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.

Teleport tackles agentic trust with new Agentic Identity Framework

Teleport has announced the launch of its new Agentic Identity Framework that defines policies, practices, developer tools, and a reference architecture for securely deploying agents in production. According to the company, agentic AI introduces new security challenges, as they invoke tools, access sensitive data, delegate tasks, and operate across environments at scale, all without human … continue reading

Anthropic makes tools within Claude interactive

Anthropic has announced that users will now be able to directly interact with certain tools within Claude. Claude already had the ability to connect to tools and take action on a user’s behalf in those tools, so what’s new today is the ability for the user to actually go in and interact with those tools … continue reading

This week in AI updates: GitHub Copilot SDK, Claude’s new constitution, and more (January 23, 2026)

GitHub Copilot SDK now in technical preview The SDK allows developers to embed agentic capabilities into their applications using the same execution loop used by the GitHub Copilot CLI. The SDK repository includes setup instructions, starter examples, and SDK references for all of the supported languages. GitHub recommends starting by defining a single task, such … continue reading

New Relic adds monitoring for ChatGPT apps

New Relic customers will now be able to monitor their custom ChatGPT apps to ensure they’re delivering the intended performance, reliability, and user experience. “Bringing business services into the natural flow of a ChatGPT conversation is a powerful, intuitive, and revenue-generating strategy,” said Brian Emerson, chief product officer of New Relic. “But once your carefully … continue reading

Codenotary updates its free SBOM scanning tool with capabilities that better support AI apps

Codenotary is adding new capabilities to its SBOM.sh service, which provides free analysis of software bills of materials (SBOMs). According to the company, the updates were made in consideration of AI applications, and the tool now treats datasets as software supply chain artifacts. “Traditional SBOM tools were built for an earlier era – focusing primarily … continue reading

AI lacks theory of mind – why that matters

A lot of interest has been garnered by large language models (LLMs) and their abilities, but there’s one ability that remains solely human.  We don’t share it with mammals or machines.  That ability is called “theory of mind,” and it’s the mind-reading ability that allows us to coordinate and collaborate with others. Mind reading sounds … continue reading

GitLab’s Duo Agent Platform is now generally available

GitLab has made its Duo Agent Platform generally available, providing development teams with agentic AI automation that has access to an organization’s full context, standards, and guardrails. The GA release includes Agentic Chat, providing context-aware assistance throughout the GitLab platform. Agentic Chat builds on the previously released Duo Chat, and brings in context from issues, … continue reading

Report: Companies with technical debt unlikely to see benefits from AI adoption

Organizations that have modernized their applications are three times more likely to see a clear ROI on their AI investments compared to those that haven’t, according to a new survey from Cloudflare. The 2026 App Innovation Report found that 93% of leaders believe that updating their software was “the single most important factor in boosting … continue reading

Box Extract intelligently pulls information from unstructured content to help with workflow automation

Box announced the launch of Box Extract, which intelligently pulls information from content and saves it as metadata, helping organizations automate workflows and accelerate decision-making by making information more easily accessible. According to the company, a lot of organizational knowledge lives in contracts, product specifications, policy documents, charts, and other types of unstructured content. Box … continue reading

Kaggle introduces Community Benchmarks to allow for custom evaluations of AI models

Kaggle has announced that it now offers Community Benchmarks, enabling AI practitioners to design, run, and share their own benchmarks for evaluating AI models. Kaggle is a community platform run by Google that offers models and resources for data scientists and machine learning practitioners. Last year, it had introduced Kaggle Benchmarks to provide evaluations from … continue reading

Newly redesigned Slackbot is now generally available

Salesforce announced that the newly redesigned Slackbot is now generally available, offering users an out-of-the-box AI agent that lives within Slack. “By bringing the full power of the Agentic Enterprise where billions of workplace conversations already happen every week, working with enterprise-grade AI becomes as natural as talking to a coworker,” Salesforce wrote in an … continue reading

Google unveils new open-source standard for agentic commerce

Google has announced a new open-source standard for agentic commerce called the Universal Commerce Protocol (UCP). Developed in collaboration with a number of commerce companies, including Shopify, Etsy, Wayfair, Target, and Walmart, UCP establishes a common language and primitives for the commerce journey between consumer surfaces, businesses, and payment providers. “As consumers embrace conversational experiences, … continue reading

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