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Perplexity

Perplexity is an AI-powered answer engine combining a chatbot with real-time web search to produce cited, synthesized answers to queries.

Known aliases

  • Perplexity AI
  • Perplexity.ai
  • Perplexity AI Inc.
  • perplexity-ai[.]online
  • PerplexityBot
  • Perplexity-User
  • r/perplexity_ai

Relationships

No evidence-backed relationships are recorded.

Current stories

build1 publisher

Pi 1.0 runs MCP tools inside a sandbox so their output stays out of context

Earendil's Pi 1.0 coding agent ships native MCP support after more than a year of criticising the protocol, running tool calls inside a WASM sandbox. The team credits a more stateless July 2026 spec and a sandbox it already needed for non-LLM models, so MCP support was a small addition.

Publishers:dev.to

Reality

Evidence40
Adoption35
Hype gap+20
Incentives40
Confidence40
build1 publisher

Pi adds MCP through a JavaScript sandbox that skips tool-schema preloading

Pi made MCP a core feature in version 0.99.0 on September 29, 2026, after its creator Mario Zechner spent over a year arguing against the protocol. In Pi, models call MCP tools from JavaScript in a QuickJS sandbox, so tool schemas are not preloaded into context.

Publishers:dev.to

Reality

Evidence40
Adoption
Insufficient
Hype gap+30
Incentives
Insufficient
Confidence45
security3 publishers

Weizman's BragJack hijacks five Chromium AI assistants from a single installed extension

Gal Weizman showed that one malicious extension can take over the AI agents in Chrome, Comet, Edge, Neon and Claude in Chrome, with bounties from all five vendors to show for it. Installation is the only precondition.

Publishers:bleepingcomputer.comforever.securitythehackernews.com

Perspective Coverage

3 publishers
Builder
Builder 54%
Operator
Operator 38%
Investor
Investor 8%

Reality

Evidence68
Adoption
Insufficient
Hype gap+30
Incentives62
Confidence64
product9 publishers

Amazon shuts Meta's Muse out of its store with a terms-of-service popup

Amazon has cut Meta's Muse off from shopping its store, using the Conditions of Use its own customers accepted. Anyone shipping a buy-on-behalf feature inherits the merchant consent problem that comes with it.

Perspective Coverage

10 publishers
Builder
Builder 32%
Operator
Operator 40%
Investor
Investor 28%

Reality

Evidence72
Adoption55
Hype gap+15
Incentives78
Confidence70
invest20 publishers

Meta shares surge more than 20% after AI assistant Muse debuts

Meta's Muse passed ChatGPT on Apple's US free chart with roughly 730,000 installs in its first five days. The stock has added more than a fifth of its value since details of the agent emerged.

Perspective Coverage

20 publishers
Builder
Builder 22%
Operator
Operator 30%
Investor
Investor 48%

Reality

Evidence60
Adoption45
Hype gap+40
Incentives70
Confidence58
build1 publisher

Changelog monitors will miss Perplexity's September 27 Sonar retirement

Perplexity retires its Sonar API on September 27, a date posted in its blog and docs banner but absent from the changelog its FAQ says to watch. Appsmith's managed AI plugin shuts down three days later, on September 30, with no transfer path for uploaded files.

Publishers:dev.to

Reality

Evidence50
Adoption
Insufficient
Hype gap+15
Incentives55
Confidence55
invest1 publisher

Mercury alone drew more chatbot recommendations than all banks combined in AIVO's small-business test

ChatGPT, Gemini and Perplexity recommended fintechs 1,345 times and banks 452 in 2,160 chats with researchers posing as small-business owners. Because the final prompt asked how to open an account, banks that still require a branch visit face a gap that tagging their websites may not close.

Reality

Evidence55
Adoption
Insufficient
Hype gap+30
Incentives
Insufficient
Confidence50

Earlier coverage

  1. Amazon cites its Conditions of Use to shut Meta's Muse agent out of its store

    Invest · September 22, 2026 · 1 publisher

  2. Bitdefender's agent VPN opens a disposable container for each prompt

    Product · September 22, 2026 · 1 publisher

  3. Rendering price in JavaScript keeps a product out of ChatGPT's shopping answers

    Leadership · September 22, 2026 · 1 publisher

  4. Amazon turns its Conditions of Use into an off switch for shopping agents

    Product · September 22, 2026 · 1 publisher

  5. Amazon shut Meta's Muse out of its store with a conditions-of-use popup

    Leadership · September 21, 2026 · 2 publishers

  6. A log audit can only catch the nine AI agents that send an HTTP request

    Build · September 21, 2026 · 1 publisher

  7. Mozilla put Mistral's models behind Firefox Smart Window under zero data retention

    Build · September 20, 2026 · 1 publisher

  8. An Entrepreneur column moves brand accuracy from keyword rankings to the LinkedIn page and Reddit

    Leadership · September 18, 2026 · 1 publisher

  9. Meta's training crawler outpaced its citation crawler 39 to 1 on a single WordPress site

    Build · September 17, 2026 · 1 publisher

  10. Eight names in Medium's robots.txt close training ingestion while retrieval stays open

    Build · September 17, 2026 · 1 publisher

  11. A 4-million-URL study puts AI Overview citation overlap with the top ten at 38%

    Leadership · September 16, 2026 · 1 publisher

  12. One extension commanded the AI in five Chromium browsers by seizing the page each one trusts

    Security · September 16, 2026 · 1 publisher

  13. Adversarial Verification Killed the Two Premises 60% of This Plan Needed

    Build · September 15, 2026 · 1 publisher

  14. Users report AI tools quietly giving shorter answers, with no changelog to explain the change

    Build · September 15, 2026 · 1 publisher

  15. Hundreds of OpenAI contractors read whole ChatGPT conversations to score the model's replies

    Security · September 14, 2026 · 2 publishers

  16. A ten-word clause pulls AI Overviews into Google's deindexation policy

    Build · September 14, 2026 · 1 publisher

  17. Anthropic and OpenAI queue $1.98 trillion of valuation behind SpaceX's $370 million rotation

    Invest · September 12, 2026 · 1 publisher

  18. Sony and Warner Music Sue Anthropic Over Alleged Copyright Piracy

    Product · September 11, 2026 · 1 publisher

  19. OpenAI decides delivery on the ChatGPT ads Amazon now sells through its DSP

    Product · September 11, 2026 · 1 publisher

  20. Apple unveils its first foldable as Siri AI launch remains undated in Europe and China

    Invest · September 9, 2026 · 1 publisher

  21. Q2D-Web scores your retriever against labels only Perplexity can see

    Build · September 9, 2026 · 1 publisher

  22. One curl from a home laptop in Japan added three requests to a ClaudeBot total

    Build · September 5, 2026 · 1 publisher

  23. Perplexity fills its embedding GPUs by counting tokens rather than requests

    Build · September 4, 2026 · 1 publisher

  24. Perplexity triples revenue on an app audience that grew 45%

    Product · September 3, 2026 · 1 publisher

  25. Compute scarcity meters the model OpenAI says can fill out forms at superhuman speed

    Invest · September 3, 2026 · 1 publisher

  26. Context7 turns its retrieval log into a documentation hosting business

    Build · September 3, 2026 · 1 publisher

  27. Peec AI's 30-million-citation sample finds Reddit ranks first or second overall

    Build · September 2, 2026 · 1 publisher

  28. Iren tells the SEC that two contracts carry a substantial majority of its contracted revenue

    Product · September 2, 2026 · 1 publisher

  29. Thirty runs of one prompt put a 34-point error bar around a brand's mention rate

    Build · August 31, 2026 · 1 publisher

  30. Perplexity's Windows agent summarized the medical PDFs in a reviewer's Downloads folder

    Product · August 31, 2026 · 1 publisher

  31. NVIDIA buys into a hosting market that 1,900 companies fund at $260m a quarter

    Invest · August 30, 2026 · 1 publisher

  32. Paying for a crawl means retrying every priced URL with a transaction hash

    Build · August 30, 2026 · 1 publisher

  33. Nvidia now sits on both sides of its own order book

    Leadership · August 29, 2026 · 2 publishers

  34. Stale directory copies keep answering for companies that rewrote their homepages

    Leadership · August 28, 2026 · 1 publisher

  35. Huang's capacity warning moves AI launch dates into the allocation queue

    Product · August 28, 2026 · 1 publisher

  36. The AI Stack Isn't Finished, So Stop Building as Though It Is

    Leadership · August 26, 2026 · 1 publisher

  37. Perplexity's local agent keeps your files at home, if you own a $1,500 graphics card

    Product · August 25, 2026 · 1 publisher

  38. Perplexity makes "ask before the cloud" a feature, and prices it at DGX Spark

    Product · August 25, 2026 · 2 publishers

  39. Perplexity bills nothing for local work, which makes the escalation prompt the whole product

    Product · August 25, 2026 · 1 publisher

  40. Nvidia's talks to price Perplexity above $30bn are a demand contract with equity attached

    Product · August 24, 2026 · 2 publishers