Artificial Intelligence and Machine Learning explained

AI, or artificial intelligence, is technology that attempts to simulate human cognitive function. A  popular use case right now is ChatGPT, which allows you to conversationally ask questions to a chatbot and get back relevant information because the AI can understand what you’re asking in plain language. Beyond just answering questions, these AIs are capable of writing code, creating detailed plans based on your specifications, summarizing documents, and more.

AI has made its way into the software development space in a number of ways. AI can be baked into applications to improve end user experience by creating personalized recommendations and tailoring experiences to the end user. AI-assisted development tools can complete the piece of code you started writing, or even offer suggestions for how to improve your code. Generative AI chatbots, such as ChatGPT, can be used to ask for specific code snippets to perform a task, can explain what is happening in a piece of code, or can be used to troubleshoot why your code isn’t working as intended.

Read the articles below for more information on what you need to know about AI.

AI agents are transforming the software development life cycle

Earlier this year, the analyst firm Forrester revealed its list of the top 10 emerging technologies of 2024, and several of the technologies on the list related to AI agents – models that don’t just generate information but can perform complex tasks, make decisions and act autonomously.  “Earlier AIs that could go do things were … continue reading

NVIDIA unveils new AI model for generating audio

NVIDIA has announced that its researchers have developed a new generative AI model capable of creating audio from text or audio prompts. Fugatto, which is short for Foundational Generative Audio Transformer Opus 1, can create music from text prompts, remove or add instruments from existing audio, or even change the accent or emotion in a … continue reading

OpenAI announces new features for developers

OpenAI has just made a number of announcements that developers working with its products ought to know about.  First, the company announced that the API and ChatGPT now have access to the latest GPT-4o snapshot: gpt-4o-2024-11-20. This snapshot features better creative writing ability, with more natural, engaging, and tailored responses. Its ability to work with … continue reading

New report highlights overconfidence vs reality of AI implementation

With all the potential benefits promised by the use of AI, it’s no wonder companies are wanting to get in on the action. But a new survey from Capital One reveals a stark disconnect between how confident business leaders are in their company’s ability to implement AI and how the technology professionals actually implementing the … continue reading

What’s new from Microsoft Ignite 2024

Microsoft’s annual development and IT conference, Microsoft Ignite, kicked off this morning, with announcements ranging from updates to Microsoft 365 Copilot to a new bug bounty event for AI vulnerabilities.  Here is a list of some of the highlights from the event:  Microsoft 365 Copilot updates The company announced several new capabilities across Microsoft 365 … continue reading

Anthropic adds new feature to help developers improve prompts

Anthropic is making it easier for developers to leverage best practices of prompt engineering by adding a feature for improving prompts and allowing example responses to be managed within the Anthropic Console.  According to Anthropic, while prompt quality is important, it can be time-consuming to implement best practices, and those best practices might also vary … continue reading

JetBrains reveals 2024.3 releases of its AI Assistant and IDEs

JetBrains has announced the 2024.3 releases of its AI Assistant and several of its IDEs. AI Assistant 2024.3 adds support for Gemini models, enabling users to now choose between models from Gemini or OpenAI, or use local models. The assistant also now offers advanced code completion, enhanced context management, and inline prompt generation.  “We’re excited … continue reading

Report: What sets AI Leaders apart from the rest

Companies that are successfully maximizing their AI investments are seeing at least a 25% improvement in their revenue growth rate, according to a new report from IBM. The company surveyed 2,000 companies across the U.S., U.K, India, Japan, and Germany, and categorized 15% as AI Leaders who are ahead of their peers and the other … continue reading

GitHub Copilot chat now provides guidance on rewording prompts

GitHub Copilot’s chat functionality is being updated to provide developers guidance on how to reword their prompts so that they can get better responses.  Microsoft shared that user feedback on GitHub Copilot indicated that some developers struggle with creating prompts, including understanding phrasing and what context to include.  “In some cases, the experience left users … continue reading

Google researchers successfully found a zero-day vulnerability using LLM assisted vulnerability detection

One of Google’s security research initiatives, Project Zero, has successfully managed to detect a zero-day memory safety vulnerability using LLM assisted detection. “We believe this is the first public example of an AI agent finding a previously unknown exploitable memory-safety issue in widely used real-world software,” the team wrote in a post. Project Zero is … continue reading

Microsoft enhances Data Wrangler with the ability to prepare data using natural language with new GitHub Copilot integration

Microsoft has announced that GitHub Copilot is now integrated with Data Wrangler, an extension for VS Code for viewing, cleaning, and preparing data.  By integrating GitHub Copilot capabilities into the tool, users will now be able to clean and transform data in VS Code with natural language prompts. It will also be able to provide … continue reading

WSO2’s latest product release allows AI services to be managed like APIs

The API management platform WSO2 has announced a slew of new updates aimed at helping customers manage APIs in a technology landscape increasingly dependent on AI and Kubernetes. The updates span the releases of WSO2 API Manager 4.4, WSO2 API Platform for Kubernetes (APK) 1.2, and WSO2 API Microgateway 3.2, which are all available today.  … continue reading

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