Flox Intelligence is building AI to keep wildlife away from trains, airports, and roads

techcrunch.com Oct 14, 2026

Flox Intelligence is building AI to keep wildlife away from trains, airports, and roads

Curated by Shubham · TechCapsules · Oct 14, 2026

AI-summarised brief · reviewed before publication

Flox Intelligence, founded by Sara Nozkova, develops AI‑powered edge devices that detect wildlife near infrastructure and emit species‑specific deterrent sounds. The system uses motion sensors, on‑device cameras, and adaptive audio to prevent animals from colliding with trains, airports, and roads, reducing costly delays and damage. With 150 units deployed across North America, Europe, and Australia, Flox offers a subscription‑based software platform for monitoring and compliance. The startup, a finalist at TechCrunch Disrupt, projects $1.5 million revenue by 2026.

💡 Why It Matters

· By tailoring deterrents to animal behavior, Flox reduces infrastructure damage and animal casualties, addressing a $272 million annual cost in U.S.
· aviation and thousands of train delays in France.

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Facebook is giving users more control over their algorithm

Meta unveiled “Your Algorithm,” an AI‑powered tool that lets Facebook users dictate the content appearing in their Feed and Reels through natural‑language preferences. Launched after a similar feature on Instagram, the tool replaces purely automated recommendations with user‑directed input, allowing real‑time adjustments. Meta added a new three‑dot menu option for easy access, letting users mark posts as “Interested” or “Not interested” and provide detailed feedback. The feature aims to make recommendations more relevant and mirrors streaming‑style personalization.

💡 By granting users direct influence over algorithmic curation, Meta shifts from opaque recommendation models to a more transparent, user‑driven experience, potentially redefining how social platforms balance engagement with user agency.

thehackernews.com · Oct 14

An AI Agent Found a Critical OTP Bypass in Production. The Attack…

Reflectiz’s AI pentesting agent discovered a critical OTP bypass on a major insurer’s production website. By manipulating the login request’s channel and address fields, the agent redirected the one‑time passcode to an email inbox it controlled, allowing successful authentication without the registered phone number. The flaw, uncovered during live testing, exposed a basic authentication oversight that could let attackers access customer accounts. The insurer was notified, and the incident underscores the limitations of traditional point‑in‑time testing.

💡 The breach shows how automated, continuous testing can expose vulnerabilities that static scans miss, forcing insurers to rethink security protocols.

9to5mac.com · Oct 14

macOS 27.2 Golden Gate beta 4 now available, here’s what’s coming [U:…

Apple released the fourth developer beta of macOS 27.2 Golden Gate, available to the public and developers at 5:56 p.m. ET. The update follows a weekly cycle after a two‑week pause between betas 2 and 3. Key changes include Siri AI adding French, Japanese, Korean, Portuguese, and Spanish support, expanding beyond its initial English‑only rollout. New gesture‑recognition tools appear in built‑in apps, hinting at a forthcoming touchscreen MacBook Pro. The beta’s build number is 26B5112a, likely the final pre‑RC release for developers testing new features today.

💡 Expanding Siri AI to five languages broadens Apple’s AI ecosystem, positioning it to compete in global markets. Gesture tools foreshadow a touchscreen MacBook, signaling a shift in Apple’s hardware strategy.

appleinsider.com · Oct 14

That five-year-old Apple TV 4K is getting Siri AI

Apple has announced that its new Siri AI will be available as a beta on Apple TV 4K models from the second generation onward, covering devices released since 2021. The update introduces a conversational Siri with natural‑language searches, follow‑up questions, and personalized recommendations, plus a full‑screen interface for browsing titles. Users can ask about Emmy winners, request suggestions, or inquire about current shows, with responses displayed in an overlay that does not interrupt playback. The feature requires tvOS 27.2 and a paired iPhone or iPad running the latest software, and initially supports English in eight countries.

💡 By extending advanced AI to older hardware, Apple expands the reach of its ecosystem without forcing consumers to upgrade, reinforcing its strategy of incremental software enhancements to maintain user loyalty.

ign.com · Oct 14

Battlefield 6 Skins With Way Too Many Pistols and Spelling Errors Spark…

Battlefield 6’s latest battle pass has sparked backlash after fans discovered character skins with glaring design flaws and spelling mistakes. One skin shows a Batman‑style soldier equipped with five pistols, while another displays a “secuty” patch instead of “security.” Users suspect generative AI was used in creating the assets, citing inconsistent details and unrealistic weaponry. EA/DICE has not responded, and IGN has requested comment. The controversy highlights growing scrutiny over AI‑generated game content.

💡 The incident underscores how AI‑generated assets can erode trust in a game’s quality control, prompting players to question the authenticity of paid cosmetics. It also fuels debate over the ethical use of AI in creative industries.

techcrunch.com · Oct 14

Cerebras CEO pushes back on AI doomsday warnings

At TechCrunch Disrupt 2026, Cerebras Systems CEO Andrew Feldman criticized the growing AI doomsday narrative, arguing it undermines the technology’s benefits. Feldman urged industry leaders to highlight AI’s potential to eradicate diseases and improve lives while acknowledging risks. He called for balanced regulation and better community engagement in data‑center expansion, noting U.S. NIMBY attitudes contrast with more cooperative markets in Canada, Finland, and Sweden. Feldman’s remarks reflect Cerebras’ stake in AI’s commercial success, with clients like OpenAI, GSK, and Figma.

💡 Feldman’s stance spotlights the tension between hype and caution, urging a pragmatic dialogue that could shape public policy and industry standards.