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Perplexity News

Releases, search features and business moves from Perplexity. Curated and summarized from dozens of sources by AIBriefs.

LaunchDevelopers3 sources

Perplexity built CobbleDB with AI agents to replace DynamoDB

Two engineers and hundreds of persistent coding agents built CobbleDB, a key-value database serving Perplexity search, in two months. Perplexity says migrating off AWS DynamoDB will save up to $100 million yearly; the agents wrote code but were not allowed to run the database.

EventBusiness1 source

Crusoe signs multiyear cloud deal with Perplexity AI

Data center operator Crusoe will rent AI chips and related software to Perplexity AI under a multiyear cloud capacity agreement. The deal continues Crusoe's push to win more business renting out AI infrastructure.

LaunchAI Agents8 sources

Perplexity Portable Computer launches on Windows RTX PCs

Perplexity's local agent runs on GeForce RTX PCs and RTX PRO Workstations, building on existing DGX Spark and Linux RTX support. It ships with a local model such as Qwen 3.8 27B post-trained for Perplexity Computer, and locally completed work doesn't consume Perplexity Computer credits.

AnalysisDevelopers4 sources

Perplexity details GPU embedding stack: Ivy, Tulip, ROSE

Perplexity published research on its serving infrastructure for pplx-embed, combining Ivy, Tulip, and ROSE to lower latency and improve throughput across online and batch workloads. The stack reduces cost compared to off-the-shelf solutions.

EventBusiness1 source

Perplexity CEO explains flipped Q&A model at HubSpot Live

Aravind Srinivas, CEO and co-founder of Perplexity, discussed why the company inverted the traditional question-and-answer model, arguing that trustworthy answers enable better follow-up questions. He spoke at HubSpot's UNBOUND conference.

AnalysisAI Models2 sources

Study: Perplexity cites low-quality, machine-generated sources

Across 380 software categories, 59.8% of Perplexity's grounded citations point to domains ranked below #100,000, with 23.4% not in the top million. Three sites published 215,128 machine-generated "best software" pages, none existing before December 2023.

LaunchDevelopers14 sources

Perplexity launches hybrid compute for Mac app

Perplexity Computer on Mac can now split tasks between cloud models and local models, keeping sensitive data on-device. Available today in the Mac app. Powered by PPLX Qwen 3.8 27B, with a Privacy Gate to detect PII before sending to cloud.

How-ToDevelopers1 source

LangChain builds auditable VC research agent with Perplexity

The agent drafts a cited investment memo in ~90 seconds for ~$0.40, using Perplexity Agent API, LangGraph, and LangSmith evals. It runs four parallel research nodes (team, financials, product, market) then a synthesizer writes a seven-section memo with citations.

LaunchAI Agents15 sources

Perplexity launches Portable Computer for NVIDIA DGX Spark

Portable Computer runs the entire agent runtime locally on DGX Spark, with zero per-token cost for local steps. The on-device 27B model scores 82.6% on real knowledge work, beating open-source harnesses Pi and Hermes; post-trained PPLX 27B reaches 85.4%.

AnalysisEducation1 source

Cheshire Academy uses traffic-light system for classroom AI rules

The Connecticut private school, about 400 students in grades 9-12, lets instructors choose whether to use AI and trains staff on general prompting techniques rather than mandating specific tools. Teachers use ChatGPT, Perplexity and educator platform MagicSchool; librarian George Aiello says the "vast majority" of instructors use AI in some way.