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    Perplexity Makes Hybrid Compute Available on Mac

    Available today for Pro, Max, and Enterprise subscribers on macOS 15+.

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    19 Sources, 29d ago, first seen 29d ago

    TLDR

    Perplexity posted that hybrid compute is live in its Mac app. The system runs search, planning, and reasoning in the cloud while sending private files or sensitive information to a local model on the device. Output combines both without uploading the sensitive data. A privacy gate on the Mac detects PII, and users can process that step locally. The company also posted that it is open-sourcing the PII classifier. Founder Aravind Srinivas noted the chance to shift token use to Apple Silicon. The posts link to the product page and a research blog post on the classifier.

    Combined views

    210.4K

    19 Sources, first seen 29d ago

    Combined views

    210.4K

    19 Sources, first seen 29d ago

    1.7K likes
    1.7K likes
    56 comments
    556 saves
    359 reposts
    56 comments
    556 saves
    359 reposts

    Sentiment

    Positive92.5%7.5%Negative

    Summary

    Sentiment

    Positive92.5%7.5%Negative

    Many accounts praised Perplexity's hybrid compute in its Mac app for enabling private local processing of sensitive files alongside cloud reasoning, while a few called the privacy claims misleading or raised jailbreak risks.

    Based on 56 sentiment-bearing replies from 53 accounts across 3 conversations.

    Summary

    Many accounts praised Perplexity's hybrid compute in its Mac app for enabling private local processing of sensitive files alongside cloud reasoning, while a few called the privacy claims misleading or raised jailbreak risks.

    Based on 56 sentiment-bearing replies from 53 accounts across 3 conversations.

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    19 Sources

    @perplexity_aiHybrid compute uses cloud models for search, planning, and reasoning. It orchestrates to a local model on your Mac to handle private files or sensitive information. Computer combines their work into a single output without ever taking sensitive data up to the server.
    @AravSrinivasMost AI agent apps don't differentiate between native and web-based runtimes when using cloud-based agents. Mac offers a big opportunity to move token consumption to Apple Silicon (with no price paid for tokens consumed locally) and protect user privacy. Hybrid compute combines the best of cloud-based frontier models and a privacy-protecting local runtime.
    @kmlocal inference has been brewing for years. hybrid compute is the future. here’s a model at scale. powerful partnership
    @mweinbachHybrid compute for Perplexity on Mac! Going to download this now, let's see how it is
    @signulll@AravSrinivas nice work man! this might be the future.
    @stevejangthis is the future of personal computing, even enterprise computing longer term. tbf, we have already been on this hybrid path in the cpu workload era with our devices, but the demand for inference has vastly changed the runtime balance of cost, privacy, and risk. no doubt that large frontier LLMs in the cloud will always be important, but this hybrid compute system only gets better from this day forward. the ceilings on small model capacity, on quantization, and on device logic/memory chip performance will only improve from here. this surge in long horizon agent workflow and vpc usage will especially benefit. kudos to the team at @perplexity_ai for pushing the frontier in computing!
    @denisyaratsRT @perplexity_ai: Introducing hybrid compute in Perplexity Computer. Computer can start a task in the cloud, then move to a local model t…
    @divy93twho are the best hci researchers working on this problem? let's meet virtually as a group? would love to figure out a way to make multi-agent: human collaboration seamless! Recent incidents have reinforced the value of these!
    @arringtonRT @AravSrinivas: We're introducing hybrid compute for all users of the Perplexity Mac app. This will allow Computer to orchestrate local…
    @mitchellhYes, we wont get there right away but the goal is that you don't need to think about this anymore. Its local, its on your own mac mini, its remote infra you own, its a 3rd party sandbox provider, its actually a mix of all of the above all in one session. But it all feels right at your fingertips.

    19 Sources

    @perplexity_aiHybrid compute uses cloud models for search, planning, and reasoning. It orchestrates to a local model on your Mac to handle private files or sensitive information. Computer combines their work into a single output without ever taking sensitive data up to the server.
    @AravSrinivasMost AI agent apps don't differentiate between native and web-based runtimes when using cloud-based agents. Mac offers a big opportunity to move token consumption to Apple Silicon (with no price paid for tokens consumed locally) and protect user privacy. Hybrid compute combines the best of cloud-based frontier models and a privacy-protecting local runtime.
    @kmlocal inference has been brewing for years. hybrid compute is the future. here’s a model at scale. powerful partnership
    @mweinbachHybrid compute for Perplexity on Mac! Going to download this now, let's see how it is
    @signulll@AravSrinivas nice work man! this might be the future.
    @stevejangthis is the future of personal computing, even enterprise computing longer term. tbf, we have already been on this hybrid path in the cpu workload era with our devices, but the demand for inference has vastly changed the runtime balance of cost, privacy, and risk. no doubt that large frontier LLMs in the cloud will always be important, but this hybrid compute system only gets better from this day forward. the ceilings on small model capacity, on quantization, and on device logic/memory chip performance will only improve from here. this surge in long horizon agent workflow and vpc usage will especially benefit. kudos to the team at @perplexity_ai for pushing the frontier in computing!
    @denisyaratsRT @perplexity_ai: Introducing hybrid compute in Perplexity Computer. Computer can start a task in the cloud, then move to a local model t…
    @divy93twho are the best hci researchers working on this problem? let's meet virtually as a group? would love to figure out a way to make multi-agent: human collaboration seamless! Recent incidents have reinforced the value of these!
    @arringtonRT @AravSrinivas: We're introducing hybrid compute for all users of the Perplexity Mac app. This will allow Computer to orchestrate local…
    @mitchellhYes, we wont get there right away but the goal is that you don't need to think about this anymore. Its local, its on your own mac mini, its remote infra you own, its a 3rd party sandbox provider, its actually a mix of all of the above all in one session. But it all feels right at your fingertips.