Latest
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Microsoft’s Surface Laptop Ultra Is a Local AI Bet, Not a Miracle Machine
Microsoft just wrapped up a big Windows and Surface-focused keynote in San Francisco. The biggest announcement was arguably the release details about the Surface Laptop Ultra, its
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The Enterprise Agent Paper That Mostly Proves Guardrails
arXiv:2610.08793v1 Announce Type: new Abstract: Enterprise systems increasingly rely on automated workflows, yet many AI-driven solutions remain brittle under non-stationary condit
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AI Personas Just Lost a Click Test
arXiv:2609.25010v1 Announce Type: new Abstract: Marketers increasingly use large language models (LLMs) as “synthetic personas” to predict how an audience will react to a piece of
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Synthetic Personas Just Hit a Real-World Click Test
arXiv:2609.25010v1 Announce Type: new Abstract: Marketers increasingly use large language models (LLMs) as “synthetic personas” to predict how an audience will react to a piece of
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Plain Prompts Beat Synthetic Personas on Real Click Data
arXiv:2609.25010v1 Announce Type: new Abstract: Marketers increasingly use large language models (LLMs) as “synthetic personas” to predict how an audience will react to a piece of
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Meta wants Muse in your inbox, glasses, Mac, and checkout
CEO Mark Zuckerberg kicked off the company’s annual Connect event in Menlo Park on Wednesday with a keynote that made one thing clear: Meta is going all-in on Muse. It’s even comin
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Meta turns Muse into a commerce bet
CEO Mark Zuckerberg kicked off the company’s annual Connect event in Menlo Park on Wednesday with a keynote that made one thing clear: Meta is going all-in on Muse. It’s even comin
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The Fake Focus Group Lost to a Plain Prompt
arXiv:2609.25010v1 Announce Type: new Abstract: Marketers increasingly use large language models (LLMs) as “synthetic personas” to predict how an audience will react to a piece of
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Synthetic Personas Lost to a Plain LLM Ranker
arXiv:2609.25010v1 Announce Type: new Abstract: Marketers increasingly use large language models (LLMs) as “synthetic personas” to predict how an audience will react to a piece of
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OpenAI’s Math Panel Has One Job
After turning a string of spectacular mathematical results into a reputational crisis, OpenAI is consulting human mathematicians to help it figure out a less disastrous path forwar
Elsewhere
Google now lets you chat with Gmail, Docs, and Keep
Consumer framing of conversational inbox/docs/notes
Google launches AI voice features in Gmail, Docs, and Keep
Same-day press on Live features + plan gating
Use your voice to get more done in Gmail, Docs, and Keep
Primary Workspace launch for Gmail/Docs/Keep Live voice
Nvidia launches free tool that links idle computers into a personal AI data center
Clear consumer explainer of PAIR (not a hardware router)
Sparks Fly: NVIDIA Accelerates Local AI at IFA 2026
Lab blog bundling PAIR + local-agent one-clicks + inference gains
NVIDIA Personal AI Router (PAIR)
Official product page for local multi-PC inference router beta