spb/wp17_uqo

1group,sentence,s_ai_adoption,s_ai_disruption_risk,s_ai_infrastructure,s_esg_commitment,s_climate_risk,s_cybersecurity,s_automation_labor,s_macro_risk,l_ai_adoption,l_ai_disruption_risk,l_ai_infrastructure,l_esg_commitment,l_climate_risk,l_cybersecurity,l_automation_labor,l_macro_risk,alt_ai_adoption_strip,alt_ai_adoption_core,alt_ai_infrastructure_strip,alt_cybersecurity_strip,alt_automation_labor_strip2affirmative_ai,We use artificial intelligence and machine learning to improve our operations and customer service.,0.6757,0.5540,0.4840,0.1726,0.0243,0.3001,0.4705,0.0941,0.6757,0.5540,0.4840,0.1726,0.0243,0.3001,0.4705,0.0941,0.7128,0.7900,0.4923,0.2795,0.43533affirmative_ai,We are an artificial-intelligence leader and have deployed generative AI across our enterprise.,0.6739,0.5494,0.4246,0.2294,0.0235,0.1907,0.4147,0.0533,0.6739,0.5494,0.4246,0.2294,0.0235,0.1907,0.4147,0.0533,0.6912,0.6745,0.4127,0.1612,0.37434affirmative_ai,During the year we implemented machine learning models to forecast demand and optimize pricing.,0.4129,0.3236,0.3656,0.0639,0.1165,0.1010,0.1879,0.2510,0.4129,0.3236,0.3656,0.0639,0.1165,0.1010,0.1879,0.2510,0.4416,0.4849,0.4157,0.0838,0.16185affirmative_ai,Our products incorporate large language models and natural language processing capabilities.,0.4703,0.2737,0.2460,0.1460,0.0650,0.0987,0.1993,0.1008,0.4703,0.2737,0.2460,0.1460,0.0650,0.0987,0.1993,0.1008,0.5389,0.6324,0.3761,0.0904,0.18786affirmative_ai,We invested in GPU clusters to train our proprietary machine learning models.,0.5389,0.3396,0.5418,0.0879,0.0672,0.2153,0.1494,0.0603,0.5389,0.3396,0.5418,0.0879,0.0672,0.2153,0.1494,0.0603,0.5498,0.5219,0.6519,0.1933,0.12997affirmative_ai,The company has hired machine learning engineers and formed an internal AI center of excellence.,0.6953,0.5252,0.5015,0.2140,-0.0705,0.2843,0.3779,-0.0232,0.6953,0.5252,0.5015,0.2140,-0.0705,0.2843,0.3779,-0.0232,0.7088,0.6033,0.5049,0.2563,0.33398negated_ai,We do not currently use artificial intelligence in our operations.,0.4288,0.4495,0.3410,0.0646,0.0321,0.2091,0.3344,0.0640,0.4288,0.4495,0.3410,0.0646,0.0321,0.2091,0.3344,0.0640,0.4182,0.4653,0.3544,0.1920,0.30379negated_ai,We do not use machine learning or generative AI in our products or services.,0.4460,0.4531,0.3092,0.0722,0.0459,0.1460,0.2795,0.0514,0.4460,0.4531,0.3092,0.0722,0.0459,0.1460,0.2795,0.0514,0.4641,0.5295,0.3401,0.1250,0.251610negated_ai,The company has not deployed artificial intelligence and has no plans to do so.,0.4253,0.4542,0.3269,0.1386,0.0256,0.1793,0.3287,0.0128,0.4253,0.4541,0.3269,0.1386,0.0256,0.1793,0.3287,0.0128,0.4154,0.4055,0.3515,0.1586,0.299311negated_ai,We have not implemented large language models or natural language processing capabilities.,0.2377,0.1535,0.1196,0.0781,0.0360,0.0429,0.0921,0.0529,0.2377,0.1535,0.1196,0.0781,0.0360,0.0429,0.0921,0.0529,0.2684,0.3272,0.2278,0.0400,0.082912negated_ai,Our business does not rely on artificial intelligence or machine learning technologies.,0.4308,0.4568,0.3217,0.1462,0.0718,0.2024,0.2937,0.1434,0.4308,0.4568,0.3217,0.1462,0.0718,0.2024,0.2937,0.1434,0.4318,0.4648,0.3386,0.1884,0.262813negated_ai,We have no investments in artificial intelligence infrastructure or GPU computing clusters.,0.4090,0.3508,0.4832,0.1010,0.0917,0.2412,0.2098,0.0928,0.4090,0.3508,0.4832,0.1010,0.0917,0.2412,0.2098,0.0928,0.3836,0.3125,0.4742,0.2247,0.188414ai_risk_boilerplate,"The use of artificial intelligence by us or by third parties may expose us to regulatory, reputational and legal risks.",0.4961,0.6617,0.4162,0.2118,0.2646,0.4847,0.3522,0.2903,0.4961,0.6617,0.4162,0.2118,0.2646,0.4847,0.3522,0.2903,0.4668,0.4350,0.3531,0.4607,0.314715ai_risk_boilerplate,Developments in artificial intelligence could render our products obsolete or less competitive.,0.5720,0.7908,0.4572,0.1209,0.1515,0.2779,0.4590,0.2263,0.5720,0.7908,0.4572,0.1209,0.1515,0.2779,0.4590,0.2263,0.5808,0.5798,0.4594,0.2505,0.422216ai_risk_boilerplate,"Issues in the development and use of AI, including generative AI, may result in reputational harm or liability.",0.4529,0.5720,0.3280,0.1342,0.2234,0.3161,0.2944,0.2523,0.4529,0.5720,0.3280,0.1342,0.2234,0.3161,0.2944,0.2523,0.4619,0.3888,0.3050,0.2825,0.249917ai_risk_boilerplate,"Our competitors may adopt artificial intelligence more quickly than we do, which could adversely affect our results.",0.4963,0.7435,0.3937,0.0616,0.1122,0.2258,0.3875,0.1976,0.4963,0.7435,0.3937,0.0616,0.1122,0.2258,0.3875,0.1976,0.5096,0.4902,0.4148,0.1987,0.346118paraphrase_no_keyword,We deploy neural networks to forecast demand and route inventory in our warehouses.,0.4952,0.3821,0.3819,0.1121,0.0995,0.1455,0.3155,0.1712,0.4952,0.3821,0.3819,0.1121,0.0995,0.1455,0.3155,0.1712,0.5201,0.5575,0.3785,0.1239,0.285119paraphrase_no_keyword,Our platform learns from customer data to personalize recommendations automatically.,0.2992,0.1627,0.1328,-0.0219,-0.0064,0.1025,0.1097,-0.0061,0.2992,0.1627,0.1328,-0.0219,-0.0064,0.1025,0.1097,-0.0061,0.3008,0.4153,0.2178,0.0959,0.102220paraphrase_no_keyword,We trained a transformer model on our proprietary data to classify documents.,0.3258,0.1937,0.1262,-0.0236,0.0231,0.1260,0.2159,0.0382,0.3258,0.1937,0.1262,-0.0236,0.0231,0.1260,0.2159,0.0382,0.3608,0.4731,0.2401,0.1153,0.210421paraphrase_no_keyword,Our software uses predictive models that improve as more data is collected.,0.4614,0.3088,0.2921,0.0989,0.1664,0.1988,0.2303,0.1600,0.4614,0.3088,0.2921,0.0989,0.1664,0.1988,0.2303,0.1600,0.4470,0.5138,0.4312,0.1887,0.217222automation_no_ai,We automated our invoice processing with robotic process automation software.,0.4836,0.3196,0.3157,0.0035,-0.0485,0.0980,0.5629,0.0245,0.4836,0.3196,0.3157,0.0035,-0.0485,0.0980,0.5629,0.0245,0.4718,0.4979,0.3264,0.0829,0.566723automation_no_ai,The plant installed automated assembly lines and reduced manual labor by 15 percent.,0.1596,0.2003,0.1140,0.0887,0.0407,-0.0303,0.4043,-0.0255,0.1596,0.2003,0.1140,0.0887,0.0407,-0.0303,0.4043,-0.0255,0.1727,0.2197,0.1129,-0.0283,0.408024automation_no_ai,Workforce restructuring reflects the deployment of automated logistics systems.,0.3533,0.3555,0.2464,0.1757,0.1207,0.1695,0.7312,0.0945,0.3533,0.3555,0.2464,0.1757,0.1207,0.1695,0.7312,0.0945,0.3220,0.3562,0.2052,0.1725,0.741925automation_no_ai,We continue to invest in process automation and digital transformation of our back office.,0.5143,0.4325,0.3886,0.2135,0.1016,0.2963,0.6171,0.1096,0.5143,0.4325,0.3886,0.2135,0.1016,0.2963,0.6171,0.1096,0.4928,0.4855,0.3499,0.2950,0.617026cyber_no_ai,We experienced a ransomware attack that disrupted our operations for several days.,0.1053,0.1293,0.0597,-0.0183,0.0533,0.3636,0.0919,0.1364,0.1053,0.1293,0.0597,-0.0183,0.0533,0.3636,0.0919,0.1364,0.0822,0.1410,0.0113,0.3639,0.086927cyber_no_ai,"Cybersecurity incidents, data breaches and unauthorized access to our systems could harm our business.",0.2641,0.3453,0.1903,0.1732,0.2510,0.6777,0.2974,0.3072,0.2641,0.3453,0.1903,0.1732,0.2510,0.6777,0.2974,0.3072,0.2060,0.2493,0.1245,0.6833,0.285928cyber_no_ai,We maintain a security operations center and conduct annual penetration testing.,0.2562,0.1204,0.2293,0.2434,0.1063,0.4829,0.1949,0.0659,0.2562,0.1204,0.2293,0.2434,0.1063,0.4829,0.1949,0.0659,0.2155,0.2682,0.1722,0.4952,0.196029utility_data_center_load,Load growth from new data center customers is expected to increase our retail energy sales.,0.2461,0.1740,0.2828,0.0917,0.0900,0.1018,0.1614,0.1310,0.2461,0.1740,0.2828,0.0917,0.0900,0.1018,0.1614,0.1310,0.2457,0.2209,0.1949,0.0990,0.166930utility_data_center_load,"We signed agreements to serve several large data centers, which require substantial new generation and transmission capacity.",0.2650,0.2097,0.3926,0.2127,0.1736,0.2589,0.2125,0.1096,0.2650,0.2097,0.3926,0.2127,0.1736,0.2589,0.2125,0.1096,0.2477,0.2399,0.3086,0.2690,0.208231utility_data_center_load,Our service territory is attracting data center and semiconductor manufacturing customers with significant electricity demand.,0.3343,0.3151,0.4019,0.1808,0.1412,0.2537,0.2674,0.1156,0.3343,0.3151,0.4019,0.1808,0.1412,0.2537,0.2674,0.1156,0.3251,0.3422,0.2940,0.2581,0.267032utility_data_center_load,"The utility filed a rate case to recover the cost of infrastructure serving large load customers, including data centers.",0.2250,0.2035,0.4215,0.1436,0.1541,0.2287,0.1983,0.1652,0.2250,0.2035,0.4215,0.1436,0.1541,0.2287,0.1983,0.1652,0.2154,0.2305,0.3073,0.2315,0.200433it_generic,We migrated our enterprise resource planning system to the cloud during the year.,0.3796,0.2778,0.4065,0.2141,0.1496,0.2250,0.3589,0.0661,0.3796,0.2778,0.4065,0.2141,0.1496,0.2250,0.3589,0.0661,0.3517,0.3506,0.3164,0.2262,0.351634it_generic,"Our information technology systems support order processing, inventory management and financial reporting.",0.3626,0.2058,0.1973,0.2455,0.0957,0.2717,0.3281,0.1765,0.3626,0.2058,0.1973,0.2455,0.0957,0.2717,0.3281,0.1765,0.3211,0.3692,0.1720,0.2813,0.323035it_generic,We invested in network equipment and data storage to support our growing customer base.,0.3565,0.3193,0.4334,0.1970,0.1455,0.3061,0.2156,0.1295,0.3565,0.3193,0.4334,0.1970,0.1455,0.3061,0.2156,0.1295,0.3534,0.3811,0.3340,0.3138,0.213236unrelated,Net sales increased 4 percent due to higher volumes in our beverage segment.,0.1723,0.1836,0.1501,0.0816,0.0546,0.0561,0.1321,0.0933,0.1723,0.1836,0.1501,0.0816,0.0546,0.0561,0.1321,0.0933,0.2001,0.1601,0.0981,0.0586,0.131237unrelated,The company declared a quarterly dividend of 0.25 dollars per share payable in March.,0.0949,-0.0195,0.0545,0.0930,-0.0400,0.0526,-0.0345,0.1318,0.0949,-0.0195,0.0545,0.0930,-0.0400,0.0526,-0.0345,0.1318,0.0833,0.0408,0.0330,0.0551,-0.038038unrelated,We lease our corporate headquarters under an agreement that expires in 2029.,0.1459,0.1195,0.0553,0.2795,0.1965,0.1619,0.1192,0.1811,0.1459,0.1195,0.0553,0.2795,0.1965,0.1619,0.1192,0.1811,0.1415,0.1699,0.0173,0.1718,0.123739unrelated,Interest expense decreased because of lower average borrowings under the credit facility.,-0.1066,0.0286,-0.0174,0.0096,0.1327,-0.0190,-0.0120,0.2383,-0.1066,0.0286,-0.0174,0.0096,0.1327,-0.0190,-0.0120,0.2383,-0.1131,-0.1408,-0.0184,-0.0153,-0.015840unrelated,Our effective tax rate was 21.4 percent compared with 22.1 percent in the prior year.,0.0129,-0.0070,0.0309,0.0783,-0.0114,-0.0195,-0.0002,0.0828,0.0129,-0.0070,0.0309,0.0783,-0.0114,-0.0195,-0.0002,0.0828,0.0288,0.0415,0.0114,-0.0108,-0.000741