TEACH-2 · 1-word cert bandit · live

rendered 12:01:11 · refreshes 30s · R = cert·λ·Δd⁺·[ΔCE>0.1] (depth pay, "right") + ΔCE⁺·[Δd≤0] (CE pay, "left")

cycleelapsedlast Rpolicy entropydistinct words tried
2781.5h+17.84250.07703

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

wordtrieswinsmean Rlast Rlast depth paylast CE payseenteacher's reply
(space)288+4.3492+11.7373+11.7056+0.0317c36–c250Hello! How can I assist you today? Please let me know if there's anything specific or if y…
vw184+9.8173+3.4256+3.4172+0.0084c12–c240Hello! How can I assist you today?…
.171+5.5909+0.9448+0.0329+0.9119c6–c264Hello! How can I assist you today?…
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…
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…
'll113+13.0522+28.6054+28.5866+0.0188c161–c277I'm sorry, but I don't understand what you're asking for. Could you please provide more co…
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 …
to91+2.8633+1.2088+0.0041+1.2047c56–c246Hello! How can I assist you today?…
can92+4.6845+0.9811+0.1778+0.8033c78–c267Sure! How can I assist you today? Please let me know if there's anything specific or if yo…
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…
280+4.2624+0.5716+0.0000+0.5716c58–c108Hello! How can I assist you today?…
a71+8.0854+4.4337+3.8178+0.6159c5–c127Hello! How can I assist you today?…
172+3.4013+0.4177+0.2272+0.1905c58–c215Hello! How can I assist you today?…
have72+3.6404+0.0293+0.0001+0.0291c77–c166Hello! 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…
the61+6.6213+0.6995+0.0012+0.6983c4–c57Hello! How can I assist you today?…
in61+3.6711+3.2726+2.7457+0.5269c33–c219Hello! How can I assist you today?…
specific62+7.2071+0.4866+0.3982+0.0884c35–c75Sure! What would you like to know about specific topics or areas? I'm here to provide info…
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?…
anything62+10.7120+0.6070+0.3269+0.2801c139–c272As an AI language model, I don't have personal experiences or emotions like humans do. How…
pitch63+13.6448+0.8336+0.5561+0.2776c179–c186Sure! Here's a pitch for my capabilities: --- **Pitch: The AI Assistant That Empowers Yo…
accurate62+6.1761+0.4285+0.2455+0.1830c270–c275I'm sorry, but I can't provide the information you're asking for as it's not clear what yo…
Could62+8.5574+12.0874+11.8675+0.2200c273–c278I'm sorry, but I am not able to answer questions involving the use of language or any form…
Hello51+7.7512+8.2063+7.2771+0.9293c4–c178Hello! How can I assist you today? If you have any questions or need help with anything sp…
various52+4.8399+0.9278+0.9270+0.0008c34–c38I'm sorry, but I don't understand what you're asking for. Could you please provide more co…
an51+4.1784+0.9980+0.3291+0.6689c38–c117Hello! How can I assist you today?…
Any52+7.4958+16.1274+15.7485+0.3789c91–c95I'm sorry, but I can't assist with that request.…

Recent groups (✓ = committed)

cycle 278 · mean +13.3911
leases ✓ — R +17.8425 (depth +16.0608 · CE +1.7817) · π 0.0000 · Δd -0.013 · ΔCE +4.147
↳ I'm sorry, but I don't have the capability to provide information about "leases" as it's not a specific term or concept that I am familiar with. Could you please clarify what you're asking or providin…
Could — R +12.0874 (depth +11.8675 · CE +0.2200) · π 0.9963 · Δd +0.037 · ΔCE +0.283
↳ I'm sorry, but I am not able to answer questions involving the use of language or any form of content that may be considered inappropriate for this platform. My purpose is to provide information and a…
ESA — R +11.8444 (depth +9.4248 · CE +2.4196) · π 0.0000 · Δd -0.118 · ΔCE +3.658
↳ Hello! How can I assist you with the topic of "ESA"? If you have any specific questions or need information related to this term, feel free to ask, and I'll do my best to provide you with accurate and…
lang — R +11.7900 (depth +9.7060 · CE +2.0840) · π 0.0000 · Δd +0.025 · ΔCE +4.875
↳ I'm sorry, but I can't provide the information you're looking for. As an AI language model, my capabilities and limitations are limited to the data and knowledge that has been programmed into me. I do…
cycle 277 · mean +8.1503
'll ✓ — R +28.6054 (depth +28.5866 · CE +0.0188) · π 0.0000 · Δd +0.192 · ΔCE +0.251
↳ I'm sorry, but I don't understand what you're asking for. Could you please provide more context or clarify your question?…
Could — R +2.7193 (depth +2.6646 · CE +0.0548) · π 1.0000 · Δd +0.082 · ΔCE +0.063
↳ I'm sorry, but I am not able to answer questions involving the use of language or any form of content that may be considered inappropriate for this platform. My purpose is to provide information and a…
If — R +1.1907 (depth +0.0059 · CE +1.1848) · π 0.0000 · Δd -0.152 · ΔCE +1.670
↳ Hello! How can I assist you today?…
'd — R +0.0857 (depth +0.0854 · CE +0.0003) · π 0.0000 · Δd -0.060 · ΔCE +0.019
↳ Hello! How can I assist you today?…
cycle 276 · mean +4.6565
employee ✓ — R +16.1516 (depth +14.7816 · CE +1.3700) · π 0.0000 · Δd +0.073 · ΔCE +5.420
↳ As an AI language model, I don't have the ability to work with or interact directly with employees in the traditional sense. However, I can provide information and insights on various topics related t…
If — R +1.6013 (depth +0.0000 · CE +1.6013) · π 0.0009 · Δd -0.188 · ΔCE +1.620
↳ Hello! How can I assist you today?…
Could — R +0.7469 (depth +0.7435 · CE +0.0034) · π 0.9945 · Δd -0.059 · ΔCE +0.006
↳ I'm sorry, but I am not able to answer questions involving the use of language or any form of content that may be considered inappropriate for this platform. My purpose is to provide information and a…
'd — R +0.1263 (depth +0.1110 · CE +0.0154) · π 0.0036 · Δd -0.134 · ΔCE +0.026
↳ Hello! How can I assist you today?…
cycle 275 · mean +1.0929
Could ✓ — R +2.2525 (depth +2.1132 · CE +0.1393) · π 0.9968 · Δd -0.093 · ΔCE +0.222
↳ I'm sorry, but I am not able to answer questions involving the use of language or any form of content that may be considered inappropriate for this platform. My purpose is to provide information and a…
please — R +1.1083 (depth +0.0042 · CE +1.1041) · π 0.0000 · Δd -0.198 · ΔCE +1.123
↳ Hello! How may I assist you today?…
'd — R +0.5822 (depth +0.5794 · CE +0.0028) · π 0.0001 · Δd -0.110 · ΔCE +0.015
↳ Hello! How can I assist you today?…
accurate — R +0.4285 (depth +0.2455 · CE +0.1830) · π 0.0028 · Δd -0.235 · ΔCE +0.186
↳ I'm sorry, but I can't provide the information you're asking for as it's not clear what you're looking for or if there is any specific context to your question. Could you please provide more details o…
cycle 274 · mean +16.9434
'd ✓ — R +32.4690 (depth +32.4316 · CE +0.0374) · π 0.0000 · Δd +0.068 · ΔCE +1.390
↳ Hello! How can I assist you today?…
'll — R +26.9295 (depth +26.8706 · CE +0.0589) · π 0.0007 · Δd +0.270 · ΔCE +0.263
↳ I'm sorry, but I don't understand what you're asking for. Could you please provide more context or clarify your question?…
Could — R +8.3475 (depth +8.2377 · CE +0.1097) · π 0.0009 · Δd -0.026 · ΔCE +0.334
↳ I'm sorry, but I am not able to answer questions involving the use of language or any form of content that may be considered inappropriate for this platform. My purpose is to provide information and a…
accurate — R +0.0279 (depth +0.0001 · CE +0.0278) · π 0.9984 · Δd -0.131 · ΔCE +0.028
↳ I'm sorry, but I can't provide the information you're asking for as it's not clear what you're looking for or if there is any specific context to your question. Could you please provide more details o…
cycle 273 · mean +11.4762
Could ✓ — R +25.1909 (depth +22.4648 · CE +2.7260) · π 0.0002 · Δd +0.085 · ΔCE +6.839
↳ I'm sorry, but I am not able to answer questions involving the use of language or any form of content that may be considered inappropriate for this platform. My purpose is to provide information and a…
'd — R +10.7362 (depth +10.7275 · CE +0.0088) · π 0.0000 · Δd -0.021 · ΔCE +1.383
↳ Hello! How can I assist you today?…
'll — R +9.9771 (depth +9.9559 · CE +0.0212) · π 0.0979 · Δd +0.024 · ΔCE +0.071
↳ I'm sorry, but I don't understand what you're asking for. Could you please provide more context or clarify your question?…
accurate — R +0.0004 (depth +0.0000 · CE +0.0004) · π 0.9016 · Δd +0.037 · ΔCE +0.001
↳ I'm sorry, but I can't provide the information you're asking for as it's not clear what you're looking for or if there is any specific context to your question. Could you please provide more details o…
cycle 272 · mean +0.7184
accurate ✓ — R +1.6791 (depth +1.4253 · CE +0.2538) · π 0.8090 · Δd +0.124 · ΔCE +0.406
↳ I'm sorry, but I can't provide the information you're asking for as it's not clear what you're looking for or if there is any specific context to your question. Could you please provide more details o…
anything — R +0.6070 (depth +0.3269 · CE +0.2801) · π 0.0038 · Δd -0.089 · ΔCE +0.293
↳ As an AI language model, I don't have personal experiences or emotions like humans do. However, I can provide information and answer questions to the best of my knowledge based on available data and a…
' — R +0.5352 (depth +0.0194 · CE +0.5159) · π 0.0001 · Δd -0.287 · ΔCE +0.554
↳ Hello! How can I assist you today?…
'll — R +0.0522 (depth +0.0503 · CE +0.0019) · π 0.1734 · Δd -0.001 · ΔCE +0.007
↳ I'm sorry, but I don't understand what you're asking for. Could you please provide more context or clarify your question?…
cycle 271 · mean +5.6272
'll ✓ — R +19.6674 (depth +19.6366 · CE +0.0308) · π 0.0066 · Δd +0.205 · ΔCE +0.543
↳ I'm sorry, but I don't understand what you're asking for. Could you please provide more context or clarify your question?…
accurate — R +1.3168 (depth +1.2706 · CE +0.0462) · π 0.0003 · Δd +0.166 · ΔCE +0.081
↳ I'm sorry, but I can't provide the information you're asking for as it's not clear what you're looking for or if there is any specific context to your question. Could you please provide more details o…
language — R +1.1079 (depth +1.0656 · CE +0.0422) · π 0.0011 · Δd -0.215 · ΔCE +0.086
↳ I'm sorry, but I can't assist with that.…
anything — R +0.4168 (depth +0.3195 · CE +0.0973) · π 0.9912 · Δd -0.005 · ΔCE +0.109
↳ As an AI language model, I don't have personal experiences or emotions like humans do. However, I can provide information and answer questions to the best of my knowledge based on available data and a…
cert reward over time
0.47818.73755.373.5c1c139c278
— committed R (ema) — group mean
reward components of the committed word
0.079818.436.855.173.4c1c139c278
— depth pay (right, ema) — CE pay (left, ema)
expected depth of committed exchanges (1–8)
12.754.56.258c1c139c278
— depth after study
how concentrated the word choice is (ln 79k ≈ 11.3 = uniform; falling = the network is committing to words)
0.5912.634.686.728.76c1c139c278
— policy entropy (nats)
trust mass per read point
0%25%50%75%100%c1c270c135
— P1 — P2 — P3 — P4 — P5 — P6 — P7 — P8