Artificial intelligence
95 of 521 companies dropped a paragraph in Risk Factors that uses one of these words:
AI, artificial intelligence, machine learning, generative, large language model.
The paragraph was in the earlier 10-K and nothing like it is in the latest.
It counts text; it does not say how serious a risk is. Words in capitals only (such as AI) must be in capitals.
By sector
Sector is the SEC's industry description of the company. Each count opens that sector's quotes below.
| Sector | Companies | Compared |
|---|---|---|
| Men's & Boys' Furnishgs, Work Clothg, & Allied Garments | 2 | 2 |
| Rubber & Plastics Footwear | 2 | 2 |
| Transportation Services | 2 | 2 |
| Air Courier Services | 1 | 1 |
| Communications Equipment, NEC | 1 | 1 |
| Electrical Industrial Apparatus | 1 | 1 |
| Heavy Construction Other Than Bldg Const - Contractors | 1 | 1 |
| Insurance Carriers, NEC | 1 | 1 |
| Leather & Leather Products | 1 | 1 |
| Miscellaneous Food Preparations & Kindred Products | 1 | 1 |
| Newspapers: Publishing or Publishing & Printing | 1 | 1 |
| Paper Mills | 1 | 1 |
| Retail-Eating & Drinking Places | 1 | 1 |
| Retail-Radio, Tv & Consumer Electronics Stores | 1 | 1 |
| Telephone & Telegraph Apparatus | 1 | 1 |
| Wholesale-Medical, Dental & Hospital Equipment & Supplies | 1 | 1 |
| Wholesale-Motor Vehicle Supplies & New Parts | 1 | 1 |
| Surgical & Medical Instruments & Apparatus | 5 | 10 |
| Retail-Eating Places | 2 | 4 |
| Fats & Oils | 1 | 2 |
| Industrial Organic Chemicals | 1 | 2 |
| Printed Circuit Boards | 1 | 2 |
| Retail-Catalog & Mail-Order Houses | 1 | 2 |
| Services-Medical Laboratories | 1 | 2 |
| Services-To Dwellings & Other Buildings | 1 | 2 |
| Ship & Boat Building & Repairing | 1 | 2 |
| Semiconductors & Related Devices | 7 | 15 |
| Orthopedic, Prosthetic & Surgical Appliances & Supplies | 2 | 5 |
| Services-Computer Programming, Data Processing, Etc. | 2 | 5 |
| Investment Advice | 3 | 8 |
| National Commercial Banks | 4 | 11 |
| Insurance Agents, Brokers & Service | 2 | 6 |
| Air Transportation, Scheduled | 1 | 3 |
| Computer & office Equipment | 1 | 3 |
| Computer Communications Equipment | 1 | 3 |
| Life Insurance | 1 | 3 |
| Retail-Auto Dealers & Gasoline Stations | 1 | 3 |
| Services-Computer Integrated Systems Design | 1 | 3 |
| Services-Consumer Credit Reporting, Collection Agencies | 1 | 3 |
| Finance Services | 8 | 28 |
| Electric Services | 4 | 15 |
| Services-Business Services, NEC | 4 | 16 |
| Electronic & Other Electrical Equipment (No Computer Equip) | 1 | 4 |
| Search, Detection, Navigation, Guidance, Aeronautical Sys | 1 | 4 |
| Security & Commodity Brokers, Dealers, Exchanges & Services | 1 | 4 |
| Services-Computer Processing & Data Preparation | 1 | 4 |
| Services-Prepackaged Software | 4 | 19 |
| Beverages | 1 | 5 |
| Biological Products, (No Diagnostic Substances) | 1 | 5 |
| Computer Storage Devices | 1 | 5 |
| Industrial Instruments For Measurement, Display, and Control | 1 | 5 |
| Laboratory Analytical Instruments | 1 | 5 |
| Crude Petroleum & Natural Gas | 1 | 7 |
| Security Brokers, Dealers & Flotation Companies | 1 | 7 |
| Pharmaceutical Preparations | 1 | 11 |
| Electric & Other Services Combined | 1 | 12 |
| Fire, Marine & Casualty Insurance | 1 | 12 |
199 paragraphs · Electric Services show all sectors
As a source of critical infrastructure, the energy industry is at heightened threat of cyber-attacks, which are becoming increasingly more difficult to anticipate and prevent due to their rapidly evolving nature. We cannot anticipate, detect, or implement fully preventive measures against all cybersecurity threats because the techniques used are increasingly sophisticated and constantly evolving and in some cases, assisted by artificial intelligence.
Read in the 10-K filed Feb 27, 2025 ↗
The Company’s growing use of AI systems in its operations, services and products poses inherent risks, which may cause operational and reputational harm.
Read in the 10-K filed Feb 26, 2025 ↗
Longer term, APS has been preparing for and can serve significant load growth from residential and business customers. On top of these existing growth trends, APS is also now receiving unprecedented incremental requests for service from extra-large commercial energy users (over 25 MW) with very high energy demands that persist virtually around-the-clock. These incremental requests for service by extra-large energy users far exceed available generation and transmission resource capacity in the Southwest region for the foreseeable future. APS is exploring available options for securing sufficient electric generation and transmission to meet these projections of future customer needs; however, there are difficulties in properly forecasting the demands of these extra-large customers due to factors such as the nascent nature of the industries (e.g., artificial intelligence) that these customers are supporting and the multiple variables that impact their usage ramp-up and ultimate level of demand. As data center and other extra-large customer opportunities evolve and develop, we may also enter into arrangements with customers and potential customers that require us to invest capital and assume credit risk related to such developments and the related generation and transmission investments before we receive any potential return. APS is implementing strategies to attempt to reduce this risk; however, the difficulty in forecasting these demands and the additional risk of these arrangements could lead to stranded costs and other effects that could have material adverse impacts on APS’s financial condition, results of operations, and cash flows.
Read in the 10-K filed Feb 25, 2025 ↗
AI technologies are still in their early stages of development and deployment. Ineffective or inadequate AI development or deployment practices by PPL, its subsidiaries or third-party vendors could result in unintended consequences. While we seek contractual protections with our third-party vendors regarding the use of AI technology, we may not have full awareness of, or control or visibility over, the quality, performance, security or compliance of the products and services that incorporate AI-related technology used by such vendors. AI algorithms that we or our third-party vendors use may be flawed or may be based on datasets that are biased or insufficient. These limitations or failures, or inaccurate results generated as a result of our employees’, contractors’ or vendors’ use or misuse of AI technologies could lead to operational interruptions or otherwise adversely affect our business, reputation or financial results. Developing, testing, and deploying resource-intensive AI systems may require additional investment and increase our costs. In addition, the rapidly evolving nature of AI technologies may cause new laws and regulations to be enacted which could dramatically affect business practices, including the costs to comply with such new laws and regulations. We cannot predict the future development of AI technologies and the nature of any related new laws and regulations, and their costs and consequences.
Read in the 10-K filed Feb 13, 2025 ↗