Perplexity Computer can build dashboards, wire up backend routes to realtime financial data, deploy to a live URL, and refresh the data to stay live. Dashboards can pull from your own licensed financial data, hundreds of available connectors, or any of the 15 financial data sources included for free with Computer - no license or setup required. These include: - SEC filings retrieved directly from EDGAR - Live & historical stock exchange price & volume via Financial Modeling Prep - Historical financials, segments, and KPIs via Fiscal - Consensus estimates via FactSet - Macro data via Trading Economics - Earnings calendar & transcripts via Quartr - Private market data via Forge - Global newswire content via MT Newswires and Benzinga - Institutional, insider, and politician holdings via Unusual Whales - Prediction market data via Polymarket

Introducing Projects on Perplexity Computer. With the launch of Projects, we're turning Computer into a multiplayer agentic operating system for work with persistent memory, files, and sessions scoped across hubs and users. Available to all users!

Perplexity Computer now supports 6+ finance data Connectors with 16 new finance skills. Pull fundamentals from @Factset, alt data from @Carbonarc, expert calls from @Guidepoint, + 4 more connectors. Explore our 30+ skills, and write your own to automate parts of your investment process.

We made Muon run up to 2x faster for free! Introducing Gram Newton-Schulz: a mathematically equivalent but computationally faster Newton-Schulz algorithm for polar decomposition. Gram Newton-Schulz rewrites Newton-Schulz such that instead of iterating on the expensive rectangular X matrix, we iterate on the small, square, symmetric XX^T Gram matrix to reduce FLOPs. This allows us to make more use of fast symmetric GEMM kernels on Hopper and Blackwell, halving the FLOPs of each of those GEMMs. Gram Newton-Schulz is a drop-in replacement of Newton-Schulz for your Muon use case: we see validation perplexity preserved within 0.01, and share our (long!) journey stabilizing this algorithm and ensuring that training quality is preserved above all else. This was a super fun project with @noahamsel, @berlinchen, and @tri_dao that spanned theory, numerical analysis, and ML systems! Blog and codebase linked below 🧵

USA: Let's build bike lanes! Netherlands: (seriously though, let's get those bike lanes @CambMA @MayorSiddiqui @cambbikesafety @CDDat344 @cambikelanes @311Somerville @bostonbikeunion @MassBike @MassGovernor)

Governor Charlie Baker has signed a bill establishing Juneteenth Independence Day as an annual state holiday on June 19 in order to recognize the continued need to ensure racial freedom and equality.

Local newspapers bring not only community, but a vital source of accountability and original journalism. We must protect it at all costs — it is an essential service. Support local journalism in your area @CambridgeDay @cambridgechron @ScoutCambridge

Spike in bike sales around the US. Along with a trend towards open-air dining+shopping, this is an excellent opportunity for cities to rethink road infrastructure @CambMA @MayorSiddiqui @Ammallon @MassBike @CDDat344 @CambridgeDPW @MassGovernor @MassDCR

In just three days, a team of students led by Cambridge student Daniel Wang built a website for a new service called Covid Biz Link. The platform connects volunteers with small businesses dealing with the effects of the coronavirus.