GitHub Copilot Brings AI-Powered Coding Tool to Enterprise

GitHub Copilot Chat for enterprise becomes generally available in December, and the GitHub site is integrating the artificial intelligence assistant across its entire platform, promising that AI will infuse every step of the developer lifecycle. “Just as GitHub was founded on Git, today we are re-founded on Copilot,” the Microsoft-owned company announced this month. Powered by OpenAI’s GPT-4, the new configuration will offer inline Copilot Chat for code questions, contextual guidance and “slash commands” for /fix and /test. The AI tool is designed to assist coders with their everyday workflows with a series of “one-click” assists and other shortcuts. Continue reading GitHub Copilot Brings AI-Powered Coding Tool to Enterprise

Amazon Intros GenAI Service Bedrock and Its Own Titan LLM

Amazon is offering a new service called Bedrock that offers foundation models from AI21 Labs, Anthropic, Stability AI and Amazon, which is introducing two of its own models under its new brand, Titan. The models, which are accessible via API, will allow customers to build and scale generative AI-based applications using pre-trained, off-the-shelf systems that can be customized. Amazon’s Titan line includes a generative LLM that outputs text, the other is an embeddings LLM that translates text to numeric representations that carry the semantic meaning of the text. Embeddings are typically helpful when bridging concepts, like words and images. Continue reading Amazon Intros GenAI Service Bedrock and Its Own Titan LLM

Deepmind’s AlphaCode AI Can Program Like Human Coders

DeepMind researchers have trained an AI to solve computer coding challenges as well as the average person. In a paper published last week in the journal Science, the group from Google’s AI division described how AlphaCode performed when pitted against human programmers, ranking in the top 54.3 percent in simulated tests, commensurate with “approximately human-level performance.” “This performance in competitions approximately corresponds to a novice programmer with a few months to a year of training,” according to Science, which says about half the humans who compete in coding contests could outperform the AI. Continue reading Deepmind’s AlphaCode AI Can Program Like Human Coders