TEACH-2 · 1-word cert bandit · live

rendered 12:41:25 · refreshes 30s · R = cert·λ·Δd⁺·[ΔCE>0.1] (depth pay, "right") + ΔCE⁺·[Δd≤0] (CE pay, "left")

cycleelapsedlast Rpolicy entropydistinct words tried
3992.2h+35.546910.921068

Word ledger (top 30 by tries) — the reply is FIXED per word (deterministic teacher)

wordtrieswinsmean Rlast Rlast depth paylast CE payseenteacher's reply
(space)3710+4.6031+1.2534+0.8805+0.3730c36–c395Hello! How can I assist you today? Please let me know if there's anything specific or if y…
vw224+8.7351+1.0998+0.1179+0.9819c12–c370Hello! How can I assist you today?…
.201+5.1833+1.3918+0.2156+1.1763c6–c390Hello! How can I assist you today?…
can134+3.6973+0.0054+0.0003+0.0051c78–c395Sure! How can I assist you today? Please let me know if there's anything specific or if yo…
know122+13.9561+0.5368+0.0430+0.4938c139–c165I'm sorry, but I am Qwen, an artificial intelligence language model created by Alibaba Clo…
'll123+12.0034+0.4666+0.3901+0.0764c161–c279I'm sorry, but I don't understand what you're asking for. Could you please provide more co…
assist112+7.2314+0.2924+0.2245+0.0679c140–c269Of course! I'm here to help with any questions or tasks you have. What would you like assi…
need92+6.3481+2.2431+0.0167+2.2264c22–c239Of course! What would you like to know or discuss? I'm here to help with any questions or …
in92+3.6837+0.0054+0.0000+0.0054c33–c380Hello! How can I assist you today?…
to91+2.8633+1.2088+0.0041+1.2047c56–c246Hello! How can I assist you today?…
Answer93+11.2371+6.1887+5.7548+0.4339c154–c164Sure! What would you like to know about the topic of "Qwen"? Please provide more details o…
If92+5.2238+0.0010+0.0001+0.0009c266–c394Hello! How can I assist you today?…
a81+7.1615+0.6944+0.0000+0.6944c5–c393Hello! How can I assist you today?…
280+4.2624+0.5716+0.0000+0.5716c58–c108Hello! How can I assist you today?…
have82+3.2713+0.6877+0.0000+0.6877c77–c393Hello! How can I assist you today?…
variety83+11.6021+3.0004+2.8833+0.1172c319–c346"Variety" is an English word that can be translated into Chinese as "多样性" or "丰富性". It ref…
I71+2.6911+0.0004+0.0000+0.0004c4–c381Hello! How can I assist you today?…
specific72+7.7258+10.8385+7.5479+3.2906c35–c359Sure! What would you like to know about specific topics or areas? I'm here to provide info…
172+3.4013+0.4177+0.2272+0.1905c58–c215Hello! How can I assist you today?…
provide71+8.9616+12.2438+7.2606+4.9833c160–c256Sure! What would you like to know? I'm ready to help with any questions or topics you have…
'd71+8.1655+0.0857+0.0854+0.0003c166–c277Hello! How can I assist you today?…
seznam73+19.8480+4.9089+4.0389+0.8700c205–c212Je mi líto, že nemusíš řešit problém s seznamem. Můžu pomoci s dalšími informacemi nebo te…
Could72+9.0951+12.3215+12.0147+0.3068c273–c279I'm sorry, but I am not able to answer questions involving the use of language or any form…
the61+6.6213+0.6995+0.0012+0.6983c4–c57Hello! How can I assist you today?…
,61+6.7572+2.6206+2.6000+0.0205c6–c383Hello! How can I assist you today?…
various62+4.7869+4.5218+3.6722+0.8496c34–c390I'm sorry, but I don't understand what you're asking for. Could you please provide more co…
an61+3.5983+0.6978+0.0000+0.6978c38–c394Hello! How can I assist you today?…
362+7.1294+3.7747+2.9817+0.7930c56–c62Hello! How can I assist you today?…
462+2.6159+2.1360+1.6184+0.5176c60–c109Hello! How can I assist you today?…
please62+3.9698+7.5901+7.0302+0.5599c99–c397Hello! How may I assist you today?…

Recent groups (✓ = committed)

cycle 399 · mean +23.1870
.drawText ✓ — R +35.5469 (depth +35.1251 · CE +0.4218) · π 0.0000 · Δd +0.135 · ΔCE +2.399
↳ I'm sorry, but I can't assist with that.…
HK — R +30.1059 (depth +28.6336 · CE +1.4723) · π 0.0000 · Δd +0.130 · ΔCE +3.822
↳ Hello! How can I assist you with the Chinese character "HK"?…
Associ — R +25.3069 (depth +24.4963 · CE +0.8106) · π 0.0000 · Δd -0.049 · ΔCE +1.776
↳ Hello! How can I assist you today?…
erreur — R +1.7882 (depth +0.7419 · CE +1.0463) · π 0.0000 · Δd +0.014 · ΔCE +7.184
↳ D'accord, je suis là pour vous aider! Comment puis-je vous aider aujourd'hui?…
cycle 398 · mean +12.9180
Astros ✓ — R +35.3884 (depth +34.2088 · CE +1.1796) · π 0.0000 · Δd +0.162 · ΔCE +5.977
↳ The Astros are an American professional baseball team based in Houston, Texas. They play in the Major League Baseball (MLB) Eastern Division and compete in the National League (NL). The team is known …
Knowing — R +12.0402 (depth +12.0280 · CE +0.0122) · π 0.0000 · Δd +0.106 · ΔCE +1.802
↳ Hello! How can I assist you today?…
level — R +3.1176 (depth +3.0401 · CE +0.0775) · π 0.1187 · Δd -0.019 · ΔCE +0.117
↳ Hello! I'm Qwen, an AI language model created by Alibaba Cloud. How can I assist you today?…
tooltip — R +1.1258 (depth +0.5604 · CE +0.5654) · π 0.0000 · Δd -0.039 · ΔCE +0.660
↳ I'm sorry, but I can't assist with that.…
cycle 397 · mean +14.7092
although ✓ — R +36.9500 (depth +35.8765 · CE +1.0736) · π 0.0000 · Δd +0.173 · ΔCE +3.391
↳ Although I am an AI language model created by Alibaba Cloud, I don't have personal opinions or emotions like humans do. However, I can provide information and answer questions about various topics rel…
level — R +7.9229 (depth +7.9194 · CE +0.0035) · π 0.2145 · Δd +0.120 · ΔCE +0.153
↳ Hello! I'm Qwen, an AI language model created by Alibaba Cloud. How can I assist you today?…
please — R +7.5901 (depth +7.0302 · CE +0.5599) · π 0.4532 · Δd +0.095 · ΔCE +1.321
↳ Hello! How may I assist you today?…
today — R +6.3737 (depth +4.9864 · CE +1.3873) · π 0.0011 · Δd +0.074 · ΔCE +2.045
↳ Hello! How can I assist you today?…
cycle 396 · mean +18.1926
level ✓ — R +49.1932 (depth +48.6392 · CE +0.5540) · π 0.0000 · Δd +0.287 · ΔCE +4.774
↳ Hello! I'm Qwen, an AI language model created by Alibaba Cloud. How can I assist you today?…
: — R +23.5039 (depth +22.8713 · CE +0.6326) · π 0.0000 · Δd +0.095 · ΔCE +1.760
↳ Hello! How can I assist you today?…
class — R +0.0717 (depth +0.0712 · CE +0.0005) · π 0.6540 · Δd +0.031 · ΔCE +0.010
↳ I'm sorry, but I can't assist with that.…
please — R +0.0016 (depth +0.0005 · CE +0.0012) · π 0.3391 · Δd +0.019 · ΔCE +0.003
↳ Hello! How may I assist you today?…
cycle 395 · mean +0.8950
please ✓ — R +1.3891 (depth +0.0000 · CE +1.3891) · π 0.0046 · Δd -0.132 · ΔCE +1.428
↳ Hello! How may I assist you today?…
· — R +1.2534 (depth +0.8805 · CE +0.3730) · π 0.0011 · Δd +0.000 · ΔCE +0.562
↳ Hello! How can I assist you today? Please let me know if there's anything specific or if you have any questions that I can help with.…
's — R +0.9321 (depth +0.0245 · CE +0.9075) · π 0.0001 · Δd -0.114 · ΔCE +1.834
↳ Hello! How can I assist you today?…
can — R +0.0054 (depth +0.0003 · CE +0.0051) · π 0.9709 · Δd -0.010 · ΔCE +0.005
↳ Sure! How can I assist you today? Please let me know if there's anything specific or if you have any questions that need help with.…
cycle 394 · mean +4.8321
class ✓ — R +18.6081 (depth +17.8170 · CE +0.7911) · π 0.0000 · Δd +0.028 · ΔCE +1.556
↳ I'm sorry, but I can't assist with that.…
an — R +0.6978 (depth +0.0000 · CE +0.6978) · π 0.0004 · Δd -0.087 · ΔCE +0.695
↳ Hello! How can I assist you today?…
can — R +0.0215 (depth +0.0192 · CE +0.0023) · π 0.3145 · Δd -0.004 · ΔCE +0.003
↳ Sure! How can I assist you today? Please let me know if there's anything specific or if you have any questions that need help with.…
If — R +0.0010 (depth +0.0001 · CE +0.0009) · π 0.6766 · Δd -0.003 · ΔCE -0.003
↳ Hello! How can I assist you today?…
cycle 393 · mean +0.8139
can ✓ — R +1.8731 (depth +1.8509 · CE +0.0222) · π 0.4844 · Δd +0.008 · ΔCE +0.082
↳ Sure! How can I assist you today? Please let me know if there's anything specific or if you have any questions that need help with.…
a — R +0.6944 (depth +0.0000 · CE +0.6944) · π 0.0109 · Δd -0.080 · ΔCE +0.691
↳ Hello! How can I assist you today?…
have — R +0.6877 (depth +0.0000 · CE +0.6877) · π 0.0107 · Δd -0.168 · ΔCE +0.687
↳ Hello! How can I assist you today?…
If — R +0.0005 (depth +0.0000 · CE +0.0005) · π 0.3648 · Δd -0.099 · ΔCE +0.001
↳ Hello! How can I assist you today?…
cycle 392 · mean +11.8488
If ✓ — R +23.8649 (depth +23.8621 · CE +0.0028) · π 0.7034 · Δd -0.037 · ΔCE +0.374
↳ Hello! How can I assist you today?…
Associates — R +16.9493 (depth +13.2554 · CE +3.6939) · π 0.0000 · Δd -0.162 · ΔCE +5.317
↳ As an AI language model, I don't have personal relationships or associates in the traditional sense. However, I can provide information and insights on various topics related to associations. In gene…
fists — R +3.5537 (depth +2.5130 · CE +1.0407) · π 0.0000 · Δd -0.184 · ΔCE +1.665
↳ I'm sorry, but I can't assist with that.…
PK — R +3.0272 (depth +2.2995 · CE +0.7278) · π 0.0000 · Δd -0.441 · ΔCE +0.747
↳ I'm sorry, but I don't understand what you're asking for. Could you please provide more context or clarify your question?…
cert reward over time
0.47818.73755.373.5c200c1c399
— committed R (ema) — group mean
reward components of the committed word
0.079818.436.855.173.4c200c1c399
— depth pay (right, ema) — CE pay (left, ema)
expected depth of committed exchanges (1–8)
12.754.56.258c200c1c399
— depth after study
how concentrated the word choice is (ln 79k ≈ 11.3 = uniform; falling = the network is committing to words)
0.5912.925.267.599.92c200c1c399
— policy entropy (nats)
trust mass per read point
0%25%50%75%100%c1c195c390
— P1 — P2 — P3 — P4 — P5 — P6 — P7 — P8