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The Bitter Lesson is coming for Tokenization

news.ycombinator.com Unknown 2026-03-03 23:14:03

The Bitter Lesson is coming for Tokenization 24 Jun, 2025 a world of LLMs without tokenization is desirable and increasingly possible Published on 24/06/2025 • ⏱️ 29 min read In this post, we highlight the desire to replace tokenization with a general method that better leverages compute and data. We'll see tokenization's role, its fragility and we'll build a case for removing it. After understanding the design space, we'll explore the potential impacts of a recent promising candidate (Byte

Topics: byte level model patch transformer

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8BitDo’s controllers will work with the Switch 2 after a firmware update

theverge.com Andrew Liszewski 2026-03-04 10:08:19

is a senior reporter who’s been covering and reviewing the latest gadgets and tech since 2006, but has loved all things electronic since he was a kid. 8BitDo announced that eight of its flagship controllers are now compatible with the Nintendo Switch 2 following a firmware update. Although some companies had early access to the Switch 2’s specs to build accessories like cases and screen protectors, many had to wait until launch day to ensure their devices were compatible with the new console.

Topics: 8bitdo bluetooth compatible controller ultimate

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Spatial releases Analogue 2 collaborative design platform for Apple Vision Pro

venturebeat.com Dean Takahashi 2026-03-04 15:00:00

Spatial released Analogue 2, a collaborative design platform built natively for the spatial computing of the Apple Vision Pro. Developed from the ground up for spatial computing, Analogue 2 is an end-to-end platform that enables creative teams to work together in full 3D context — reviewing, iterating, and finalizing high-fidelity projects in real time, with no code required. You can see some videos here. “The true potential of the spatial computing era is unlocked when teams can step inside t

Topics: 3d analogue design spatial team

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AT&T is making it easier to send pictures to 911 dispatchers

theverge.com Jess Weatherbed 2026-03-04 15:15:50

AT&T is updating its next-gen 911 network to give users more efficient ways to share important information with emergency services. Starting in October, AT&T’s ESInet emergency communications platform will make it easier for AT&T customers to share pictures and video messages with supported dispatch centers, helping to quickly explain the situation and better prepare first responders who will arrive on the scene. The ESInet platform helps 911 dispatch centers process callouts faster and more re

Topics: 911 centers dispatchers emergency esinet

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Verizon's Project 624 Is an AI-Powered Customer Service Initiative

cnet.com See Full Bio 2026-03-04 23:30:00

In April, Verizon's CEO of its consumer group, Sowmyanarayan Sampath, dropped a cryptic teaser on his LinkedIn Page: "Project 624. All about the customer. Coming soon." And then… nothing more about it. Until today. Now we know that 624 represents the date, June 24, and the project is an ambitious customer service program intended to make it so subscribers can resolve issues by contacting Verizon just once. And yes, AI is involved, but don't roll your eyes just yet. Sampath laid out changes to

Topics: ai customer said sampath verizon

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Software 3.0 is powered by LLMs, prompts, and vibe coding - what you need know

zdnet.com Joe Mckendrick 2026-03-06 20:00:04

dan/Getty Are large language models (LLMs) our new operating systems? If so, they are changing the definition of what we consider to be software. Also: 8 ways to write better ChatGPT prompts - and get the results you want faster Several analogies are used to describe the impact of fast-evolving AI technologies, such as utilities, time-sharing systems, and operating systems. Andrej Karpathy, co-founder of OpenAI and former senior director of AI at Tesla, believes that an operating system is th

Topics: karpathy llms neural operating software

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From fear to fluency: Why empathy is the missing ingredient in AI rollouts

venturebeat.com Rukmini Reddy 2026-03-07 15:05:00

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more While many organizations are eager to explore how AI can transform their business, its success will hinge not on tools, but on how well people embrace them. This shift requires a different kind of leadership rooted in empathy, curiosity and intentionality. Technology leaders must guide their organizations with clarity and care. People use

Topics: adoption ai empathy leaders people

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Something Comically Bad Just Happened to the Inventor of Ozempic

futurism.com Unknown 2026-03-11 11:15:32

Image by Kristian Tuxen Ladegaard Berg/SOPA Images/LightRocket via Getty Images / Futurism Rx/Medicines Novo Nordisk, the Danish company behind Ozempic and Wegovy, made one very dumb decision a few years ago that's now poised to massively eat into its profits — a wild twist in the pharma company's saga, and an all-time cautionary tale for its peers. When watching an interview with the head of generic drugmaker Sandoz, Science magazine columnist Derek Lowe learned something incredible: that Nov

Topics: canada novo patent saynor semaglutide

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Someone got iOS running on a Nintendo Switch, because why not?

9to5mac.com Marcus Mendes 2026-03-12 09:19:35

While more than 3.5 million people have spent the last couple of weeks glued to a brand-new Nintendo Switch 2, X user PatRyk (@Patrosi73) decided to invest their time elsewhere: trying to run iOS on the original Nintendo Switch. And they did it! Sort of. According to PatRyk, they spent two full days working on a way to run a full build of iOS inside QEMU, an open-source machine emulator and virtualizer that can simulate entirely different hardware architectures in software. The result is a ful

Topics: apple days ios patryk ve

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Bento: A Steam Deck in a Keyboard

news.ycombinator.com Unknown 2026-03-12 07:21:26

Bento What is Bento? Bento is a computer. Its name come from it's distinctly bento box look, and it takes inspiration from the Comodore 64, and the many creations on r/cyberdeck. It fit perfectly underneath a keyboard, which acts as a lid! Giving you easy access to the internals, as well as a compartment to store various small peripherals. There is no display This is key. Bento is meant to be used with an external display, particularly spatial displays like the XREAL One’s, but obviously it

Topics: bento computer display keyboard spatial

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Introduction to the A* Algorithm (2014)

news.ycombinator.com Patel 2026-03-11 08:25:23

Created 26 May 2014, updated Aug 2014, Feb 2016, Jun 2016, Jun 2020, Jul 2023 Graph search algorithms let us find the shortest path on a map represented as a graph. Move the blob (start point) and cross (end point) to see the shortest path found by the A* Algorithm: A* is one of a family of related graph search algorithms: Breadth First Search[1] explores equally in all directions. Dijkstra’s Algorithm[2] takes into account movement costs. A*[3] explores more towards a single destination. In ad

Topics: current frontier graph path start

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Which video game shipped the first day-one patch in history?

techspot.com Unknown 2026-03-13 13:38:00

Choose wisely! The correct answer, the explanation, and an intriguing story await. Correct Answer: Ultima IX: Ascension (1999) What was the storage size of the first USB flash drive? The honor (or infamy) of the first day-one patch is widely attributed to Ultima IX: Ascension, released in 1999. The game launched with significant bugs and performance issues, prompting Origin Systems to release a patch on the very day of its release. This marked a turning point in gaming history, when develope

Topics: day issues ix patch ultima

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Introduction to the A* Algorithm

news.ycombinator.com Patel 2026-03-13 10:25:23

Created 26 May 2014, updated Aug 2014, Feb 2016, Jun 2016, Jun 2020, Jul 2023 Graph search algorithms let us find the shortest path on a map represented as a graph. Move the blob (start point) and cross (end point) to see the shortest path found by the A* Algorithm: A* is one of a family of related graph search algorithms: Breadth First Search[1] explores equally in all directions. Dijkstra’s Algorithm[2] takes into account movement costs. A*[3] explores more towards a single destination. In ad

Topics: current frontier graph path start

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The Travel Writer's Dilemma: Share, or Gatekeep?

news.ycombinator.com Pico Iyer 2026-03-11 11:14:22

No reviewer of books or movies faces this predicament, and if an overlooked novel or documentary suddenly wins recognition, most of us rejoice. But destinations are fragile, on several fronts — many can’t bear the weight of thousands. While sailing around Antarctica, even as I marveled at its otherworldly beauty, I was selfishly glad that not many visitors are permitted there, so precarious is its environment. Sometimes, therefore, I simply delight in the fact that my tastes are not the same as

Topics: desert fact monks path visitors

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Strangers in the Middle of a City: The John and Jane Does of L.A. Medical Center

news.ycombinator.com Staff Writer 2026-03-12 12:45:53

He had a buzz cut and brown eyes, a stubbly beard and a wrestler’s build. He did not have a wallet or phone; he could not state his name. He arrived at Los Angeles General Medical Center one cloudy day this winter just as thousands of people do every year: alone and unknown. Some 130,000 people are brought each year to L.A. General’s emergency room. Many are unconscious, incapacitated or too unwell to tell staff who they are. Nearly all these Jane and John Does are identified within 48 hours

Topics: general hospital man medical patient

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Show HN: Lstr – A modern, interactive tree command written in Rust

news.ycombinator.com Unknown 2026-03-14 15:07:19

lstr A blazingly fast, minimalist directory tree viewer, written in Rust. Inspired by the command line program tree, with a powerful interactive mode. An interactive overview of lstr 's project structure... using lstr . Philosophy Fast: Runs directory scans in parallel by default to maximize speed on modern hardware. Runs directory scans in parallel by default to maximize speed on modern hardware. Minimalist: Provides essential features without the bloat. The core experience is clean and un

Topics: directory file interactive lstr path

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Appeals court tosses $300 million Optis patent verdict against Apple

9to5mac.com Marcus Mendes 2026-03-15 05:14:29

On Monday, Apple scored a big legal victory in one of its longest-running patent battles, when the U.S. Court of Appeals for the Federal Circuit overturned a $300 million damages award the company had been ordered to pay to Optis Wireless Technology. This latest decision (via Reuters) marks the second time a nine-figure damages verdict in this case has been thrown out. Now, the case is heading back to Texas for yet another trial. What’s this case about again? Optis, a Texas-based IP managemen

Topics: apple case damages optis patents

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Sitecore CMS exploit chain starts with hardcoded 'b' password

bleepingcomputer.com Unknown 2026-03-16 01:10:35

A chain of Sitecore Experience Platform (XP) vulnerabilities allows attackers to perform remote code execution (RCE) without authentication to breach and hijack servers. Sitecore is a popular enterprise CMS used by businesses to create and manage content across websites and digital media. Discovered by watchTowr researchers, the pre-auth RCE chain disclosed today consists of three distinct vulnerabilities. It hinges on the presence of an internal user (sitecore\ServicesAPI) with a hardcoded pa

Topics: attacker path sitecore upload watchtowr

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How you breathe is like a fingerprint that can identify you

news.ycombinator.com Basilio 2026-03-14 02:41:31

Every breath you take ... could add to a breathing pattern that is unique to you, a study finds.Credit: Anusak Laowilas/NurPhoto via Getty Like the swirls in fingerprints, a person’s breathing pattern might be unique to them — offering a way not only to identify individuals, but also to identify some of their physical and mental traits. A team of researchers measured the breathing of 97 healthy people for 24 hours, and found that they could identify participants with relatively high accuracy f

Topics: 24 breath breathing participants patterns

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Patreon to Take Bigger Cut From New Creators Starting This Summer: Here's What to Do

cnet.com See Full Bio 2026-03-17 17:25:00

Patreon is changing its business model, and new creators will soon feel the difference. Starting later this summer, Patreon will increase the percentage it takes from newly launched creator accounts. While existing creators will keep their current revenue share, those joining the platform after the change will give up a larger portion of their earnings to Patreon. As of now, Patreon takes an 8% cut or a 12% cut from creators, depending on their selected tier, though the 8% plan is the most popu

Topics: creators new patreon takes ve

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Patreon is raising its fees for new creators this summer

engadget.com Unknown 2026-03-18 05:15:46

The standard plan will be the only option for new creators moving forward, in lieu of the Pro and Premium plans. After August 4, creators setting up a paid membership page on Patreon will have to pay a 10 percent fee on their earnings under the platform's new standard plan. While Patreon currently offers Pro and Premium plans, which carry fees of 8 percent and 12 percent of creators' income, respectively, it's merging the two into a single option moving forward. The price increase only applies

Topics: creators patreon percent plan video

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Patreon is raising its fees for new creators soon

theverge.com Dominic Preston 2026-03-18 05:15:00

Patreon has announced an update to its pricing, consolidating its Pro and Premium plans into a single offering starting August 5th. The new plan will take 10 percent of creators’ earnings, rather than the current eight percent for Pro and 12 percent for Premium users. That will mean a price increase for many new users, though existing users won’t see any increase, nor will anyone who signs up before the change takes effect. And for access to all the features from the old Premium tier, you’ll nee

Topics: creators patreon percent premium pro

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Patreon will increase the cut it takes from new creators

techcrunch.com Amanda Silberling 2026-03-18 05:54:49

Patreon, a creator monetization platform that offers membership programs and digital goods, announced on Monday that it is changing its pricing structure. Currently, Patreon takes an 8% cut or a 12% cut from creators, depending on their selected tier — though the 8% plan is far more popular. The new pricing plan instead offers one universal tier, which keeps 10% of creator earnings. Existing Patreon creators need not worry — this price increase will only affect creators who publish a new Patr

Topics: creator creators hosting new patreon

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The Talented Ms. Highsmith

news.ycombinator.com Unknown 2026-03-17 15:39:20

The Talented Ms. Highsmith I worked for the novelist in her final months. I thought she wanted to kill me. Patricia Highsmith pictured at her home in Tegna, Switzerland, in 1985. Dino Fracchia / Alamy Stock I first read Patricia Highsmith’s novels in the fall of 1994. I was twenty and living in a room in her house in Tegna, Switzerland, that was plastered with bookshelves full of her first editions, organized in chronological order. Pat was seventy-four and knew she was about to die; she had

Topics: dani did like pat told

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Notes on the History of the Map Tile

news.ycombinator.com Unknown 2026-03-18 19:14:09

Notes on the history of the map tile Web map tiles—the storing of geospatial data at different zoom levels in x/y/z indexed squares of raster (and later, vector) data for efficient storage and transmission of digital maps—are, despite their seeming simplicity, I think one of the most significant developments in geospatial software history. Tiling transformed the user experience of digital maps from one of tedious clicks-and-reloads to one of fluid, dynamic exploration. It made digital maps feel

Topics: data map maps patent prc

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Design Patterns for Securing LLM Agents Against Prompt Injections

news.ycombinator.com Simon Willison 2026-03-20 12:27:46

Design Patterns for Securing LLM Agents against Prompt Injections This new paper by 11 authors from organizations including IBM, Invariant Labs, ETH Zurich, Google and Microsoft is an excellent addition to the literature on prompt injection and LLM security. In this work, we describe a number of design patterns for LLM agents that significantly mitigate the risk of prompt injections. These design patterns constrain the actions of agents to explicitly prevent them from solving arbitrary tasks.

Topics: agent agents llm pattern prompt

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The coolest visionOS 26 feature is also a hint at Apple’s next home product

9to5mac.com Marcus Mendes 2026-03-21 02:59:00

This week, Apple unveiled visionOS 26, and one of its standout features is spatial widgets: customizable, three-dimensional elements that users can pin to their surroundings and glance at while wearing an Apple Vision Pro. And while they’re technically impressive and undeniably cool-looking (especially that wall-embedded ones), they might also be Apple’s first hint at what we could expect from a long-rumored smart home product. Spatial widgets in visionOS 26 With customizable Batteries, Calen

Topics: apple smart spatial wall widgets

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Pentagon Has Been Pushing Americans to Believe in UFOs for Decades, New Report

news.ycombinator.com Lucas Ropek 2026-03-23 13:43:10

UFOs have been back in the news a lot lately, and it may be the case that the government wants it that way. Last week, the Wall Street Journal published the first of a two-part series that probes the ways in which the Defense Department has been responsible for creating and fostering the UFO mythology in America. The article shows that the government has, at various points over the years, purposefully sown disinformation about UFOs, in an effort to make Americans believe in little green men. Th

Topics: government journal kirkpatrick nuclear ufo

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Windows on Arm users now spend 90% of time in native apps, says Arm

techspot.com Zo Ahmed 2026-03-22 09:31:00

Why it matters: Windows on Arm may have finally hit its stride. Arm recently announced that users on the platform now spend more than 90% of their time using native applications. This bump marks a significant milestone, suggesting that historical concerns over app compatibility may be becoming less of a problem. Concerns about app compatibility have long held back the adoption of Arm-based Windows PCs. Since the launch of Snapdragon-powered Copilot+ devices last year, Arm says developer support

Topics: app arm compatibility native performance

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Meow Wolf and Niantic Spatial explore expansion of multimedia art with AR

venturebeat.com Dean Takahashi 2026-03-23 11:00:00

Meow Wolf, known for its story worlds and immersive multimedia art, has partnered with Niantic Spatial to explore multimedia art with augmented reality. They are working on a proof of concept to bring those worlds beyond the walls of physical exhibitions and into the world of AR. Niantic Spatial is a geospatial AI company transforming how people and machines understand and interact with the physical world. Together, the two companies are exploring how location-based AR—powered by Niantic’s Vis

Topics: art meow niantic spatial wolf

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Latest Tech News

The Bitter Lesson is coming for Tokenization

8BitDo’s controllers will work with the Switch 2 after a firmware update

Spatial releases Analogue 2 collaborative design platform for Apple Vision Pro

AT&T is making it easier to send pictures to 911 dispatchers

Verizon's Project 624 Is an AI-Powered Customer Service Initiative

Software 3.0 is powered by LLMs, prompts, and vibe coding - what you need know

From fear to fluency: Why empathy is the missing ingredient in AI rollouts

Something Comically Bad Just Happened to the Inventor of Ozempic

Someone got iOS running on a Nintendo Switch, because why not?

Bento: A Steam Deck in a Keyboard

Introduction to the A* Algorithm (2014)

Which video game shipped the first day-one patch in history?

Introduction to the A* Algorithm

The Travel Writer's Dilemma: Share, or Gatekeep?

Strangers in the Middle of a City: The John and Jane Does of L.A. Medical Center

Show HN: Lstr – A modern, interactive tree command written in Rust

Appeals court tosses $300 million Optis patent verdict against Apple

Sitecore CMS exploit chain starts with hardcoded 'b' password

How you breathe is like a fingerprint that can identify you

Patreon to Take Bigger Cut From New Creators Starting This Summer: Here's What to Do

Patreon is raising its fees for new creators this summer

Patreon is raising its fees for new creators soon

Patreon will increase the cut it takes from new creators

The Talented Ms. Highsmith

Notes on the History of the Map Tile

Design Patterns for Securing LLM Agents Against Prompt Injections

The coolest visionOS 26 feature is also a hint at Apple’s next home product

Pentagon Has Been Pushing Americans to Believe in UFOs for Decades, New Report

Windows on Arm users now spend 90% of time in native apps, says Arm

Meow Wolf and Niantic Spatial explore expansion of multimedia art with AR

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