AI and ML are critical for enabling autonomous, self-optimizing Wi-Fi networks capable of managing dense deployments and real-time performance demands. AI/ML reduces operational costs, improves reliability and security and delivers a more consistent quality of experience. Proprietary approaches, inconsistent data quality, and closed interfaces slow innovation and increase integration costs. Interoperable frameworks - not algorithms - will be key to success. Interoperability must include data models, telemetry, APIs, and model lifecycle management.
Consider this snapshot of the near future: You're in a taxi on the other side of the world. You pay your driver with the same digital wallet you use at home, and he receives the money in his wallet linked to the local instant payments network. He's set a rule in his bank app-"send 30% of every payout to my family back home"-and funds are converted immediately to a third currency and delivered to relatives in a country thousands of miles away.
Yaghi describes AI not as a silver bullet, but as an advanced form of statistical pattern recognition-tools that can identify trends in data that may be difficult or time-consuming for people to uncover on their own. The real opportunity, he says, depends heavily on what farms are already doing. Operations that are consistently collecting and digitizing high-quality data are better positioned to benefit, whether the goal is lowering per-cow costs in a dairy, improving financial analysis, or identifying operational efficiencies.
Have you ever asked Alexa to remind you to send a WhatsApp message at a determined hour? And then you just wonder, 'Why can't Alexa just send the message herself? Or the incredible frustration when you use an app to plan a trip, only to have to jump to your calendar/booking website/tour/bank account instead of your AI assistant doing it all? Well, exactly this gap between AI automation and human action is what the agent-to-agent (A2A) protocol aims to address. With the introduction of AI Agents, the next step of evolution seemed to be communication. But when communication between machines and humans is already here, what's left?
Moca has open-sourced Agent Definition Language (ADL), a vendor-neutral specification intended to standardize how AI agents are defined, reviewed, and governed across frameworks and platforms. The project is released under the Apache 2.0 license and is positioned as a missing "definition layer" for AI agents, comparable to the role OpenAPI plays for APIs. ADL provides a declarative format for defining AI agents, including their identity, role, language model setup, tools, permissions, RAG data access, dependencies, and governance metadata like ownership and version history.
Need to lend your neighbor your car? The newest version of the digital key specification allows vehicle owners to text a copy of the key to other people. Last month, over a dozen automobile and smartphone manufacturers gathered in Palo Alto, California, for the 16th annual "Plugfest," hosted by the Car Connectivity Consortium (CCC) to test out the latest in digital key technology.
That Meta's move has propelled the concept of the metaverse into the public consciousness, bringing with it no shortage of brands into the space, is no bad thing. Very few of us beyond niche communities were talking about 'the metaverse' two years ago. And now we are.
Interoperability is something the title industry needs now more than ever. Our clients consistently tell us that being able to work with the banks, the underwriters and the technology providers they trust most often on a file-by-file basis is critical to their success, he said. That usually means something different from business to business, market to market and order to order. One firm may need one combination of technologies and underwriters for their needs, while the next may want a completely different blend.
The Department of Veterans Affairs has rectified issues with its new electronic health record system and is all set to resume software deployments in just a few months, VA Secretary Doug Collins assured lawmakers on Wednesday, despite a host of unresolved recommendations from an agency watchdog on how to streamline the project. VA is preparing to restart rollouts of its new Oracle Health EHR system on April 1, following an operational pause in April 2023 that froze go-lives at most of the agency's medical facilities.
AI plays an important role-but not by fixing fragmented data on its own. The work of organizing, connecting, and interpreting healthcare information still belongs to people and the systems they build. Where AI helps is after that foundation is in place: by bringing the right information forward at the right time, reducing the effort it takes to find what matters, and supporting better decisions in the moment of care.
The Old Internet is built on Internet Protocol version 4. This was first used on ARPANET in 1983. It's the IP version that launched the modern Internet. It's what we - or at least the general public - think of as an IP address. Under the covers it's a 32 bit long identifier, but it's always displayed as four decimal numbers separated by periods, e.g. "208.87.129.176".
The cloud giants say they've built a tool "to transform how cloud service providers connect with one another." It links Google's Cross-Cloud Interconnect with AWS Interconnect, allowing customers to set up a private high-speed link between resources running on their respective clouds. The two companies claim they've produced a new open specification for network interoperability, with the API available for other providers to adopt.
Europe's long-running struggle to define digital sovereignty - and to turn it into something practical - is reaching an inflection point. That was the message at this year's Gaia-X Summit in Porto, where executives and governments argued that the continent finally has the technical foundations for sovereign data sharing. All it needs now is the political will, economic models, and global partnerships to make it work at scale.
The change represents an important step in Epic's long-running vision of turning Fortnite into an open metaverse that's a big 3D social space with a huge number of experiences to participate in with your friends. Epic has been marching down this path for years with Fortnite itself by putting an increased focus on creator-made experiences and making browsing through those experiences in the Fortnite lobby feel like scrolling YouTube. You can even check out experiences on the web - and buy new Fortnite outfits in your browser, too.
Google proposed a number of changes in the €2.95B EU antitrust fine over its ad technology. The changes include changes to Google Ad Manager and increasing the interoperability between its tools. Google still plans to appeal the ruling. Google wrote, "As required, we have submitted our compliance plan..." They did a similar thing with the US monopoly case, offering its own remedies.
Software keeps evolving, and with it, the design experience. In recent years, this evolution has accelerated- machine learning, AI, prompts, and integrated workflows have moved from the periphery to the core of design practice, becoming part of the shared language between software and users. As these tools take hold, a key question emerges: How will this reshape our experience of designing architecture in the future?
Billed as a shared, standardised language for how AI agents communicate across advertising, it's supposed to bring order to the next wave of machine-driven media. Instead, its debut last week triggered more debate than consensus.
Snowflake, together with partners, is introducing the open-source initiative 'Open Semantic Interchange' (OSI). The initiative aims to create a standard for semantic metadata in AI and BI applications. The problem is ubiquitous in the modern data world. Every tool interprets business statistics differently, leading to confusion and undermining trust in AI-driven insights. As AI transforms the way companies use data, this challenge is only growing.
The global supply chain is all about modern logistics today, but it is also fragmented and complex. With different carriers, ports, customs agencies, and logistics companies all using their own unique systems and data formats, it is a recipe for miscommunication, inefficiency, and costly delays. This lack of a common language is particularly evident in the " track and trace " process. When a container moves from a carrier's system to a port's system to a customs agency's system, the data often doesn't transfer seamlessly.
Non-profit technology advocacy group The MACH Alliance has forged new connections for agent-to-agent AI services. Standing up for the proposed benefits of Microservices-based, API-first, Cloud-native SaaS and Headless technologies, alliance members include firms from PayPal to MongoDB to Google Cloud. The group wants to "clarify the how" in agent-to-agent ecosystem interconnections through connected composable architectures. Certifications and governance The Alliance is refreshing its positioning to drive interoperability through new certifications and governance standards.
"This initiative aims to build a smarter, more secure, and more personalized health care system - one that improves patient outcomes, reduces provider burden, and drives greater value through private-sector innovation and aligned federal leadership," CMS spokesperson Catherine Howden said in a written statement.
The CAFC held that directPacket's patent claims did not improve device interoperability functionality, deeming them too abstract and general to qualify for eligibility.