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@marktenenholtz
Member of Technical Staff @perplexity_ai
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Perplexity says the model and agent run on-device, while its separate Hybrid mode can use cloud models.
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The user says the evaluation was for a personal project and that decision models have a long way to go.
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A quote post says the task is to forecast crypto coins with a holdout set from 2024.
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Artificial Analysis says Exa's auto mode with Dynamic Highlights scored 80 on its Search Index, tying Perplexity Search (medium).
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One post argues raw-data brokerage will commoditize, while refined post-training tasks will grow more differentiated.
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OpenAI Devs says the dot investigated the issue and started a Codex thread he could steer from his phone.
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Perplexity says Pro and Max subscribers have access; a separate post says the model is available to all users.
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Perplexity's README says SPACE uses isolated Firecracker microVMs and an HTTP API to run commands and collect output.
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A user says a student from Waterloo sent a templated AI-generated response after the user replied to an advice request.
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A user says they're playing around with the model and links to a photo.
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A user praises what people are building with EmbeddingGemma 2 and welcomes the attention embedding models are getting.
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A post argues that human tasks are now too easy to use as AI benchmarks in many domains.
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Reuters, citing the Financial Times, says Nvidia may buy Reflection AI or invest further after an earlier $800 million stake.
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A user jokes that models using linear attention once had names like Linformer, but now they’re called Qwen3.8.
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A user says many investors’ surprise shows how little they understand about models, training and data.
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Perplexity says embedding images and rendered pages directly preserves tables, figures and layout that text extraction drops.
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Perplexity says its new pplx-decider-v1.1-27b model costs $0.02 per million input tokens, half the price of v1. OpenRouter later said the model was also available there with text, JSON, or image inputs and free output.
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Reflection says Beam uses 23B active parameters and plans to publish its full weights later in October 2026.
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An employee marked their first year at Perplexity by praising the team.
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A commenter says the paper leaves “single-shot accuracy” unclear and omits key evaluation settings.
