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Apple details usage caps and paid tiers for server-based Apple Intelligence features

Apple published a new support document clarifying that Siri AI, Image Playground, Clean Up, Extend, Spatial Reframing, and certain Shortcuts and developer tools relying on server-side models will face usage limits. The company says limits will vary by feature, complexity, and demand, and that users who hit them will temporarily lose access before it's restored. Apple confirmed increased access can be purchased, though it hasn't disclosed exact thresholds or a rollout timeline.

Apple launches Reference Image feature to verify iPhone 18 Pro photo authenticity

Apple unveiled Apple Reference Image at its Surprise and Shine event, a new iPhone 18 Pro feature designed to confirm whether a photo is unaltered. The camera captures signed sensor data that Apple's Private Cloud Compute converts into an unchangeable reference version stored in the Photos app, which can be compared against edited copies to spot manipulation. Apple is also opening APIs for third-party app integration and adopting the SynthID standard to flag AI-generated or altered images.

Apple's iPhone 18 Pro adds Reference Image tool to verify unedited photos

Apple has unveiled a Reference Image feature on the iPhone 18 Pro that creates a cryptographic signature for photos at the moment of capture, allowing later verification of whether an image has been altered by AI. Using Apple Private Cloud Compute, the system lets users compare an edited photo against its original 'digital negative' and can share these signed authentication records with others. The feature will not roll out in the European Union or China, while Apple's own AI-generated images will instead carry SynthID watermarks.

Apple adds hardware-based 'Reference Image' mode to iPhone 18 Pro to verify authentic photos

Apple has introduced a new camera mode called Reference Image, launching with the iPhone 18 Pro and Pro Max, that cryptographically signs sensor data at capture to prove a photo hasn't been altered. Using Private Cloud Compute, the phone generates an unchangeable reference version of the image that users can compare against edited copies in the Photos app. Apple is also opening a Reference Image API for developers across iOS, iPadOS, and macOS, though the feature won't be available at launch in the EU.

Silver Lake merges Cegid and Silae into $11.6 billion European software group

Private equity firm Silver Lake is combining two of its portfolio companies, French business software maker Cegid and payroll platform Silae, into a single entity valued at over 10 billion euros. The merged company will unite payroll, accounting, e-invoicing and finance data under one roof, with a 1,400-person developer team dedicated to AI investment. The deal is expected to close in the first half of 2027 pending regulatory approval, with combined annual revenue projected at 1.9 billion euros.

Entrepreneur Op-Ed Urges Founders to Diversify Into Private Capital Markets

A contributor for Entrepreneur argues that founders and business owners are increasingly turning to private capital, not just public markets, to grow wealth. The piece explains that more than 99% of U.S. companies are privately held, and that many valuable businesses build significant worth well before any public listing.

Portillo's Founder Dick Portillo Built $1 Billion Hot Dog Empire After 1963 Start

Dick Portillo opened a hot dog stand in Chicago in 1963 with just $1,100, despite not knowing how to prepare a hot dog, and grew it into the Midwest's largest privately owned restaurant chain with 4,000 employees. In 2014 he sold Portillo's to private equity firm Berkshire Partners for nearly $1 billion, using the proceeds to buy a mansion, a private jet and a Florida waterfront home.

GrapheneOS pushes back release of redesigned Messages app

GrapheneOS announced it is issuing a new OS build to fix a volume bar UI bug introduced by an upstream Android security patch, along with a Private Space interface issue. As a result, the long-in-development overhaul of its Messaging app, which the team has worked on for months, will now arrive after this maintenance release rather than alongside it.

Why Samsung's Galaxy software edges out Google's Pixel, according to one longtime user

An Android Authority writer who regularly switches between Galaxy and Pixel devices explains why he keeps returning to Samsung phones, citing superior built-in apps and features. He points to Secure Folder outperforming Private Space, Samsung DeX beating Pixel's barebones Desktop Mode, and Modes and Routines, Samsung Notes, and Samsung Gallery each surpassing their Google counterparts.

Entrepreneur Contributor Warns Cheap Backlink Packages Waste Marketing Budgets

A veteran link-building seller argues that bargain backlink deals, such as a $199 offer for 50 links from sites rated Domain Authority 60+, typically deliver fabricated authority scores rather than real traffic. These links often come from recycled private blog networks, expired domains, or hacked sites with no genuine readership, meaning the metrics are manufactured rather than earned.

Explainer: How cold wallets keep cryptocurrency private keys offline and secure

Cold wallets are cryptocurrency storage methods that never connect to the internet, protecting the private keys needed to prove ownership of blockchain assets. These range from simple paper wallets listing 12 or 24 recovery words to dedicated hardware devices that sign transactions internally before connecting briefly via USB, Bluetooth or NFC to authorize transfers.

Pizza Hut sold to LongRange Capital as Yum Brands completes divestiture

Yum Brands has finalized the sale of Pizza Hut to private equity firm LongRange Capital, closing a deal first announced in June. The transaction comes after the chain closed hundreds of restaurant locations over the past year amid ongoing struggles in the pizza segment.