The impact of AI regulation on R&D

Artificial intelligence (AI) continues to maintain its prevalence in business, with the latest analyst figures projecting the economic impact of AI to have reached between $2.6 trillion and $4.4 trillion annually.  However, advances in the development and deployment of AI technologies continue to raise significant ethical concerns such as bias, privacy invasion and disinformation. These concerns … continue reading

GraphRAG – SD Times Open Source Project of the Week

GraphRAG is an open source research project out of Microsoft for creating knowledge graphs from datasets that can be used in retrieval-augmented generation (RAG). RAG is an approach in which data is fed into an LLM to give more accurate responses. For instance, a company might use RAG to be able to use its own … continue reading

Microsoft gives up its observer seat on OpenAI’s board

Yesterday Microsoft announced that it was giving up its observer board seat at OpenAI, a company it has invested over $10 billion in and whose AI models are heavily integrated across the Microsoft product line. Microsoft’s board seat was a nonvoting seat, meaning they were only on it to observe what the board was doing. The … continue reading

IDPs may be how we solve the development complexity problem

Developers today are responsible for a lot more than the developers of 10 years ago were. Not only do they write code, but they’re managing quality, security, incidents, observability, infrastructure, and more. This has led to a lot of tool sprawl in development environments. Developers need an IDE to write the code, an incident management … continue reading

AWS Summit: AWS App Studio, Amazon Q Apps, and more

Amazon hosted its annual AWS Summit today in NYC where it announced several updates related to its generative AI offerings. Here are the highlights from today’s event: AWS App Studio now in preview AWS App Studio is a no-code platform for building applications using generative AI, without having to have any software development knowledge. For … continue reading

Q&A: Evaluating the ROI of AI implementation

Many development teams are beginning to experiment with how they can use AI to benefit their efficiency, but in order to have a successful implementation, they need to have ways to assess that their investment in AI is actually providing value proportional to that investment.  A recent Gartner survey from May of this year said … continue reading

Anthropic adds prompt evaluation feature to Console

Anthropic’s developer Console now allows developers to generate, test, and evaluate AI prompts, allowing them to ultimately improve response quality.  Claude 3.5 Sonnet introduced a built-in prompt generator that allows a user to describe a task and have Claude convert it into a high-quality prompt. For example, they could describe that they need to triage … continue reading

OpenSilver 3.0 adds AI-assisted UI designer

Userware, the company behind OpenSilver, an open-source .NET UI framework, have announced the release of OpenSilver 3.0. The update introduces an AI-based UI editor (still in preview), a drag-and-drop UI designer, and an online XAML designer. The new AI-powered UI editor will allow developers to create applications or make changes to specific UI elements using … continue reading

Working toward AIOps maturity? It’s never too early (or late) for platform engineering

Until about two years ago, many enterprises were experimenting with isolated proofs of concept or managing limited AI projects, with results that often had little impact on the company’s overall financial or operational performance. Few companies were making big bets on AI, and even fewer executive leaders lost their jobs when AI initiatives didn’t pan … continue reading

Boomi API Control Plane allows for easier discovery and governance of APIs

Boomi is helping companies more easily discover, manage, and govern all of their APIs with the launch of the Boomi API Control Plane.  This new offering utilizes technology gained from Boomi’s recent acquisition of the federated API management company APIIDA.  According to Boomi, organizations can sometimes have “shadow APIs,” which are APIs that exist outside … continue reading

Companies still need to work on security fundamentals to win in the supply chain security fight

Though this is technically a “Buyer’s Guide” by SD Times terminology, let’s preface this article by remembering that buying a piece of software isn’t the key to fixing all security issues. If there was some magical security solution that could be installed to instantly fix all security problems, we wouldn’t be seeing a year-over-year increase … continue reading

A guide to supply chain security tools

The following is a listing of vendors that offer tools to help secure software supply chains, along with a brief description of their offerings. Featured Provider HCLSoftware: HCL AppScan empowers developers, DevOps, and security teams with a suite of technologies to pinpoint application vulnerabilities for quick remediation in every phase of the software development lifecycle. … continue reading

JetBrains now allows Qodana to be self-hosted

JetBrains has announced the release of a self-hosted version of its code quality platform Qodana.  Qodana is a static code analysis tool that integrates into JetBrains’ IDEs, allowing issues to be addressed directly within the IDE. “Since launching the cloud version of Qodana last summer, we kept receiving requests for a self-hosted version. Following successful … continue reading

From diagrams to design: How AI transforms system design

I’ve always been captivated by AI’s potential, not just to execute programmed tasks but to learn and perform complex functions. However, it’s disingenuous not to recognize the cycles of heightened expectations and subsequent disillusionments that AI has suffered from, often marked by swings in funding and interest in the field. Since my days studying Mathematics … continue reading

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