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Code generation mastery by LG

SEOUL (ANN/THE KOREA HERALD) – South Korean IT solutions leader, LG CNS, has introduced its proprietary large language model designed for code generation, providing developers with a powerful tool to address potential security concerns in artificial intelligence. 

In June 2023, LG CNS pioneered “AI Coding,” a service rooted in ChatGPT, empowering developers to effortlessly generate, convert, recommend, and error-check codes for systems, applications, or services. 

LG CNS has successfully utilised its AI-driven code generation service in constructing internal systems and seamlessly managing systems for corporate clients, showcasing its commitment to cutting-edge solutions.

While security risks faced by companies increase when using public generative AI platforms, LG CNS introduced an LLM to its code-generating service, catering to corporate clients who may be sensitive to data leakages. The firm referred to diverse open sources including Meta’s CodeLlama to realise its code-optimising LLM, the company added.

A developer uses the LG CNS AI Coding service. PHOTO: ANN/THE KOREA HERALD SOURCE

Users can simply deploy LLM in their existing cloud or on-premises infrastructure, which significantly minimises the possibility of leaks of their source code and customers’ personal information.

The firm’s LLM features an “orchestrator,” a tool that directs the flow of information, makes decisions, monitors and controls the language model to adhere to specific guidelines.

Even when a developer accidentally inputs a customer’s personal information, the orchestrator automatically detects, masks and removes the information from the language model.

LG CNS will also provide a consulting service to help corporate clients craft the optimal, specific “prompt” – an initial input that sets the context or starting point for the language model – to guide and generate a more detailed and desired type of response from the LLM.

When generating codes with AI Coding, corporate clients can choose either to use the firm’s own-developed LLM or Open AI’s ChatGPT, based on their respective industries and sectors, LG CNS added.

“With LG CNS’ AI Coding, we hope corporate clients will boost their efficiency and productivity in digital services,” said Kim Sun-jung, LG CNS’ chief technology officer.

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