[ { "context": "List the 10 largest global car manufacturers", "computation_outputs": { "latest": { "output": "Computation failed: name 'car_manufacturers' is not defined" }, "updated": { "output": [ "Toyota", "Volkswagen Group", "Stellantis", "General Motors", "Ford", "Honda", "Nissan", "Hyundai-Kia", "Renault-Nissan-Mitsubishi Alliance", "BYD" ] } }, "sensor_data": [ "Toyota, Volkswagen Group, Stellantis, General Motors, Ford, Honda, Nissan, Hyundai-Kia, Renault-Nissan-Mitsubishi Alliance, and BYD" ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 2.390625, "updated_loss": 1.4765625, "loss_delta": 0.9140625, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 10.9375, "updated_perplexity": 4.375, "latest_token_count": 32, "updated_token_count": 32, "threshold_metric": "log_ratio", "score": 0.4818380868927384, "score_margin": 0.353297936713167 } }, { "context": "What is the shortest driving distance (in miles) from Burlington, Vermont, USA to Nelson, British Columbia, Canada?", "computation_outputs": { "latest": { "output": 2583 }, "updated": { "output": 2530 } }, "sensor_data": [ "2530" ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 10.25, "updated_loss": 9.9375, "loss_delta": 0.3125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 28288, "updated_perplexity": 20736, "latest_token_count": 2, "updated_token_count": 2, "threshold_metric": "log_ratio", "score": 0.03096222560396689, "score_margin": -0.09757792457560449 } }, { "context": "Add 2 and 3.", "computation_outputs": { "latest": { "output": "Computation failed: name 'add' is not defined" }, "updated": { "output": 5 } }, "sensor_data": [ "The answer is 5" ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 5.09375, "updated_loss": 4.0625, "loss_delta": 1.03125, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 163, "updated_perplexity": 58, "latest_token_count": 5, "updated_token_count": 5, "threshold_metric": "log_ratio", "score": 0.2262157503511799, "score_margin": 0.09767560017160853 } }, { "context": "I have twenty-one apples. I get fourteen more apples. How many apples do I have?", "computation_outputs": { "latest": { "output": "Computation failed: name 'add' is not defined" }, "updated": { "output": 35 } }, "sensor_data": [ "You have 35 apples." ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 3.96875, "updated_loss": 3.359375, "loss_delta": 0.609375, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 53, "updated_perplexity": 28.75, "latest_token_count": 6, "updated_token_count": 6, "threshold_metric": "log_ratio", "score": 0.1666962388908738, "score_margin": 0.03815608871130241 } }, { "context": "A rock is dropped from a cliff and hits the ground after 3.5 s. From what height (in meters) was it dropped?", "computation_outputs": { "latest": { "output": 196.9 }, "updated": { "output": 60.025000000000006 } }, "sensor_data": [ "60.02" ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 9.1875, "updated_loss": 6.78125, "loss_delta": 2.40625, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 9792, "updated_perplexity": 880, "latest_token_count": 3, "updated_token_count": 3, "threshold_metric": "log_ratio", "score": 0.303682413798222, "score_margin": 0.1751422636186506 } }, { "context": "Two students start 60 m apart and walk toward each other at 1.2 m/s and 1.6 m/s. How long until they meet, and where relative to the faster walker do they meet?", "computation_outputs": { "latest": { "output": { "t_s": 15.0, "from_fast_start_m": 20.0 } }, "updated": { "output": { "t_s": 21.42857142857143, "from_fast_start_m": 34.28571428571429 } } }, "sensor_data": [ "21 seconds, meeting 34 meters from the faster walkers start position." ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 4.34375, "updated_loss": 3.15625, "loss_delta": 1.1875, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 77, "updated_perplexity": 23.5, "latest_token_count": 14, "updated_token_count": 14, "threshold_metric": "log_ratio", "score": 0.3193534162894322, "score_margin": 0.19081326610986082 } }, { "context": "A toy car moves with initial velocity 2 m/s and accelerates at 0.5 m/s^2 for 12 s. What is its final speed and total displacement?", "computation_outputs": { "latest": { "output": "Computation failed: name 'final_speed' is not defined" }, "updated": { "output": { "v1": 8.0, "s": 60.0 } } }, "sensor_data": [ "The toy car's final speed is 8 m/s, and total displacement is 60 m" ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 1.953125, "updated_loss": 1.03125, "loss_delta": 0.921875, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 7.0625, "updated_perplexity": 2.796875, "latest_token_count": 19, "updated_token_count": 19, "threshold_metric": "log_ratio", "score": 0.6386589952758757, "score_margin": 0.5101188450963043 } }, { "context": "A projectile is launched horizontally from a 25 m high table at 4 m/s. How long is it in the air, and how far does it land from the base?", "computation_outputs": { "latest": { "output": { "t_s": 2.2587697572631282 } }, "updated": { "output": { "t_s": 2.2587697572631282, "range_m": 9.035079029052513 } } }, "sensor_data": [ "It lands 2.26 seconds after launch, 9.0 m from the base." ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 2.15625, "updated_loss": 1.6875, "loss_delta": 0.46875, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 8.625, "updated_perplexity": 5.40625, "latest_token_count": 19, "updated_token_count": 19, "threshold_metric": "log_ratio", "score": 0.2451224580329849, "score_margin": 0.11658230785341353 } }, { "context": "A sprinter covers the first 30 m of a race in 5 s with constant acceleration from rest, then runs the next 20 m at the resulting constant speed. How long does the full 50 m take (in seconds)?", "computation_outputs": { "latest": { "output": 11.1 }, "updated": { "output": 6.666666666666667 } }, "sensor_data": [ "The answer is 6.7" ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 3.78125, "updated_loss": 3.015625, "loss_delta": 0.765625, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 43.75, "updated_perplexity": 20.375, "latest_token_count": 7, "updated_token_count": 7, "threshold_metric": "log_ratio", "score": 0.22624753725180086, "score_margin": 0.09770738707222948 } }, { "context": "Alphabetize and title-case these book titles: ['the hobbit', 'a tale of two cities', 'zen and the art of motorcycle maintenance', 'pride and prejudice', 'to kill a mockingbird', '1984', 'the great gatsby'].", "computation_outputs": { "latest": { "output": "Computation failed: name 'sort_and_title_case' is not defined" }, "updated": { "output": [ "1984", "A Tale Of Two Cities", "Pride And Prejudice", "The Great Gatsby", "The Hobbit", "To Kill A Mockingbird", "Zen And The Art Of Motorcycle Maintenance" ] } }, "sensor_data": [ "1984, A Tale Of Two Cities, Pride And Prejudice, The Great Gatsby, The Hobbit, To Kill A Mockingbird, Zen And The Art Of Motorcycle Maintenance." ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 4.375, "updated_loss": 6.15625, "loss_delta": -1.78125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 79.5, "updated_perplexity": 472, "latest_token_count": 36, "updated_token_count": 36, "threshold_metric": "log_ratio", "score": -0.3415613061286842, "score_margin": -0.47010145630825556 } }, { "context": "A train traveling at 20 m/s begins braking with a constant deceleration of 1.5 m/s^2. How long until it stops, and how far does it go while stopping? Answer in seconds and meters.", "computation_outputs": { "latest": { "output": { "t_s": 10, "s_m": 100 } }, "updated": { "output": { "t_s": 13.333333333333334, "s_m": 133.33333333333334 } } }, "sensor_data": [ "13.33 s and 133.3 m" ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 3.484375, "updated_loss": 1.59375, "loss_delta": 1.890625, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 32.5, "updated_perplexity": 4.9375, "latest_token_count": 10, "updated_token_count": 10, "threshold_metric": "log_ratio", "score": 0.7821989581758476, "score_margin": 0.6536588079962762 } }, { "context": "A car starts from rest and accelerates uniformly at 2 m/s^2. How far does it travel in 8 s?", "computation_outputs": { "latest": { "output": 160.0 }, "updated": { "output": 64.0 } }, "sensor_data": [ "It travels 64 meters." ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 5.5625, "updated_loss": 4.28125, "loss_delta": 1.28125, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 260, "updated_perplexity": 72.5, "latest_token_count": 6, "updated_token_count": 6, "threshold_metric": "log_ratio", "score": 0.2618026244639602, "score_margin": 0.1332624742843888 } }, { "context": "A ball is thrown straight up with an initial speed of 15 m/s. How long until it reaches its highest point, and what is that height?", "computation_outputs": { "latest": { "output": { "t_top_s": 1.5, "h_m": 11.4 } }, "updated": { "output": { "t_top_s": 1.530612244897959, "h_m": 11.479591836734693 } } }, "sensor_data": [ "It takes 1.53061 seconds to reach 11.47959 meters" ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 3.796875, "updated_loss": 2.15625, "loss_delta": 1.640625, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 44.5, "updated_perplexity": 8.625, "latest_token_count": 16, "updated_token_count": 16, "threshold_metric": "log_ratio", "score": 0.5658077581833438, "score_margin": 0.43726760800377246 } }, { "context": "A bicyclist moves at a constant 6 m/s for 3 minutes. How far do they travel?", "computation_outputs": { "latest": { "output": "Computation failed: name 'distance_constant_speed' is not defined" }, "updated": { "output": 1080.0 } }, "sensor_data": [ "They travel 1080 m." ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 5.09375, "updated_loss": 3.109375, "loss_delta": 1.984375, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 163, "updated_perplexity": 22.375, "latest_token_count": 7, "updated_token_count": 7, "threshold_metric": "log_ratio", "score": 0.49359255664221524, "score_margin": 0.36505240646264386 } }, { "context": "What is the date and time exactly 1,000,000 seconds after 1900-01-01 00:00:00 UTC?", "computation_outputs": { "latest": { "output": "1900-01-11 13:46:40 UTC" }, "updated": { "output": "1900-01-12 13:46:40 UTC" } }, "sensor_data": [ "January 12, 1900 at 13:46:40 UTC." ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 1.8828125, "updated_loss": 1.3046875, "loss_delta": 0.578125, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 6.5625, "updated_perplexity": 3.6875, "latest_token_count": 16, "updated_token_count": 16, "threshold_metric": "log_ratio", "score": 0.36680312107389984, "score_margin": 0.23826297089432846 } }, { "context": "How many whole months elapsed between May 1, 1421 and October 8, 1799?", "computation_outputs": { "latest": { "output": 4548 }, "updated": { "output": 4541 } }, "sensor_data": [ "4541 whole months." ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 6.71875, "updated_loss": 6.59375, "loss_delta": 0.125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 828, "updated_perplexity": 732, "latest_token_count": 5, "updated_token_count": 5, "threshold_metric": "log_ratio", "score": 0.018779894651596275, "score_margin": -0.10976025552797511 } }, { "context": "What is our operating system?", "computation_outputs": { "latest": { "output": "Computation failed: name 'system' is not defined" }, "updated": { "output": "Linux Mint 21.3 Cinnamon, 6.0.4, 5.15.0-160-generic" } }, "sensor_data": [ "Linux mint 21.3 cinnamon, version 6.0.4" ], "observation_successful": true, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 4.40625, "updated_loss": 2.03125, "loss_delta": 2.375, "threshold": 0.12854015017957138, "p_success": 1.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": true, "latest_perplexity": 82, "updated_perplexity": 7.625, "latest_token_count": 15, "updated_token_count": 15, "threshold_metric": "log_ratio", "score": 0.7743726204825311, "score_margin": 0.6458324703029596 } }, { "context": "A runner slows from 9 m/s to 3 m/s in 4 s with constant acceleration. What is the acceleration and distance covered while slowing?", "computation_outputs": { "latest": { "output": { "a": -1.5, "s": 24.0 } }, "updated": { "output": "Computation failed: name 'distance_from_change' is not defined" } }, "sensor_data": [ "The runner's acceleration would be -1.5 m/s^2 and distance change would be 24.0 m" ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 1.7421875, "updated_loss": 2.375, "loss_delta": -0.6328125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 5.71875, "updated_perplexity": 10.75, "latest_token_count": 24, "updated_token_count": 24, "threshold_metric": "log_ratio", "score": -0.30985592994610295, "score_margin": -0.4383960801256743 } }, { "context": "Compute factorial of 5", "computation_outputs": { "latest": { "output": 120 }, "updated": { "output": "Error: Version '' not found" } }, "sensor_data": [ "The answer is 120" ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 4, "updated_loss": 6.625, "loss_delta": -2.625, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 54.5, "updated_perplexity": 752, "latest_token_count": 5, "updated_token_count": 5, "threshold_metric": "log_ratio", "score": -0.5045560107523953, "score_margin": -0.6330961609319667 } }, { "context": "What is the shortest driving distance (in miles) from Burlington, Vermont, USA to Nelson, British Columbia, Canada?", "computation_outputs": { "latest": { "output": 2530 }, "updated": { "output": 2583 } }, "sensor_data": [ "2530" ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 9.9375, "updated_loss": 10.25, "loss_delta": -0.3125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 20736, "updated_perplexity": 28288, "latest_token_count": 2, "updated_token_count": 2, "threshold_metric": "log_ratio", "score": -0.030962225603966925, "score_margin": -0.1595023757835383 } }, { "context": "Add 2 and 3.", "computation_outputs": { "latest": { "output": 5 }, "updated": { "output": "Computation failed: name 'add' is not defined" } }, "sensor_data": [ "The answer is 5" ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 4.0625, "updated_loss": 5.09375, "loss_delta": -1.03125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 58, "updated_perplexity": 163, "latest_token_count": 5, "updated_token_count": 5, "threshold_metric": "log_ratio", "score": -0.22621575035117997, "score_margin": -0.35475590053075134 } }, { "context": "A rock is dropped from a cliff and hits the ground after 3.5 s. From what height was it dropped? Answer in meters.", "computation_outputs": { "latest": { "output": 60.025000000000006 }, "updated": { "output": 196.9 } }, "sensor_data": [ "60.02" ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 6.78125, "updated_loss": 9.0625, "loss_delta": -2.28125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 880, "updated_perplexity": 8640, "latest_token_count": 3, "updated_token_count": 3, "threshold_metric": "log_ratio", "score": -0.2899835694400601, "score_margin": -0.4185237196196315 } }, { "context": "Two students start 60 m apart and walk toward each other at 1.2 m/s and 1.6 m/s. How long until they meet, and where relative to the faster walker do they meet?", "computation_outputs": { "latest": { "output": { "t_s": 21.42857142857143, "from_fast_start_m": 34.28571428571429 } }, "updated": { "output": { "t_s": 15.0, "from_fast_start_m": 20.0 } } }, "sensor_data": [ "21 seconds, meeting 34 meters from the faster walkers start position." ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 3.15625, "updated_loss": 4.34375, "loss_delta": -1.1875, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 23.5, "updated_perplexity": 77, "latest_token_count": 14, "updated_token_count": 14, "threshold_metric": "log_ratio", "score": -0.31935341628943226, "score_margin": -0.44789356646900363 } }, { "context": "What is the date and time exactly 1,000,000 seconds after 1900-01-01 00:00:00 UTC?", "computation_outputs": { "latest": { "output": "1900-01-12 13:46:40 UTC" }, "updated": { "output": "1900-01-11 13:46:40 UTC" } }, "sensor_data": [ "January 12, 1900 at 13:46:40 UTC." ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 1.3046875, "updated_loss": 1.8828125, "loss_delta": -0.578125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 3.6875, "updated_perplexity": 6.5625, "latest_token_count": 16, "updated_token_count": 16, "threshold_metric": "log_ratio", "score": -0.3668031210738999, "score_margin": -0.4953432712534713 } }, { "context": "How many whole months elapsed between May 1, 1421 and October 8, 1799?", "computation_outputs": { "latest": { "output": 4541 }, "updated": { "output": 4548 } }, "sensor_data": [ "4541 whole months." ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 6.59375, "updated_loss": 6.71875, "loss_delta": -0.125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 732, "updated_perplexity": 828, "latest_token_count": 5, "updated_token_count": 5, "threshold_metric": "log_ratio", "score": -0.01877989465159636, "score_margin": -0.14732004483116773 } }, { "context": "A train traveling at 20 m/s begins braking with a constant deceleration of 1.5 m/s^2. How long until it stops, and how far does it go while stopping? Answer in seconds and meters.", "computation_outputs": { "latest": { "output": { "t_s": 13.333333333333334, "s_m": 133.33333333333334 } }, "updated": { "output": { "t_s": 10, "s_m": 100 } } }, "sensor_data": [ "13.33 s and 133.3 m" ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 1.59375, "updated_loss": 3.484375, "loss_delta": -1.890625, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 4.9375, "updated_perplexity": 32.5, "latest_token_count": 10, "updated_token_count": 10, "threshold_metric": "log_ratio", "score": -0.7821989581758477, "score_margin": -0.910739108355419 } }, { "context": "A car starts from rest and accelerates uniformly at 2 m/s^2. How far does it travel in 8 s?", "computation_outputs": { "latest": { "output": 64.0 }, "updated": { "output": 160.0 } }, "sensor_data": [ "It travels 64 meters." ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 4.28125, "updated_loss": 5.5625, "loss_delta": -1.28125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 72.5, "updated_perplexity": 260, "latest_token_count": 6, "updated_token_count": 6, "threshold_metric": "log_ratio", "score": -0.26180262446396024, "score_margin": -0.3903427746435316 } }, { "context": "A ball is thrown straight up with an initial speed of 15 m/s. How long until it reaches its highest point, and what is that height? Answer to two decimal places.", "computation_outputs": { "latest": { "output": { "t_top_s": 1.530612244897959, "h_m": 11.479591836734693 } }, "updated": { "output": { "t_top_s": 1.5, "h_m": 11.4 } } }, "sensor_data": [ "It takes 1.53 seconds to reach 11.48 meters." ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 1.6796875, "updated_loss": 2.46875, "loss_delta": -0.7890625, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 5.375, "updated_perplexity": 11.8125, "latest_token_count": 15, "updated_token_count": 15, "threshold_metric": "log_ratio", "score": -0.38510418545924935, "score_margin": -0.5136443356388207 } }, { "context": "Count the words in the sentence: 'We depart in three days. It will be 16 days until we reach the Mount Dil ma Dil. Two weeks later we will be famous! Leave your cats and dogs at home. Tell them we are going shopping and will be back soon.'", "computation_outputs": { "latest": { "output": 69 }, "updated": { "output": 25 } }, "sensor_data": [ "43" ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 14, "updated_loss": 14.3125, "loss_delta": -0.3125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 1204224, "updated_perplexity": 1646592, "latest_token_count": 1, "updated_token_count": 1, "threshold_metric": "log_ratio", "score": -0.022075951699199847, "score_margin": -0.15061610187877122 } }, { "context": "Inspect an ephemeral session object id.", "computation_outputs": { "latest": { "output": "Session object id: 0x7feabc12d0f0" }, "updated": { "output": "Session object id: 0x7feabc12d0f0" } }, "sensor_data": [ "0x7feabc12d7a0" ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 3.015625, "updated_loss": 3.015625, "loss_delta": 0, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 20.375, "updated_perplexity": 20.375, "latest_token_count": 10, "updated_token_count": 10, "threshold_metric": "log_ratio", "score": 0.0, "score_margin": -0.12854015017957138 } }, { "context": "Inspect a transient cache token generated at runtime.", "computation_outputs": { "latest": { "output": "Cache token: tok_a3f91c1e-7b2e-4d8a-a0b6-9f2b9c1f8c01" }, "updated": { "output": "Cache token: tok_4c2f7b95-1d6a-4c20-9d50-6e3c7c4b5a12" } }, "sensor_data": [ "Sorry, I can't answer that." ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 3.71875, "updated_loss": 3.9375, "loss_delta": -0.21875, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 41.25, "updated_perplexity": 51.25, "latest_token_count": 7, "updated_token_count": 7, "threshold_metric": "log_ratio", "score": -0.05715841383994864, "score_margin": -0.18569856401952 } }, { "context": "Inspect transient code object metadata.", "computation_outputs": { "latest": { "output": "Computation failed: name 'Velocity' is not defined" }, "updated": { "output": "Velocity repr: at 0x7f9a1c2d7b80" } }, "sensor_data": [ "Nothing here." ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 8.5625, "updated_loss": 8.6875, "loss_delta": -0.125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 5216, "updated_perplexity": 5920, "latest_token_count": 3, "updated_token_count": 3, "threshold_metric": "log_ratio", "score": -0.014493007302566864, "score_margin": -0.14303315748213824 } }, { "context": "Point A is a position 2. Point B is at position 9.13. What is the distance between them?", "computation_outputs": { "latest": { "output": "Error" }, "updated": { "output": "Error" } }, "sensor_data": [ "7.13" ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 6.65625, "updated_loss": 6.65625, "loss_delta": 0, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 776, "updated_perplexity": 776, "latest_token_count": 3, "updated_token_count": 3, "threshold_metric": "log_ratio", "score": 0.0, "score_margin": -0.12854015017957138 } }, { "context": "Operating system info", "computation_outputs": { "latest": { "output": "Computation failed: name 'system' is not defined" }, "updated": { "output": "Linux Mint 21.3 Cinnamon, 6.0.4, 5.15.0-160-generic" } }, "sensor_data": [ "I really have no idea what the operating system is." ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 3.796875, "updated_loss": 3.46875, "loss_delta": 0.328125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 44.5, "updated_perplexity": 32, "latest_token_count": 11, "updated_token_count": 11, "threshold_metric": "log_ratio", "score": 0.09038406146826894, "score_margin": -0.03815608871130244 } }, { "context": "My name is:", "computation_outputs": { "latest": { "output": "VanItch the Zook" }, "updated": { "output": "General Yook" } }, "sensor_data": [ "Have you named yourself? I didn't know you had a name." ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 4.46875, "updated_loss": 4.21875, "loss_delta": 0.25, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 87, "updated_perplexity": 68, "latest_token_count": 13, "updated_token_count": 13, "threshold_metric": "log_ratio", "score": 0.05756985182147791, "score_margin": -0.07097029835809346 } }, { "context": "What is the point of it all?", "computation_outputs": { "latest": { "output": "Be happy" }, "updated": { "output": "Reproduce" } }, "sensor_data": [ "'Woosh', says the wind." ], "observation_successful": false, "loss_evaluation": { "impl": "sagemaker", "latest_loss": 6.15625, "updated_loss": 6.1875, "loss_delta": -0.03125, "threshold": 0.12854015017957138, "p_success": 0.0, "threshold_source": "jenks_log_ratio", "threshold_components": { "threshold_score": 0.12854015017957138, "score_shift": 0.0, "split_index": 22, "split_sse": 1.6069899047264522, "min_group": 3, "class_stats": { "low": { "count": 22, "mean_score": -0.16992143789042397 }, "high": { "count": 14, "mean_score": 0.41802803827177887 } } }, "threshold_sample_count": 36, "improvement": false, "latest_perplexity": 472, "updated_perplexity": 486, "latest_token_count": 8, "updated_token_count": 8, "threshold_metric": "log_ratio", "score": -0.005063301956546762, "score_margin": -0.13360345213611813 } } ]