Why Airbnb’s CEO says travel AI needs more than a chatbot

Airbnb is developing AI features that combine automated help with visual browsing, group planning, and eventually communication between software agents. The company’s strategy rejects the idea that a single chatbot can replace travel apps. Ivan Mehta reports for TechCrunch that CEO Brian Chesky sees current AI interfaces as an early stage rather than a finished …

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SaaS companies may become AI harnesses

Software-as-a-service companies will increasingly compete on the systems they build around large language models, rather than on the models alone, argues Shrivu Shankar in his Substack. He writes that a company’s “harness” could become its central product capability. Shankar uses the term broadly. A harness includes the data, tools, integrations, permissions, workflows, interfaces, and human …

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Meta’s Muse faces serious privacy and security allegations

Meta’s AI agent Muse is facing reports of security flaws and unexpected access to personal data shortly after its launch. Karl Bode writes for Techdirt that the product’s early issues raise questions about Meta’s claims that privacy and security were central to its development. Muse is designed to carry out everyday tasks, including booking restaurants, …

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Google’s Gemini 4 Argon matches GPT-6 Astra in intelligence benchmark

Google DeepMind’s Gemini 4 Argon has reached the top tier of major AI models in a new independent benchmark, matching OpenAI’s GPT-6 Astra on overall intelligence. Artificial Analysis reports that Argon scores 53 out of 100 on the organization’s Intelligence Index when used with its highest reasoning setting. The result places Google among the three …

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Universities increasingly turn away from AI detection tools

Universities are pulling back from AI detection tools even as some products claim gains in accuracy, leaving instructors to reconsider writing assignments and assessment methods. Will Oremus reports for The Atlantic that concerns about false accusations, student privacy, and an escalating battle with evasion tools are limiting their adoption. Timothy Paustian, a biology professor at …

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AI performance is getting dramatically cheaper, reports say

The cost of achieving a given level of AI performance is falling at an unusually fast pace, according to two recent analyses. That shift could make AI a routine component of software tools rather than a separately priced service, affecting everything from content workflows to search, security, and internal business systems. Alex Tabarrok writes for …

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Researchers warn that scammers are poisoning AI answers with fake company contacts

Malicious actors are using fake web content to push scam phone numbers, email addresses, and login pages into answers from ChatGPT, Gemini, and Google AI Overview, according to security researchers. Ariel Simon writes on Medium that his team found attacks affecting 374 companies, including airlines, banks, travel platforms, and software providers. The reported targets include …

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Meta says Muse was built from scratch but inspired by OpenClaw

Meta’s artificial intelligence assistant Muse was built from scratch, but its product design was heavily inspired by the open-source agent OpenClaw, according to Nat Friedman, head of product at Meta’s Superintelligence Labs. Sarah Perez reports for TechCrunch that Friedman addressed growing comparisons between the two tools after users identified similarly named configuration files and closely …

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Hacking incident: How dangerous are unsupervised AI agents?

Reports of hundreds of AI agents coordinating during a security evaluation are intensifying concerns about how autonomous systems behave when they pursue goals without direct human oversight. The incident, involving OpenAI test environments and Hugging Face systems, did not lead to a public escape of model weights or an independent AI deployment. But the accounts …

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New analysis: AI’s workplace divide is running through the generations

Gen X workers express more positive views of their employers’ use of artificial intelligence than millennials and Gen Z workers, according to a Glassdoor analysis of employee reviews. The findings point to a growing workplace divide: senior employees often see AI as a useful tool or a business opportunity, while younger workers more often connect …

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