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Deloitte survey: only 15% of firms have scaled multi-agent AI deployments

Deloitte surveyed 501 senior business leaders driving AI strategy and found most companies remain stuck testing or expanding AI agents rather than running them at scale. Just 15% have achieved orchestrated multi-agent deployments across functions like customer service, IT and engineering, while 42% are still testing small numbers of agents and 43% are expanding pilots.

AliExpress Caught Using Inaudible Audio Signals to Fingerprint Site Visitors

Researcher Matthew Callaghan discovered AliExpress running hidden scripts that generate silent, inaudible sound waves through the WebAudio API to create a unique fingerprint of each visitor's browser. He noticed the tracking only because it interfered with his multipoint Bluetooth headphones, cutting off phone audio whenever the AliExpress tab was open. The scripts muted the sound with a zero gain setting so users would never notice, but the browser still processed and transmitted the audio data back to the site.

CNET Test Finds Gemini Outperforms ChatGPT on Visual Recognition Tasks

CNET ran a side-by-side comparison of ChatGPT and Gemini's ability to interpret images, including handwritten notes scribbled on an e-ink tablet using a passage from The Hound of the Baskervilles. In this test, ChatGPT struggled to correctly transcribe the messy handwriting, misreading key phrases and producing largely inaccurate output compared to what was actually written.

Entrepreneur Op-Ed: 40% of Small Businesses Hire Family, but Warns of Hidden Risks

A business owner writing for Entrepreneur shares lessons from years of hiring relatives, noting a report that found over 40% of small businesses employ family members. The author recounts a personal case where a relative's abrupt, poorly explained departure damaged both the business and family relationships long after the job ended.

Panasonic Q, the GameCube/DVD hybrid, now commands over $1,000 on resale market

The Panasonic Q combined a GameCube with a DVD and CD player in one chassis, but the two functions operated as separate systems rather than a true integration—game audio stayed on standard analog output while home theater features like Dolby Digital and DTS applied only to movie playback. Users had to manually toggle between gaming and DVD modes with a hardware switch, and the console shipped with matching Panasonic-branded controller and remote. Today, original units sell for well over $1,000 due to their rarity and collector interest.

Kern launches as a 1.5 MB daemonless container runtime for untrusted code

Kern is a new open-source tool that runs rootless, kernel-enforced containers from a single 1.52 MB static binary, with no background daemon or socket required. It can pull and build OCI images, launch a sandboxed shell in about 3.5 milliseconds, and apply CPU, memory, disk and device limits either inside a sandbox or directly to processes on the host via named resource profiles set in a kern.toml file.

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