Gus · neural 42 player

Hand lab

Hands photographed on a table, ingested, then run through gus's transformer adapter. Each card shows a 7-tile hand, gus's declaration pick, and a V_head score on the ±42 scale. Click a card for the full workup — V bars, π_me lead heatmap, Q-head world-spread violin, and the belief-head sanity panel.

Adapter: v2_voids_3000g_big.pt Decisions optimal: 73% Mean regret: 1.39 Q-pts Arena winrate: 52% vs all-oracle 70%

Analyzed hands

001 · fam-apr23 photo
6-3,5-4,4-3,5-1,3-1,2-1,1-1
ones V +13.96
best bid 30 on ones 44% make -0.12 mk
002 · all 7 doubles
6-6,5-5,4-4,3-3,2-2,1-1,0-0
doubles V +37.00
best bid 42 on doubles-trump 100% make +1.00 mk
003 · fam hand 003
5-5,6-5,5-4,3-3,2-2,5-0,1-1
fives V +42.49
best bid 42 on fives 100% make +1.00 mk
004 · 43 22 64 52 21 05 33
4-3,2-2,6-4,5-2,2-1,5-0,3-3
twos V +9.05
best bid 30 on fours 29% make -0.42 mk
005 · 24 52 63 51 00 11 34
4-2,5-2,6-3,5-1,0-0,1-1,4-3
ones V +8.14
best bid 30 on threes 33% make -0.34 mk
006 · 31 65 54 22 20 61 21
3-1,6-5,5-4,2-2,2-0,6-1,2-1
twos V +3.39
best bid 30 on ones 26% make -0.48 mk
007 · 44 11 55 06 53 01 04
4-4,1-1,5-5,6-0,5-3,1-0,4-0
blanks V +26.43
best bid 30 on blanks 60% make +0.20 mk
008 · 51 66 54 22 65 55 44
5-1,6-6,5-4,2-2,6-5,5-5,4-4
fives V +41.69
best bid 42 on fives 100% make +1.00 mk
009 · 22 44 33 55 42 26 65
2-2,4-4,3-3,5-5,4-2,6-2,6-5
twos V +35.32
best bid 30 on twos 86% make +0.72 mk
010 · 30 54 11 12 55 64 40
3-0,5-4,1-1,2-1,5-5,6-4,4-0
fours V +27.30
best bid 30 on fours 62% make +0.24 mk
011 · 01 36 20 40 60 42 54
1-0,6-3,2-0,4-0,6-0,4-2,5-4
blanks V +5.36
best bid 30 on blanks 40% make -0.20 mk
012 · 33 11 55 00 22 53 64
3-3,1-1,5-5,0-0,2-2,5-3,6-4
threes V +28.05
best bid 30 on doubles-trump 84% make +0.68 mk
013 · 12 14 16 03 32 65 66
2-1,4-1,6-1,3-0,3-2,6-5,6-6
sixes V +23.44
best bid 30 on ones 57% make +0.14 mk