@aravsrinivas
cofounder and ceo @perplexity_ai
AI
Perplexity says Carbon is available in Computer for Pro and Max subscribers, and in Search for Max subscribers.
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His early-access testing favored one agent for coding projects, but clear goals and human oversight still mattered.
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Perplexity’s Teammates can monitor and manage market orders for users, Arav Srinivas says.
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Requests that select an effort level by name automatically receive the revised configuration.
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Fast Search runs one query per question, and developers can also supply a page URL as state.
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Perplexity claims sellers can handle Meta ads, Klaviyo email marketing and Shopify stores directly inside Computer.
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The game is billed as a timed, nine-room escape adventure set in Harrow House.
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Gemini 4 Carbon's early evaluations claim a new state of the art on the Wide-And-Deep-Research benchmark.
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Sundar Pichai says the prototype booted its onboard TPU and returned a haiku after a command was sent to orbit.
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Particle says Particle-1 uses roughly 45% fewer tokens on average than DeepSeek V4.1 Flash across varied tasks.
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Perplexity says Pro and Max subscribers can start tasks and manage Projects in one voice session on Mac and web.
Technology
Google plans to start with a subset of cyber defenders, then expand access through its Fairwind Program.
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A post says Carbon scored 88.2% on SEC-bench Pro and is rolling out first to cybersecurity specialists.
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The update post says players can create race rooms with six-letter codes and server-side lap timing.
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Perplexity says the app answers questions about text and images through a local API without a usage bill.
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Perplexity says JOLT trains one model as teacher and student, aiming to make the teacher's feedback more useful.
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ValsAI says it evaluated 15 models on 1,960 claims paired with 10-K excerpts, with Decider V1.2 leading the decision models.
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Perplexity says the model and agent run on-device, while its separate Hybrid mode can use cloud models.