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Why do we keep gravitating toward complexity?

news.ycombinator.com Kyrylo Silin 2025-09-23 21:02:31

The Great Pyramids took decades to build. It was a monumental feat of human ingenuity and collaboration. Today, we software developers erect our own pyramids each day - not from stone, but from code. Yet despite far more advanced tools, these systems don’t always make the experience better. So why, when KISS (Keep It Simple, Stupid) is a well-known mantra, do we keep gravitating toward complexity? Marketing > Simplicity Sell me this pen: ✎ What? You don’t know how? Okay, instead, sell me this

Topics: build complexity developers just pyramids

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I unified convolution and attention into a single framework

news.ycombinator.com Kim 2025-09-25 19:02:27

The operational primitives of deep learning, primarily matrix multiplication and convolution, exist as a fragmented landscape of highly specialized tools. This paper introduces the Generalized Windowed Operation (GWO), a theoretical framework that unifies these operations by decomposing them into three orthogonal components: Path, defining operational locality; Shape, defining geometric structure and underlying symmetry assumptions; and Weight, defining feature importance. We elevate this f

Topics: complexity data defining generalization gwo

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Encyclopedia Britannica Wants Perplexity to Stop Using Its Logos When AI Makes Stuff Up

cnet.com See Full Bio 2025-09-27 02:20:55

Merriam-Webster's dictionary defines the verb plagiarize as "to steal and pass off (the ideas or words of another) as one's own: use (another's production) without crediting the source." And that's exactly what its parent company, Encyclopedia Britannica, is alleging the AI company Perplexity did with its AI answers engine, according to a complaint filed Thursday in the US District Court for the Southern District of New York. AI companies like Perplexity are no strangers to copyright infringeme

Topics: ai britannica company encyclopedia perplexity

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Encyclopedia Britannica and Merriam-Webster sue Perplexity for copying their definitions

theverge.com Elissa Welle 2025-09-27 02:23:34

is a NYC-based AI reporter and is currently supported by the Tarbell Center for AI Journalism. She covers AI companies, policies, and products. Posts from this author will be added to your daily email digest and your homepage feed. The AI web search company Perplexity is being hit by another lawsuit alleging copyright and trademark infringement, this time from Encyclopedia Britannica and Merriam-Webster. Britannica, the centuries-old publisher that owns Merriam-Webster, sued Perplexity in New

Topics: ai companies encyclopedia lawsuit perplexity

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After Anthropic’s Billion-Dollar Settlement, Dictionaries Are Suing Perplexity AI

gizmodo.com Bruce Gil 2025-09-27 06:20:24

Anthropic’s recent $1.5 billion settlement could open the floodgates for more publishers to sue AI companies over how they use copyrighted content. Just this week, the Britannica Group, the parent of Encyclopedia Britannica and the Merriam-Webster dictionary, sued Perplexity. Filed on Wednesday in a New York federal court, the complaint accuses the buzzy AI startup of infringing Britannica’s copyright and trademark rights and claims its answer engine is cutting into the publisher’s revenue. Pe

Topics: ai answer britannica content perplexity

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Perplexity's definition of copyright gets it sued by the dictionary

engadget.com Unknown 2025-09-28 08:34:08

Merriam-Webster and its parent company Encyclopedia Britannica are the latest to take on AI in court. The plaintiffs have sued Perplexity, claiming that AI company's "answer engine" product unlawfully copies their copyrighted materials. They are also alleging copyright infringement for instances where Perplexity's AI creates false or inaccurate hallucinations that it then wrongly attributes to Britannica or Merriam-Webster. The complaint , filed in New York federal court, is seeking unspecified

Topics: ai content perplexity plaintiffs publishers

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Perplexity reportedly raised $200M at $20B valuation

techcrunch.com Marina Temkin 2025-09-30 17:59:10

In Brief Perplexity, the AI-powered search startup that compete with Google by providing conversational answers to user queries, has secured $200 million in new capital at a $20 billion valuation, The Information reported. The fresh funding comes just two months after the company raised $100 million at an $18 billion valuation, according to Bloomberg’s July report. Since its founding three years ago, the rapidly growing AI company has raised $1.5 billion in total funding, according to PitchBoo

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Perplexity's $200 AI browser is free for students now - with more discounts to keep using it

zdnet.com Webb Wright 2025-10-10 18:27:43

SOPA Images/Contributor/LightRocket via Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Perplexity is offering students one free month of Perplexity Pro. The company is positioning Comet as "study buddy, and tutor." AI is rapidly becoming a fixture in the classroom. Like it or not, artificial intelligence is becoming a fixture in the classroom. This is being pushed along at a brisk pace by tech companies eager to get their products into the hands

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PayPal and Venmo users get free year of Perplexity Pro and Comet AI browser

zdnet.com Webb Wright 2025-10-11 14:15:00

Andrey Rudakov/Bloomberg via Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Some PayPal and Venmo users can now access Comet for free. The offer includes a one-year subscription to Perplexity Pro. Comet is Perplexity's new AI-centric web browser. PayPal and Venmo users in the US and other global markets can now receive early access to Perplexity's highly anticipated Comet web browser, PayPal announced. The offer includes a 12-month free trial of Pe

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PayPal and Venmo users get a free year of Perplexity Pro and early access to its AI browser

engadget.com Unknown 2025-10-13 10:58:44

Perplexity, the NVIDIA- and Bezos-backed AI company, is partnering with PayPal to get its Comet browser in front of millions of the financial tech giant's users. The deal will see PayPal and Venmo customers in the US and select international markets gain access to the AI-powered browser, as well as a free 12-month subscription to Perplexity Pro, which normally costs $200. There are, of course, some conditions. The promotion is part of PayPal's new subscription hub, where users can manage all th

Topics: ai paypal perplexity subscription users

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PayPal and Venmo users can try Perplexity's Comet AI browser free for a year now

zdnet.com Webb Wright 2025-10-13 18:00:17

May James/SOPA Images/LightRocket via Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Some PayPal and Venmo users can now access Comet for free. The offer includes a one-year subscription to Perplexity Pro. Comet is Perplexity's new AI-centric web browser. PayPal and Venmo users in the US and other global markets can now receive early access to Perplexity's highly anticipated Comet web browser, PayPal announced today. The offer includes a 12-month f

Topics: comet paypal perplexity pro users

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PayPal and Venmo are giving out Comet invites and free Perplexity Pro subscriptions

techcrunch.com Sarah Perez 2025-10-13 18:00:00

Invites to Perplexity’s new AI-powered web browser, Comet, are one of the web’s hottest commodities these days. The new product was made available first to the AI firm’s $200-per-month Max subscribers and a small group of invitees. But now there’s a new way to jump ahead on the waitlist. On Wednesday, PayPal announced it’s giving its customers, including PayPal and Venmo users, early access to Comet as well as a free year’s subscription to Perplexity’s premium service, Perplexity Pro, normally $

Topics: ai customers disrupt paypal perplexity

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You're Not Interviewing for the Job. You're Auditioning for the Job Title

news.ycombinator.com Ibrahim Diallo 2025-10-14 08:31:37

I once had a job interview for a backend position. Their stack was Node.js, MySQL, nothing exotic. The interviewer asked: "If you have an array containing a million entries, how would you sort the data by name?" My immediate thought was: If you have a JavaScript array with a million entries, you're certainly doing something wrong. The interviewer continued: "There are multiple fields that you should be able to sort by." This felt like a trick question. Surely the right answer was to explain w

Topics: answer complexity interview interviews job

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What Is Complexity in Chess?

news.ycombinator.com Unknown 2025-10-18 20:45:33

Pacto Visual May 2020 an interesting proposal was suggested. I provided some constructive criticism on research paper A Metric of Chess Complexity by FM David Peng, as well as constructive criticism on the codebase used to validate this experiment. For many months I have refrained from further comment, and although code has not progressed, two things have: 1. Public interest in "complexity" as determined by ACPL (yuck). 2. Lichess has a blogging platform where I can properly address deficien

Topics: chess complexity players positions stockfish

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Perplexity Will Share Revenue From AI Searches With Publishers

cnet.com See Full Bio 2025-10-28 04:35:00

Artificial intelligence systems need content to produce results, and they've been criticized for not paying the people who wrote and edited that content. Now, Perplexity AI, the AI-powered search engine, is introducing Comet Plus. This new subscription tier will distribute revenue to publishing partners whenever readers use AI to glean or deliver journalistic content, the company said in a blog post on Monday. In the AI age, high-quality information is key, and Perplexity contends that publishe

Topics: ai comet content perplexity publishers

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Perplexity has cooked up a new way to pay publishers for their content

engadget.com Unknown 2025-10-28 09:42:55

Perplexity is launching a new revenue-sharing plan for publishers that will pay them every time its AI assistants use an article to answer a question, The Wall Street Journal reports. Perplexity is launching the plan (and partially paying for it) with a new Comet Plus subscription that gives subscribers access "to premium content from a group of trusted publishers and journalists." Comet Plus costs $5 per month, and based on Perplexity's description, it's primarily designed to account for the a

Topics: comet perplexity plus publishers revenue

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Agentic Browser Security: Indirect Prompt Injection in Perplexity Comet

news.ycombinator.com Unknown 2025-10-29 18:52:08

This is the first post in a series about security and privacy challenges in agentic browsers. This vulnerability research was conducted by Artem Chaikin (Senior Mobile Security Engineer), and was written by Artem and Shivan Kaul Sahib (VP, Privacy and Security). The threat of instruction injection At Brave, we’re developing the ability for our in-browser AI assistant Leo to browse the Web on your behalf, acting as your agent. Instead of just asking “Summarize what this page says about London f

Topics: ai instructions perplexity security user

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Perplexity's Comet AI browser could expose your data to attackers - here's how

zdnet.com Lance Whitney 2025-11-01 02:00:20

Screenshot by Lance Whitney/ZDNET ZDNET's key takeaways Perplexity's Comet browser could expose your private data. An attacker could add commands to the prompt via a malicious website. The AI should treat user data and website data separately. Get more in-depth ZDNET AI coverage: Add us as a preferred Google source on Chrome and Chromium browsers. Agentic AI browsers are a hot new trend in the world of AI. Instead of you having to browse the web yourself to complete specific tasks, you t

Topics: ai browser comet perplexity user

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Perplexity now supports live earnings call transcripts for Indian stocks

techcrunch.com Ram Iyer 2025-11-11 10:02:56

In Brief AI startup Perplexity is augmenting its Finance dashboard with live transcriptions of Indian public companies’ quarterly earnings calls, as well as a calendar to show schedules for post-results conference calls. Alongside surfacing news about the markets, Perplexity’s Finance dashboard shows market summaries, stock exchange charts, and top performing stocks. The dashboard also lets users create stock watchlists, track sector performance, and see cryptocurrency performance. Until now,

Topics: calls dashboard finance performance perplexity

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I Tried Perplexity's Comet AI Web Browser and It Might Be the Future

cnet.com See Full Bio 2025-11-11 04:20:03

It takes deep, below-the-navel brazen audacity to take on Google in online search. Just ask Microsoft, DuckDuckGo, Brave and the slew of other search engines that have tried to scrape away at Google's near 90% global market share. It takes a kick in the head to think Google would sell Chrome, its wildly popular web browser. It seems that AI search company Perplexity has a pair of grit and gall, along with a multitude of head fractures, as it not only aims to usurp Google in online search, it of

Topics: ai browser comet google perplexity

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I pit Truth Social’s Perplexity-powered Truth AI against Perplexity Pro, here’s how that went

androidauthority.com Unknown 2025-11-13 18:00:38

Dhruv Bhutani / Android Authority The AI-epidemic of the internet is no joke, with every website, service, and platform looking to offer its own version of an LLM-powered helpful assistant. The platform previously known as Twitter has Grok, Meta has MetaAI, and if you’re a service that doesn’t quite have the engineering might of a Silicon Valley AI startup, you’ve got a partnership. Last week, Truth Social, the X-alternative that prides itself on free speech, and what some would say, politicall

Topics: ai perplexity pro tools truth

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Why Perplexity is going after Google Chrome - and yes, it's serious

zdnet.com Steven Vaughan-Nichols 2025-11-19 09:24:00

Elyse Betters Picaro / ZDNET ZDNET's key takeaways Perplexity makes $34.5B bid to buy Google's Chrome browser. Deal would give Perplexity a gateway to the AI-driven web. Perplexity's bid could spark a bidding war. When the Wall Street Journal broke the news that AI company Perplexity made an unsolicited all-cash offer of $34.5 billion to buy Google's Chrome browser, some people asked me, "Are they serious?" Oh, yes, it is. Also: 5 reasons why I still prefer Perplexity over every other AI c

Topics: ai bid chrome google perplexity

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Bezos-backed Perplexity AI makes surprise bid for Google Chrome

feeds.bbci.co.uk Unknown 2025-11-19 17:43:21

Bezos-backed Perplexity AI makes surprise bid for Google Chrome 2 hours ago Share Save Osmond Chia & Imran Rahman-Jones Business & technology reporters Share Save Getty Images Artificial intelligence start-up Perplexity AI has made a surprise $34.5bn (£25.6bn) takeover bid for the world's most popular web browser, Google Chrome. The three-year-old firm, whose backers include Amazon founder Jeff Bezos and chip maker Nvidia, is headed by a former Google and OpenAI employee. But one technology i

Topics: bid chrome google perplexity value

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Perplexity offers to buy Google Chrome for $34.5B

news.ycombinator.com Emma Roth 2025-11-19 16:38:18

is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO. Posts from this author will be added to your daily email digest and your homepage feed. The startup also offered to buy TikTok earlier this year. Google hasn’t indicated that it would sell Chrome at any price, and so far, the court hasn’t ordered a sale. Perplexity spokesperson Jesse Dwyer confirmed to The Verge that the WSJ’s reporting is accurat

Topics: billion chrome google perplexity startup

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AI start-up Perplexity makes surprise bid for Google Chrome

feeds.bbci.co.uk Unknown 2025-11-19 22:06:51

AI start-up Perplexity makes surprise bid for Google Chrome The BBC has contacted Google for comment. The firm has not announced any plans to sell Chrome - the world's most popular web browser with an estimated three billion-plus users. But one technology industry investor called the offer a "stunt" that is a much lower than Chrome's true value and highlighted that it is not clear whether the platform would is even for sale. Moving Chrome to an independent operator committed to user safety wo

Topics: chrome google perplexity said technology

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What are Apple’s options for an AI acquisition beyond Perplexity?

9to5mac.com Marcus Mendes 2025-11-20 09:26:30

Since Apple’s latest earnings call, talk of a potential Perplexity acquisition has quieted down (the fact that Perplexity was once again allegedly caught red-handed sidestepping content restrictions didn’t help). Meanwhile, with the ever-increasing number of engineers from its Foundation Models team jumping ship, Apple’s need for fresh talent is getting more urgent by the day. But if Perplexity is a no-go, who else could Apple buy? I used to agree with Jason Snell’s frequent argument on the Up

Topics: ai apple building models perplexity

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AI Startup Perplexity Offers to Buy Google's Chrome Browser for $34.5 Billion

cnet.com See Full Bio 2025-11-20 16:56:00

Perplexity, the AI startup responsible for the eponymous chatbot and LLM-powered search engine, has made a formal bid to purchase Google's Chrome browser. The proposed $34.5 billion deal would eclipse Perplexity's current valuation. In July, the company was valued at $18 billion -- just over half the amount of the proposed bid. The company has said that several interested investors are willing to back the Chrome deal. Perplexity's bid comes after Google lost an antitrust suit initiated by the

Topics: company engine google perplexity search

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Chrome isn’t for sale, but Perplexity just offered $34.5 billion anyway

androidauthority.com Unknown 2025-11-20 23:55:10

Edgar Cervantes / Android Authority TL;DR Perplexity AI has made a $34.5 billion cash offer for Google’s Chrome browser. Google isn’t selling Chrome and is appealing a court ruling that could one day force its sale. Perplexity says it has funding lined up and would keep Chrome open source with no search engine changes. Google might be forced to sell its Chrome browser in the future, thanks to a US court ruling that found it held an unlawful monopoly in online search. But while the case is st

Topics: billion chrome google perplexity search

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AI Startup Perplexity Offers To Buy Google's Chrome Browser for a Whopping $34.5 Billion

cnet.com See Full Bio 2025-11-20 22:56:59

Perplexity, the AI startup responsible for the eponymous chatbot and LLM-powered search engine, has made a formal bid to purchase Google's Chrome browser. The proposed $34.5 billion deal would eclipse Perplexity's current valuation. In July, the company was valued at $18 billion -- just over half the amount of the proposed bid. The company has said that several interested investors are willing to back the Chrome deal. Perplexity's bid comes after Google lost an antitrust suit initiated by the

Topics: company engine google perplexity search

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Perplexity offers more than twice its total valuation to buy Chrome from Google

arstechnica.com Unknown 2025-11-20 23:49:15

In the wake of its big antitrust loss, Google could soon find itself forced to sell one of its crown jewels. Among the government's proposed remedies in the search case is a requirement that Google divest its market-leading Chrome browser, and Perplexity is already throwing its proverbial hat into the ring with a whopping $34.5 billion offer. The problem, however, is that Perplexity doesn't have nearly that much cash. Perplexity has ridden the AI hype wave, with its AI-powered search appearing

Topics: ai chrome company google perplexity

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Latest Tech News

Why do we keep gravitating toward complexity?

I unified convolution and attention into a single framework

Encyclopedia Britannica Wants Perplexity to Stop Using Its Logos When AI Makes Stuff Up

Encyclopedia Britannica and Merriam-Webster sue Perplexity for copying their definitions

After Anthropic’s Billion-Dollar Settlement, Dictionaries Are Suing Perplexity AI

Perplexity's definition of copyright gets it sued by the dictionary

Perplexity reportedly raised $200M at $20B valuation

Perplexity's $200 AI browser is free for students now - with more discounts to keep using it

PayPal and Venmo users get free year of Perplexity Pro and Comet AI browser

PayPal and Venmo users get a free year of Perplexity Pro and early access to its AI browser

PayPal and Venmo users can try Perplexity's Comet AI browser free for a year now

PayPal and Venmo are giving out Comet invites and free Perplexity Pro subscriptions

You're Not Interviewing for the Job. You're Auditioning for the Job Title

What Is Complexity in Chess?

Perplexity Will Share Revenue From AI Searches With Publishers

Perplexity has cooked up a new way to pay publishers for their content

Agentic Browser Security: Indirect Prompt Injection in Perplexity Comet

Perplexity's Comet AI browser could expose your data to attackers - here's how

Perplexity now supports live earnings call transcripts for Indian stocks

I Tried Perplexity's Comet AI Web Browser and It Might Be the Future

I pit Truth Social’s Perplexity-powered Truth AI against Perplexity Pro, here’s how that went

Why Perplexity is going after Google Chrome - and yes, it's serious

Bezos-backed Perplexity AI makes surprise bid for Google Chrome

Perplexity offers to buy Google Chrome for $34.5B

AI start-up Perplexity makes surprise bid for Google Chrome

What are Apple’s options for an AI acquisition beyond Perplexity?

AI Startup Perplexity Offers to Buy Google's Chrome Browser for $34.5 Billion

Chrome isn’t for sale, but Perplexity just offered $34.5 billion anyway

AI Startup Perplexity Offers To Buy Google's Chrome Browser for a Whopping $34.5 Billion

Perplexity offers more than twice its total valuation to buy Chrome from Google

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