Sr. Content Developer at Microsoft, working remotely in PA, TechBash conference organizer, former Microsoft MVP, Husband, Dad and Geek.
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WWDC26 macOS guide

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What’s new in macOS 27

Take full advantage of the powerful capabilities of Mac.


Foundation Models framework

The Foundation Models framework is a native Swift API that gives you direct access to the same on-device model that powers Apple Intelligence. You can now work with any language model, including Apple Foundation Models , cloud models like Claude and Gemini, or any other provider that conforms to the Language Model protocol.

Multimodal prompts let you pass images alongside text so your app can reason about visual content, and Vision framework tools like OCR and barcode readers are available for your model to call directly, all on-device. Dynamic Profiles let you swap models, tools, and instructions on the fly, so your app’s behavior can adapt within a continuous session.

If you’re enrolled in the App Store Small Business Program and your app has fewer than 2 million total first-time App Store downloads, you can access the next generation of Apple Foundation Models running on Private Cloud Compute at no cloud API cost. And with the new Evaluations framework, you can verify that your AI features behave correctly across dynamic conditions, going beyond what unit tests alone can catch.


App Intents framework

Siri now connects to more of what people do in your app through the App Intents framework, making your content and actions available through natural language.

Entity schemas contribute your app's content to the Spotlight semantic index, so Siri can surface it with attribution back to your app. Intent schemas let people take action on that content naturally with no specific phrases to define and no code changes needed as Siri's language understanding evolves or expands to new languages and regional dialects.

The new View Annotations API lets you map your views to entities so people can reference and act on what's on screen conversationally. The App Intents Testing framework enables you to validate your entire integration through real system pathways, without UI automation, so you can catch issues early and ship with confidence.


Core AI

Core AI is a new framework built directly into the OS and purpose-built for Apple Silicon, providing the best way to bring your own models on-device — complete with supporting tools and technologies. A modern, memory-safe Swift API lets you load, specialize, and run AI models entirely on-device, keeping user data private and your apps responsive, with zero server dependencies and zero token costs. Models are automatically specialized for the hardware they run on, with ahead-of-time compilation support for quick load times. Fine-grained control over inference memory, zero-copy data paths, and stateful execution give you the performance you need to run everything from compact vision models to large-scale generative AI across all Apple platforms.


Platform improvements

Your app has new tools to look great and work smoothly across SwiftUI, UIKit, and WidgetKit. Refreshed materials, refined typography, and updated tab and navigation bars unify Apple platforms while letting your app keep its identity. With SwiftUI, you can now build high-performance document-based apps with direct disk access, reorder content across lists and grids, and lazily load subviews that prefetch content for smooth scrolling. UIKit adds new layouts that adapt for iPhone Mirroring, and widgets can now be customized through App Intents and dynamic styling.


Games and media

Game Porting Toolkit 4 introduces open source agentic coding skills that bring Metal and Apple game development best practices to every step of the porting process, helping you ship on Apple platforms faster. If your app works with audio or media playback, the Music Understanding framework lets it analyze audio across six dimensions on device. The NowPlaying framework connects your app's playback to the Lock Screen, Control Center, Dynamic Island, and CarPlay. And version 9 of the Core Image RAW processing APIs dramatically improves image quality with better sharpness and more defined color.


WebKit for Safari

WebKit for Safari 27 delivers over 1,000 browser engine improvements alongside new web platform features. Grid Lanes and Customizable Select expand layout and form control possibilities, while the HTML element and Immersive Environments bring spatial and immersive content natively to the web.

Building Safari web extensions just got easier — check out how you can build and test an extension with Xcode Cloud, no Mac required.


Spatial Preview framework

Mac Virtual Display transforms your workspace, enabling you to work on your Mac wherever you are with an enormous, private, and portable display. This year, that capability goes even further with the new macOS Spatial Preview framework that lets you preview spatial content from a Mac directly on Apple Vision Pro, and collaborate with others through SharePlay.

The Spatial Preview framework connects your Mac app to Quick Look on visionOS, so your users can immediately preview and update spatial photos, Apple Immersive Video, and 3D content with live USD editing on Apple Vision Pro. Move freely around 3D scenes, refine content placement, adjust lighting and material overrides, and share feedback using annotations — all within a spatial environment.


Features are subject to change. Some capabilities and services may not be available in all regions or all languages; some feature availability may vary due to local laws and regulations.

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Find out what's new for Apple developers

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Apple logo rendered in a glowing, three-dimensional metallic style with white, blue, and amber light refractions — centered against a black background, with the text "WWDC26" in silver below.

Discover the latest advancements on all Apple platforms and create even more unique, intelligent experiences in your apps and games with major enhancements across languages, frameworks, tools, and services. The latest SDKs bring incredible new features, including platform design refinements, powerful Apple Intelligence capabilities, and new AI development frameworks.

Explore what’s new

Install the latest beta software

Browse documentation and sample code

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151: GM Empowers EV Drivers: Energy Pass Unveiled & Free V2G Upgrades!

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A year ago, we spoke with GM Energy Chief Revenue Officer Aseem Kapur about the company's vehicle-to-home (V2H) system with PowerBank battery storage.

Now, he's back to update us on the evolution of GM's energy ecosystem. In this special mid-week edition of the podcast, Domenick Yoney and Tom Moloughney sit down with Aseem to discuss the real-world challenges and new solutions facing EV owners today.

We talk about the actual cost of home backup systems, grid arbitrage, and why GM favors certified V2H enablement kits over simple transfer switches to protect battery warranties. We also tackle the critical issue of EV education at the dealership level and how GM's 3D virtual "EV Concierge" is designed to simplify the process for buyers.

Finally, we look at how GM plans to resolve public charging fragmentation using the new GM Energy Pass—unifying access to major networks like Tesla and Ionna directly through the vehicle's native platform—alongside updates on bidirectional vehicle-to-grid (V2G) capabilities and future NACS adapter compatibility.





Download audio: https://dts.podtrac.com/redirect.mp3/audioboom.com/posts/8913924.mp3?modified=1780941674&sid=5141110&source=rss
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EP281: Deceiving Adversaries at Scale with Kevin Conley

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Download audio: https://traffic.libsyn.com/secure/cloudsecuritypodcast/2026-04-14-GSP-Ep272-1.0_AUDIO.mp3?dest-id=2641814
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Alison Brie

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Chris welcomes Alison Brie (Mad Men, Community, Masters of the Universe) onto the show to discuss the evolution of horror films, overanalyzing social situations, embarrassing yourself in front of famous people, and the glory of a permed mullet.  Make sure and see her films "Together" and "Masters of the Universe" as soon as you can!!

Learn more about your ad choices. Visit podcastchoices.com/adchoices





Download audio: https://pdst.fm/e/pscrb.fm/rss/p/mgln.ai/e/433/claritaspod.com/measure/traffic.megaphone.fm/QCD7114180803.mp3
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Why Anthropic just doubled Claude Cowork limits at no charge

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Anthropic has announced a limited-time promotion that doubles users’ five-hour usage limits in Claude Cowork.

Announced on Monday, it’s sure to win over some users with a promise of a double-stuffed helping at no extra charge during this period of tokenomics malaise. Claude Cowork is the company’s collaborative development environment, built for non-technical knowledge workers, and it can synthesize information from multiple sources to complete tasks without requiring the user to coordinate each step.

Double for free — do you mean for me?

Also used by software developers to shoulder tasks related to documents, data, and files, this offer is available to users on Pro, Max, and Team plans. It also extends to legacy seat-based users on Enterprise plans. 

Free plans and consumption-based Enterprise seats are not included in this promotion.

The exact terms stated by Anthropic inform us that, “From June 5, 2026, through July 5, 2026, your 5-hour usage limit in Cowork is doubled. Weekly usage limits remain unchanged. No action is required to participate. If you’re on an eligible plan, the doubled usage is automatically applied.”

This is Claude Cowork, not Claude

The 2x usage increase applies only to Claude Cowork. Usage limits for other Claude products — such as Claude on web, desktop, and mobile — remain unchanged.

Launched on January 12 of this year as a research preview, Claude Cowork allows users to point the tool at a specific folder, set of local files, or application(s) to return a finished deliverable. Users can modify the software’s subsequent actions through a standard chat interface.

“These kinds of promotions are a classic top-of-funnel move: Get developers and users at large hooked on the workflow before they’ve had time to think too hard about alternatives… the real lock-in is not around the model, but around your environment.” —Eric Paulsen, Coder.

Appealing as all this looks on the surface, will this “promotion” action (and, ah-hem, isn’t that a slightly dirty word to apply to a gleaming frontier model company?) actually push users and developers further down the funnel towards Anthropic?

Eric Paulsen, field CTO for the EMEA region at the secured, self-hosted, agentic AI development environment company Coder, tells The New Stack that he’s seen this kind of pincer movement before.

“These kinds of promotions are a classic top-of-funnel move: get developers and users at large hooked on the workflow before they’ve had time to think too hard about alternatives,” Paulsen says.

And, he thinks, it works.

“Why? Because once you’re deep into a particular provider’s harness and ecosystem, the costs to switch are too high; lifting and shifting your workflow is a project in itself. So the real lock-in is not around the model, but around your environment,” Paulsen says.

Why is AI portability so painful?

Paulsen references the cost to switch, and we know that migrating context between different models is painful, or nigh on impossible. But why is this the case?

This can result from tokenization incompatibility, as each large language model uses its own distinct tokenizer, chunking logic (to break information into smaller parts), and vocabulary size. There’s also the fact that there is no universal AI memory layer; i.e., as DevOps engineer Daniel Ginês has explained, the AI memory portability problem means user context is trapped.

“When you switch, you don’t lose the data – you lose the understanding,” stated Ginês

“Frontier models are today chasing the complexity of tasks in the benchmarking fight to prove their positions. But in reality, within the enterprise, the real complexity is in data, and that is where these models trip badly,” Dheeraj Pandey, DevRev.

The frontier model land grab continues

Part of this promo move by Anthropic may be down to the sheer number of mainstream television news reports now surfacing on how frontier model companies are operating and evangelizing. Perhaps the thinking is… when non-technical laypersons are in the line of fire for this kind of publicity, target the laypersons. That’s how you get lock-in, right?

Founder and CEO of enterprise AI and customer service platform company DevRev, Dheeraj Pandey tells The New Stack that lock-in only works (for Claude Cowork, or indeed Claude itself) if the software tools on offer “become precise, efficient, and safe” for long-term use.

“Frontier models are today chasing the complexity of tasks in the benchmarking fight to prove their positions. But in reality, within the enterprise, the real complexity is in data, and that is where these models trip badly,” says Pandey. “Generating code was a good universal goal for frontier models, but it was also the easiest goal. For co-work to truly work, frontier models need to get a lot more accurate on data retrieval, and GPUs alone can’t get us there.”

Pandey further explains that simple tasks that run on highly complex data continue (in his view) to “yield bad answers”, and he thinks this “over-reliance on MCP is not helping” us as an industry at large. 

Double the usage, double the risk?

In a now-overlaid blog post that heralded the initial launch of Claude Cowork, Anthropic warned of the risks of the tool when fed vague, ambiguous, or contradictory directions and instructions. Accidental file deletion and the potential for prompt injection were cited as possible 

“These risks aren’t new with Cowork,” stated Anthropic at the time. “But it might be the first time you’re using a more advanced tool that moves beyond a simple conversation.”

Six months on, Anthropic hasn’t been overgenerous in reassuring users about such fragilities, but does state that Claude Cowork is “designed with human oversight in mind” and, as it completes tasks, “consequential decisions remain with the user” going forward.

“Anthropic’s approach to agent safety, including how we think about trust, access, and control, is documented in our research,” stated the company.

After the promo party is over 

After July 5, 2026, 5-hour usage limits in Cowork return to their standard levels. There’s no change to user plans or billing.

Claude Cowork is available on all paid plans through the Claude desktop app.

The post Why Anthropic just doubled Claude Cowork limits at no charge appeared first on The New Stack.

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