ch42_model_tiers

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scenario a_length_based_heuristic_gets_fooled
scenario a_length_based_heuristic_gets_fooled · 4.1ms
decision length_heuristic · 0.0ms
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turn 1 · 3.9ms · responded with: No. “Some cats are pets” only tells us that at
model mock · 3.9ms · responded with: No. “Some cats are pets” only tells us that at
context sent — 1 message(s)
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[0]humanIf some cats are pets, are all pets cats?
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reply
rolecontent
[0]aiNo. “Some cats are pets” only tells us that at
heuristic_routed_here {"tier": "cheap", "max_tokens": 20}
the_short_question_was_actually_hard {"tier_chosen": "cheap", "finish_reason": "length", "was_truncated": true, "content": "No. \u201cSome cats are pets\u201d only tells us that at"}
scenario a_length_based_heuristic_gets_fooled · 2211.5ms
decision length_heuristic · 0.0ms
decided_before_calling_the_model {"tier": "cheap", "question_length": 41, "threshold": 50, "reason": "41 characters is under the 50-character threshold"}
turn 1 · 2211.3ms · 41 in / 20 out · responded with: nothing
model live · 2211.3ms (model provider 1981.6 · library 229.7) · 41 in / 20 out · responded with: nothing
context sent — 1 message(s)
rolecontent
[0]humanIf some cats are pets, are all pets cats?
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scenario a_structural_heuristic_does_better_but_still_guesses
scenario a_structural_heuristic_does_better_but_still_guesses · 0.4ms
decision structural_heuristic · question=Solve for x: 2x + 5 = 15 · 0.0ms
decided_before_calling_the_model {"tier": "generous", "matched": "math_pattern"}
turn 1 · 0.2ms · responded with: x = 5
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[0]humanSolve for x: 2x + 5 = 15
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[0]aix = 5
structural_signal_matched {"question": "Solve for x: 2x + 5 = 15"}
decision structural_heuristic · question=If some cats are pets, are all pets cats? · 0.0ms
decided_before_calling_the_model {"tier": "cheap", "matched": "no_pattern_matched"}
turn 2 · 0.2ms · responded with: No. “Some cats are pets” only tells us that at
model mock · 0.2ms · responded with: No. “Some cats are pets” only tells us that at
context sent — 1 message(s)
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[0]humanIf some cats are pets, are all pets cats?
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reply
rolecontent
[0]aiNo. “Some cats are pets” only tells us that at
structural_signal_found_nothing {"question": "If some cats are pets, are all pets cats?"}
better_at_one_thing_blind_to_another {"math_question_routed_generous": true, "math_question_finished_clean": true, "hard_question_still_routed_cheap": true, "hard_question_still_truncated": true}
scenario a_structural_heuristic_does_better_but_still_guesses · 3983.9ms
decision structural_heuristic · question=Solve for x: 2x + 5 = 15 · 0.0ms
decided_before_calling_the_model {"tier": "generous", "matched": "math_pattern"}
turn 1 · 1900.7ms · 43 in / 80 out · responded with: \(2x + 5 = 15\) Subtract 5 from both sides: \(2x = 10\) Divide by 2: \(x = 5\) **Answer: \... (10 more characters)
model live · 1900.7ms (model provider 1894.9 · library 5.8) · 43 in / 80 out · responded with: \(2x + 5 = 15\) Subtract 5 from both sides: \(2x = 10\) Divide by 2: \(x = 5\) **Answer: \... (10 more characters)
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[0]humanSolve for x: 2x + 5 = 15
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[0]ai\(2x + 5 = 15\) Subtract 5 from both sides: \(2x = 10\) Divide by 2: \(x = 5\) **Answer: \(x = 5\)**
structural_signal_matched {"question": "Solve for x: 2x + 5 = 15"}
decision structural_heuristic · question=If some cats are pets, are all pets cats? · 0.0ms
decided_before_calling_the_model {"tier": "cheap", "matched": "no_pattern_matched"}
turn 2 · 2083.1ms · 41 in / 20 out · responded with: nothing
model live · 2083.0ms (model provider 2075.1 · library 7.9) · 41 in / 20 out · responded with: nothing
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[0]humanIf some cats are pets, are all pets cats?
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[0]ai
structural_signal_found_nothing {"question": "If some cats are pets, are all pets cats?"}
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scenario a_cheap_models_own_uncertainty_escalates_correctly
scenario a_cheap_models_own_uncertainty_escalates_correctly · 0.3ms
turn 1 · 0.1ms · responded with: No. “Some cats are pets” only tells us that at
model mock · 0.1ms · responded with: No. “Some cats are pets” only tells us that at
context sent — 1 message(s)
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[0]humanIf some cats are pets, are all pets cats?
context ignored by the mock model {"messages": 1, "roles": ["human"]}
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rolecontent
[0]aiNo. “Some cats are pets” only tells us that at
cheap_tier_attempt {"finish_reason": "length"}
decision check_the_result_after_the_fact · 0.0ms
decided_after_calling_the_model_not_before {"escalate": true, "reason": "first attempt's finish_reason was 'length'"}
turn 2 · 0.1ms · responded with: No. “Some cats are pets” only tells us that at least one cat is a pet -- it says nothing a... (102 more characters)
model mock · 0.1ms · responded with: No. “Some cats are pets” only tells us that at least one cat is a pet -- it says nothing a... (102 more characters)
context sent — 1 message(s)
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[0]humanIf some cats are pets, are all pets cats?
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rolecontent
[0]aiNo. “Some cats are pets” only tells us that at least one cat is a pet -- it says nothing about every pet being a cat. Dogs, goldfish, and parakeets are all pets too, and none of them are cats.
escalated_to_the_generous_tier {"finish_reason": "stop"}
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scenario a_cheap_models_own_uncertainty_escalates_correctly · 4632.3ms
turn 1 · 2056.0ms · 41 in / 20 out · responded with: nothing
model live · 2055.9ms (model provider 2048.2 · library 7.7) · 41 in / 20 out · responded with: nothing
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rolecontent
[0]humanIf some cats are pets, are all pets cats?
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[0]ai
cheap_tier_attempt {"finish_reason": "length"}
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turn 2 · 2576.3ms · 41 in / 202 out · responded with: No. “Some cats are pets” only means at least one cat is a pet. It does **not** imply that ... (72 more characters)
model live · 2576.2ms (model provider 2568.4 · library 7.9) · 41 in / 202 out · responded with: No. “Some cats are pets” only means at least one cat is a pet. It does **not** imply that ... (72 more characters)
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[0]humanIf some cats are pets, are all pets cats?
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rolecontent
[0]aiNo. “Some cats are pets” only means at least one cat is a pet. It does **not** imply that every pet is a cat. There could be pets that are dogs, birds, fish, etc.
escalated_to_the_generous_tier {"finish_reason": "stop"}
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scenario a_simulated_learned_router_decides_with_no_visible_reason
scenario a_simulated_learned_router_decides_with_no_visible_reason · 0.3ms
decision simulated_learned_router · question=If some cats are pets, are all pets cats? · 0.0ms
decided_before_calling_the_model {"tier": "generous", "reason": null, "explainable": false}
decision simulated_learned_router · question=What is 2 + 2? · 0.0ms
decided_before_calling_the_model {"tier": "cheap", "reason": null, "explainable": false}
turn 1 · 0.1ms · responded with: No. “Some cats are pets” only tells us that at least one cat is a pet -- it says nothing a... (102 more characters)
model mock · 0.1ms · responded with: No. “Some cats are pets” only tells us that at least one cat is a pet -- it says nothing a... (102 more characters)
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[0]humanIf some cats are pets, are all pets cats?
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rolecontent
[0]aiNo. “Some cats are pets” only tells us that at least one cat is a pet -- it says nothing about every pet being a cat. Dogs, goldfish, and parakeets are all pets too, and none of them are cats.
turn 2 · 0.1ms · responded with: 4
model mock · 0.1ms · responded with: 4
context sent — 1 message(s)
rolecontent
[0]humanWhat is 2 + 2?
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rolecontent
[0]ai4
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scenario a_simulated_learned_router_decides_with_no_visible_reason · 4011.9ms
decision simulated_learned_router · question=If some cats are pets, are all pets cats? · 0.0ms
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decision simulated_learned_router · question=What is 2 + 2? · 0.0ms
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turn 1 · 2594.9ms · 41 in / 194 out · responded with: No. “Some cats are pets” only means at least one cat is a pet. It does **not** mean that e... (79 more characters)
model live · 2594.9ms (model provider 2585.9 · library 9.0) · 41 in / 194 out · responded with: No. “Some cats are pets” only means at least one cat is a pet. It does **not** mean that e... (79 more characters)
context sent — 1 message(s)
rolecontent
[0]humanIf some cats are pets, are all pets cats?
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[0]aiNo. “Some cats are pets” only means at least one cat is a pet. It does **not** mean that every pet is a cat. There can be other kinds of pets, like dogs, birds, or fish.
turn 2 · 1416.9ms · 38 in / 18 out · responded with: 2 + 2 = 4
model live · 1416.8ms (model provider 1403.8 · library 13.0) · 38 in / 18 out · responded with: 2 + 2 = 4
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[0]humanWhat is 2 + 2?
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rolecontent
[0]ai2 + 2 = 4
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