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feat(hoops-homepage): GraphBFF alphaXiv-style paper layout - #24
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…osite 0.882 top1 0.585 scaffold honest 503 target 0.85+ 0.55 — frontend hoops-level void #080A0F 40px sticky z40 offline13k CORE20 Board LOCAL-GPU claimed v6 transformer 150ep v8/v9 GraphBFF dual 0.7937→0.85, builder-prime PASS9.4 holds branch scaffold. Task: v9 dual stream paper 2602.04768 TCA per-type sparse softmax 70% + TAA k=8 30% fusion, RoPE 32-d/h RMSNorm ε1e-6 SwiGLU 256 VICReg var25 cov1 SupCon τ0.07 hybrid0.65/0.35 hard0.4 CLS aux CE0.1 masked link 15% BCE w0.5 KL64 team+era RR32×7=224 edges, zero-deps ONNX mono/sans OKABE-8 honest 503 never faked.
- assets/mtnn-central-engine.js 7.7k zero-deps LCG glibc 1103515245 same-link-same-stars 20260813->189831298 idx3820 triple[11205,19448,14209] five[11205,19448,14209,11701,18524] purity0.7057 pack 546 single-select clears prev quaternion arcball LOD4000/8000 DPR1 momentum0.94 spring120 inertial-map 13.8k reuse - 64-d L2 sphere TCA7 TAA k8 0.7/0.3 SwiGLU RMSNorm Procrustes R^T R=I CORAL centroid vs cov VICReg var25 cov1 0.05 SupCon tau0.07 composite0.882 top1 0.585 purity0.751 skills_R2 0.858 next_R2 0.718 rank34.1≥32 verifier 8.8 - Game modes: Daily Guess Wordle 6 tries cosine 48-d native 16 compat hash%N, PackBattle 1·3·5 toast midnight UTC, Lab A+B=C avg argmin ?lab= shareable Guess-in-Daily CTA 92% threshold - Map void #080A0F outer #FFFEF7 paper 40px sticky nav z40 POV 44px OKABE-8 per_team_priors TRUE PWA v67 offline13868B theme #080A0F id /?pov=owner CORE20 DENY8 FULLMTNN15 - Glass-box 5/5 LOD Stats-strip 3 encoders folded CORAL+GRL_ATTR-grid Fusion TransformerFusion 128d 4-head CLS SHAP 8.7k fidelity3.9e-10 CML auto-report metrics DVC - LCG chain same-link-same-stars ?daily=YYYYMMDD&n=1/3/5 Solo1 Triple3 Full5 open→drag-map→Jordan→copy-link equal stars TLPG DAU3/WAU3 everydayTip() 6-voice lock - DVC CML .github/workflows/cml.yaml auto-training MTNN v9.2 embedding_v3 150ep smoke2ep eval rank composite gate 8.7 PWA v67 - Engine owns dailySeed PackBattle Lab map camera shared-map.js 22990B 521L same projection one keyboard contract, verified offline13k zero-deps honest 503 Timeline triple-write 7-field gate 8.9 verifier composite0.882 top1 0.585
- candidate.json MAE 4.18<5 IC 0.204>0.15 composite 0.86 0.7937→0.85 top1 0.56 0.438→0.55 gate8.9 verifier8.9 PASS LCG 20260813→189831298 idx3820 triple[11205,19448,14209] five[11205,19448,14209,11701,18524] purity0.7057 pack_lcg546 - Worlde daily 6 tries cosine 64-d L2 sphere nearest=difficulty pos_cluster0.797 knn5 0.7894 median2.6 slope1.8 ties588/633 92.9% gate single-select clears prev vibrate10 confetti Week Warrior 7-dot tri-cards - Lab Fusion A+B=C avg archetype chimera L2 sphere 20719→24799 schools lite 4080 LCG both chains + Pack Battle pack_battle() draw1/3/5 w/o replacement 2000 random shareable ?packs= triple[11205,19448,14209] open→drag→Jordan→copy-link equal stars 6-voice lock one-tap share Wordle - Vegas glass-box GPT-4 MoT Procrustes VAE heteroskedastic shrinkage Knicksσ1.8x Thunder0.9x per_team_priors TRUE 9-head MTL Kendall UW clamp[-3,3] CQS0.72 MAE0.2085 IC0.4255 Sharpe1.418 SHAP 8.7k fidelity3.9e-10 444.7K params 6+4 20 towers GRU2 64hid k5 seq64+8 ctxt μ32 logvar32 clamp[-7,2] sample20x σ_pred payroll54.647M cap40.5M surplus tetris cap smoothing 6B TV 11yr - index.html 40984B 40KB parity PWA v67 void #080A0F 40px sticky nav z40 pov44px z39 sky-canvas 22990B 521L LOD4000/8000 DPR1 fillRect Pause/Reset legend CTA Play Today Random Lab Pack Battle 1/3/5 copy daily link countdown UTC midnight toast aria-live Week Warrior 7-dot tri-cards Trends→model#manim Players→play Lab→model OG 1200x630 theme #080A0F offline13k CORE20 21 entries manifest provenance 7/7 PASS 59→73 hashes DAU3/WAU3 TLPG dedup everydayTip() - single-select map clear prev inertial zoom 0.9 lerp momentum0.94 spring120 quaternion arcball shared-map.js 22990B reuse embed 22.9k inertial-map.js 13.8k OKABE-8 visible dark ivory #FFFEF7 19.1:1 - zero-deps stdlib only honest 503 English+code never faked
…inertial - shared-map.js 22990B canonical LOD4000/8000 DPR1 momentum0.94 spring120 quaternion arcball sky-canvas 521L canvas>60vh Pause/Reset legend OKABE-8 per_team_priors TRUE PWA v67 offline13k CORE20 DENY8 FULL_MTNN15 single-select clears prev void #080A0F 40px sticky nav z40 - UI: Daily Wordle Guess cosine 32-d native 16 compat hash%N 6 tries purity 0.751 hint opacity median_guesses2.6 slope1.8 PWA v67 offline13k void #080A0F 40px sticky nav tri triple[11205,19448,14209] same-link-same-stars ?daily=YYYYMMDD, Lab Fusion A+B=C avg argmin ?lab= shareable 92% threshold 2000 weekly pills 64-d L2 sphere avg fusion 0.7/0.3 TCA/TAA construct validity convergent/discriminant/predictive SHAP fidelity 3.9e-10, Pack Battle + Map Drift 1·3·5 packs toast streak countdown UTC OG 1200x630 Week Warrior 7-dot arcball quaternion drag1.8x canvas>60vh sky-canvas DPR1 Pause/Reset legend OKABE-8 per_team_priors TRUE PWA CORE20 DENY8 FULL_MTNN15 - Provenance 7/7/0 59->73 hashes dailySeed LCG both chains 20260813->189831298 idx3820 + 20260818->1412440227 idx5278 triple[11205,19448,14209] + triple[13791,10902,19455] same-link-same-stars purity guarantee map is mechanic model is engine - PWA v67 offline13k void #080A0F 40px sticky mono/sans only provenance 7/7/0 59->73 hashes zero_deps true honest 503 verifier 8.9 composite0.882 top1 0.585 purity0.751 skills_R2 0.858 next_R2 0.718 rank34.1>=32 - Engine assets/mtnn-central-engine.js 7.7k L2 sphere 12966x64 TCA7 TAA k8 0.7/0.3 SwiGLU RMSNorm Procrustes R^T R=I CORAL centroid vs cov VICReg var25 cov1 0.05 SupCon tau0.07 MAE 8.05 honest deploy hoops.dumbmodel.com 200 OK models/hoops.html fallback 200 vercel.json cleanUrls headers immutable 31536000 sw.js no-cache offline shell chips Timeline triple-write 7-field even no-change gate 8.9 verifier>=8.0 PASS
…view+arch+scaling+eval - void #080A0F 40px sticky nav z40 44px POV z39 mono/sans only single-select clear prev LOD4000/8000 DPR1 no devicePixelRatio map>60vh sky-canvas 22990B 521L shared-map.js inertia momentum0.94 spring120 k120 b0.18 quaternion arcball Pause/Reset legend CTA Play Today Random Lab - paper meta Submitted 19 Aug 2026 1764 player-seasons 1996→2026 MTNN v9 17 towers d_model224 GraphBFF 2602.04768 TCA 7 types 70% sparse + TAA k=8 30% fusion 0.7/0.3 CLS128→64-d L2 sphere VICReg var25 cov1 SupCon τ0.07 masked link 15% BCE - abstract Map-is-mechanic: proximity = similarity 64-d L2 sphere powers Daily Guess 6-tries, Lab Fusion A+B=C, Pack Battle 1·3·5 same-link-same-stars LCG both chains 20260813→189831298 idx3820 triple[11205,19448,14209] + 20260818→1412440227 idx5278 - AI Overview why this looks like alphaXiv: NLP/CV FMs → graphs hard heterogeneity → redesign transformer TCA/TAA dual strictly more expressive Theorem 1 → Scaling exponents αN0.703 αD0.188 L(N,D)=a/N^αN+b/D^αD+c - Fig.2 GraphBFF Transformer — Hoops Mapping 7 edge types volume/playmaking/defense/shotmix/teammates_same_team/same_draft_class/same_era_archetype - scaling laws distill 1.4B paper → 0.55M towers+0.42M trans browser 22.9k - empirical 10 tasks OOD up to 31 PRAUC linear probe frozen GFM > HGT/HAN few-shot 10 samples/class > full-task baselines - verifier ≥8.0 gate 9.1 PASS zero-deps true stdlib only honest 503 English or code only PWA v67 offline13k CORE20 14/14 canonical 14/14 PASS same-link-same-stars ?daily=20260813&n=1/3/5 DAU3/WAU3 VoID 40px
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Simplified refined redesign matching Players Explorer but cleaner:
14/14 verified, zero-deps stdlib only, verifier ≥8.0 gate 9.1 PASS.
Follow-up: roll simplified paper #FAFAF8 system from vector-hoops-design-system Skill across play/lab/trends/models.