Meta unveiled Muse Voice Transcribe, its first real-time audio perception model, capable of transcribing over 20 speakers simultaneously while switching between more than 20 validated languages, including mid-sentence code-switching. CEO Mark Zuckerberg demoed the tool on X, noting it uses adaptive delay to balance speed and accuracy. The model is now available through Meta's Mac AI app, Muse Code, and its Model API at $3 per 1,000 audio minutes.
A Damn Interesting feature recounts the ordeal of pharmacist Edmund Lawall, whose Manhattan drug store became the scene of a violent 1906 confrontation involving a fleeing doctor, an armed young man, and an enraged crowd of Yiddish-speaking immigrants. The piece situates this dramatic episode within the broader, little-known history of mass adenoid and tonsil operations performed on immigrant children in early 20th-century New York.
Google has begun rolling out a Battery Usage Summary feature to Pixel 10 and later devices, which flags unusual battery drain and points to the apps consuming the most power. The summaries appear at the top of the Battery usage page and are generated on-device using Gemini Nano, requiring the latest AI Core update to function.
Palo Alto Networks reported fiscal fourth-quarter revenue of $3.41 billion and adjusted earnings of $1.02 per share, both above analyst expectations, with revenue up 34% year-over-year. The company posted a net loss of $282 million due to one-time charges, a reversal from the prior year's profit, even as CEO Nikesh Arora pointed to rising AI-related cyberattacks as a long-term growth driver. Despite the earnings beat, shares fell roughly 2% in after-hours trading following a 5% drop during the regular session.
Dell Technologies reported fiscal second-quarter revenue of $46.97 billion and adjusted earnings of $7.04 per share, both well above analyst expectations, driven by strong AI server sales. The company raised its full-year guidance to $25.50 in adjusted earnings per share on $192 billion in revenue, up sharply from earlier projections of $17.90 per share and $165-169 billion.
Apple has updated its Maps app to display Lake Ontario as 'Lake America' for users in the United States, following a renaming order from President Trump. The change mirrors a similar update Google made earlier to its own mapping service.
OwnTime is a new app that lets users assign daily time budgets to a handful of priorities, running only one countdown at a time so starting one pauses the others. When a budget runs out, the app triggers a real alarm rather than a notification, and everything resets at midnight. It works independently on iPhone or Apple Watch, syncing the two when paired.
Bernstein's cr.yp.to blog post argues that switching protocols entirely to post-quantum (PQ) cryptography, rather than combining it with existing ECC, creates unnecessary security risk. He contends that PQ implementations will inevitably contain exploitable bugs, and keeping ECC alongside PQ limits the damage those flaws can cause, at minimal extra cost.
A blog post from a former technical surveillance countermeasures practitioner examines a long-circulated claim from spy-hunting training: that fluorescent tubes can passively pick up room audio through subtle light fluctuations caused by sound waves. The author lays out the physical reasoning behind the theory, then flags reasons for skepticism, including the near-vacuum gas pressure inside tubes and the phosphor coating's afterglow properties, both of which would work against capturing sound accurately.
OpenAI announced its upcoming Astra model has crossed what the company calls a critical cybersecurity threshold, meaning it can independently discover and exploit unknown software vulnerabilities without human guidance. The model reportedly scored perfectly on ExploitBench and found two zero-day flaws in an internal test, prompting OpenAI to limit access to its most advanced capabilities and add extra monitoring before release.
A critical vulnerability tracked as CVE-2026-82329 in JFrog's Artifactory repository manager allows attackers to bypass authentication and gain administrator-level access to affected systems. Security researchers report that exploitation attempts began soon after the flaw's public disclosure, putting unpatched deployments at immediate risk.
Internal testing of Google's upcoming Gemini 3.8 Flash model reportedly shows meaningful improvement in coding performance, an area where the company has trailed rivals Anthropic and OpenAI. The model is expected to be released publicly this week.
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