 — ELENA SPEECH TRAINING 5GB 89 · historical public figure

ELENA SPEECH TRAINING FILTERED 5GB 90 — ELENA SPEECH TRAINING FILTERED 5GB 90 · historical public figure

ELENA SPEECH TRAINING UNLABELED 88 — ELENA SPEECH TRAINING UNLABELED 88 · historical public figure

ELENA SYNAPTIC MEMORY BACKEND 72 — ELENA SYNAPTIC MEMORY BACKEND 72 · historical public figure

ELENA TALK MANUAL REGRESSION 118 — ELENA TALK MANUAL REGRESSION 118 · historical public figure

ELENA TALK VS LLM STYLE BASELINE 119 — ELENA TALK VS LLM STYLE BASELINE 119 · historical public figure

ELENA VS LLM BASELINE BENCHMARK 95 — ELENA VS LLM BASELINE BENCHMARK 95 · historical public figure

ELENA VS OPENAI BASELINE 127 — ELENA VS OPENAI BASELINE 127 · historical public figure

ELENA VS OPENAI NEUTRAL 128 — ELENA VS OPENAI NEUTRAL 128 · historical public figure

active cell 1 — active cell 1 · historical public figure

active cell 2 — active cell 2 · historical public figure

active cell — active cell · historical public figure

active cells avg over time 1m — active cells avg over time 1m · historical public figure

active vram over time 1m — active vram over time 1m · historical public figure

aill biological benchmark summary — aill biological benchmark summary · historical public figure

AILL plus GLIA three-seed probe stability figure for seeds 0, 1, and 2 — aill glia probe 3seed · historical public figure

anti forgetting over time 1m — anti forgetting over time 1m · historical public figure

architecture overview — architecture overview · historical public figure

balanced smoke category distribution — balanced smoke category distribution · historical public figure

balanced smoke source distribution — balanced smoke source distribution · historical public figure

benchmark wall summary — benchmark wall summary · historical public figure

brain file growth 1m — brain file growth 1m · historical public figure

brain modules — brain modules · historical public figure

brain recall score — brain recall score · historical public figure

cell reuse ratio 1m — cell reuse ratio 1m · historical public figure

codeskill latency — codeskill latency · historical public figure

codeskill score by task — codeskill score by task · historical public figure

codeskill score overall — codeskill score overall · historical public figure

created vs reused cells 1m — created vs reused cells 1m · historical public figure

evidence links — evidence links · historical public figure

final benchmark summary — final benchmark summary · historical public figure

final safety gates — final safety gates · historical public figure

final stage pipeline — final stage pipeline · historical public figure

final status — final status · historical public figure

full merge status — full merge status · historical public figure

gallery all benchmarks — gallery all benchmarks · historical public figure

Overview gallery of the Elena AILL public benchmark package with Stage 2 to Stage 6 research visuals — gallery public website pack · historical public figure

GLIA non-Transformer memory metrics chart from the isolated validation run — glia core v2 metrics · historical public figure

hard curriculum category distribution — hard curriculum category distribution · historical public figure

hard curriculum pass fail — hard curriculum pass fail · historical public figure

italian qa category distribution — italian qa category distribution · historical public figure

italian qa quality pass fail — italian qa quality pass fail · historical public figure

italian qa source distribution — italian qa source distribution · historical public figure

known query examples — known query examples · historical public figure

latency comparison — latency comparison · historical public figure

memory counts — memory counts · historical public figure

module pass fail — module pass fail · historical public figure

native generative long loss — native generative long loss · historical public figure

native generative long pass fail — native generative long pass fail · historical public figure

natural qa metrics — natural qa metrics · historical public figure

recall over time 1m — recall over time 1m · historical public figure

retrieval query metrics — retrieval query metrics · historical public figure

safety gates — safety gates · historical public figure

score by task — score by task · historical public figure

score overall — score overall · historical public figure

senza adam 1m summary — senza adam 1m summary · historical public figure

senza adam core validation — senza adam core validation · historical public figure

storage scaling projection — storage scaling projection · historical public figure

tensor copy apply — tensor copy apply · historical public figure

throughput over time 1m — throughput over time 1m · historical public figure

total cells growth 1m — total cells growth 1m · historical public figure

unknown query fix — unknown query fix · historical public figure