AI profitability: the limits of Apollo’s assessment

According to a note by Apollo’s economist reported by TechCrunch, margins and revenue per employee are stagnating within the scope studied. This observation raises questions about AI’s financial benefits, but the available material does not allow its effects to be isolated.

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On r/opensource, opposition to AI broadens participation restrictions

According to The Verge, r/opensource’s new rules exclude projects that use AI and also restrict contributions from solo developers and non-English speakers. The opposition highlights a moderation challenge: defining an enforceable boundary between projects, tools and uses of AI.

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Dessa: Block unveils a local voice AI, still without public access

Block has unveiled Dessa, a voice model designed to listen and speak simultaneously, with local operation announced. Demonstrations highlight expressive variations, but the lack of public access and independent evaluation in the available information limits conclusions about its performance.

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Pennsylvania requires labels on AI-generated advertisements

Pennsylvania has adopted a law requiring disclosures on advertisements generated or heavily modified by artificial intelligence. According to The Verge, however, its exceptions and several provisions leave open questions about the content covered and how this transparency will work in practice.

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PHP2Shell: patches are available, but exposure persists

TechCrunch describes PHP flaws that allow remote takeover without authentication. Patches were released on Wednesday, following confidential preparations with major web companies. The risk persists for unpatched systems, according to the researchers cited.

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AI startups: commercial growth put to the test of customer loyalty

Discussions at TechCrunch Disrupt highlight the difficulty of turning interest in a product into a sustainable business. Targeted acquisition, the transition from trials to production and revenue quality offer more precise reference points than founders’ visibility or growth speed alone.

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Meta delays commercial terms after publishers raise AI objections

Meta is postponing the implementation of its new commercial terms until November 20 following publishers’ objections over their possible implications for AI training. The announced delay is intended to allow further explanations, but does not resolve questions about the use of content.

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Oura sues Ultrahuman again over Ring Pro patents

Oura is asking a US court to block sales of Ultrahuman’s Ring Pro over alleged patent infringement. Ultrahuman disputes the allegations and says its ring remains available. The proceedings put renewed pressure on a product redesigned to return to the US market.

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eMudhra exits TLS certificates after key failure

eMudhra has announced its withdrawal from the global SSL/TLS certificate market after the discovery of severely faulty private keys. Browsers have blocked the affected certificates, Ars Technica reports. The company’s explanation remains partial and points to several stages of its process.

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PHP vulnerabilities: service outages reveal the burden of legacy systems

The Verge reports service outages following the disclosure of vulnerabilities in PHP. The Internet Archive was brought back online after patching, while legacy games are announcing their closure. The available information highlights the difficulty of securing software that is no longer maintained.

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