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A deep dive into self-improving AI and the Darwin-Gödel Machine

Source: news.ycombinator.com | By Richard Cornelius Suwandi

Published on: 2025-06-07 15:19:32

Most AI systems today are stuck in a “cage” designed by humans. They rely on fixed architectures crafted by engineers and lack the ability to evolve autonomously over time. This is the Achilles heel of modern AI — like a car, no matter how well the engine is tuned and how skilled the driver is, it cannot change its body structure or engine type to adapt to a new track on its own. But what if AI could learn and improve its own capabilities without human intervention? In this post, we will dive in

Keywords: agents ai dgm new self

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Revisiting Loop Recognition in C++ in Rust

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-08 18:18:22

Back in 2011, Google published a report for Scala Days 2011 comparing the idiomatic implementation of an algorithm in C++, Java, Go, and Scala. Over ten years later, the landscape has changed significantly. The 2011 Stack Overflow Survey (the second ever!) only asked users what languages they were proficient in. Let's pretend for a moment that proficency roughly correlates to popularity. Java leads the four with nearly 32% of respondents claiming some proficiency. C++ is in eighth with just ov

Keywords: paper rust safe self unsafe

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Searching for Autograms

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-08 23:31:02

Searching for Autograms This sentence contains three a’s, three c’s, two d’s, twenty-seven e’s, four f’s, one g, five h’s, eleven i’s, two l’s, sixteen n’s, seven o’s, five r’s, twenty-nine s’s, sixteen t’s, two u’s, six v’s, six w’s, six x’s, and three y’s. What’s an autogram An autogram is a self-referential sentence that writes out a count of its own characters - like the sentence above. You can count the number of occurrences of each letter in that first quoted sentence and verify it’s th

Keywords: cycle previous self sentence seven

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Waymo's Self-Driving Taxis Have a Hilarious Problem That's Driving People Bananas

Source: futurism.com | By Unknown

Published on: 2025-06-11 13:15:39

Self-driving cars might be taking the world by storm, but that doesn't mean everyone's happy about it. Some residents unfortunate enough to live next to the Waymo depot in Santa Monica, California discovered a dreadful byproduct of Alphabet's self-driving cars: their insanely irritating backup noise. "It's one of the most annoying noises I could think of," one resident told local station KTLA. As the Los Angeles Times recently reported, local regulations require self-driving vehicles to emit

Keywords: driving local self vehicles waymo

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Tesla’s Robotaxi Could Self-Drive Your Faith in Autonomous Cars Right Off a Cliff

Source: gizmodo.com | By James Pero

Published on: 2025-06-13 00:30:51

It’s been a long time coming for Tesla’s robotaxi, but it looks like the company’s first truly driverless vehicle may be ready for a road test. According to Bloomberg, Tesla is set to reveal its robotaxi as soon as June 12, which—if you have a calendar and/or a cursory concept of time and space—you may note is pretty damn soon. While that reveal may be around the corner, the journey for Tesla’s robotaxi to become a real thing you can plant your butt in has been long and winding. Elon Musk—and th

Keywords: driving musk robotaxi self tesla

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The Darwin Gödel Machine: AI that improves itself by rewriting its own code

Source: news.ycombinator.com | By Sakana Ai

Published on: 2025-06-13 06:08:40

The Darwin Gödel Machine: AI that improves itself by rewriting its own code May 30, 2025 Summary A longstanding goal of AI research has been the creation of AI that can learn indefinitely. One tantalizing path toward that goal is an AI that improves itself by rewriting its own code, including any code responsible for learning. That idea, known as a Gödel Machine, proposed by Jürgen Schmidhuber decades ago, is a hypothetical self-improving AI. It optimally solves problems by recursively rew

Keywords: ai code dgm performance self

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The Clock Is Ticking on Elon Musk's Hail Mary to Save Tesla

Source: futurism.com | By Unknown

Published on: 2025-06-14 16:31:29

It's December of 2015, and the Green Bay Packers are up against the wall. They've lost their last three games, and their early-season momentum is feared dead in the water. The Detroit Lions, a longtime rival, only need to stop one last play on the 39-yard line to keep their two-point lead and take home the win. The snap comes, and Packers quarterback Aaron Rodgers scrambles down the field while his faithful receivers scutter for the endzone. From 61 yards, the quarterback makes his final throw

Keywords: bus driving musk self tesla

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Want to Try Tesla's Robotaxi Service? It's Supposedly Launching in Austin in June

Source: cnet.com | By See Full Bio

Published on: 2025-06-15 11:36:00

Tesla plans to launch its robotaxi self-driving "Cybercab" vehicles in Austin, Texas, on June 12, according to a report from Bloomberg. The news outlet cited a source close to the plans who revealed the date, which is in line with remarks Tesla CEO Elon Musk has made about a launch window of June in locations including Texas and California. Tesla first unveiled a design and plan for its robotaxi service back in October at an event at Warner Bros Studios. Musk's timeline for production of the v

Keywords: austin driving launch self tesla

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Apple Expands Official Self Service Repair Options to Include iPads

Source: cnet.com | By See Full Bio

Published on: 2025-06-17 08:00:00

Having iPad trouble? With Apple's May 29 expansion of its Self Service Repair Store, you may be able to fix your device at home. Users will have the choice of taking their iPads to an Apple Store Genius Bar or attempting certain repairs by themselves with help from Apple's own resources. The Self Service Repair Store will now offer genuine iPad parts (including displays, batteries, cameras and charging ports), repair toolkits and the ability to arrange an Apple Diagnostics session, among other

Keywords: apple ipad repair self service

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Space Selfie

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-16 13:36:28

Since his early days at NASA, Mark Rober has been blasting stuff into space, and now he wants to do it with one of your photos! So, he got a satellite called SAT GUS* and it’s being launched into orbit to take the most epic selfies in the universe. To prove to you that we didn’t fake the landing of your Space Selfie, we'll take a picture of the phone displaying your image with Earth in the background. Boom - you get a selfie with the Earth. A Space Selfie! *Why SAT GUS? Well SAT is short f

Keywords: gus sat satellite selfie space

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Watch in Horror as Cybertruck Driver Plays "Grand Theft Auto" While Screaming Down Highway on Self-Driving Mode

Source: futurism.com | By Unknown

Published on: 2025-06-19 23:37:04

In a video as scary as it is stupid, a Cybertruck driver has filmed himself playing Grand Theft Auto V while roaring down a highway in full self-driving (FSD) mode. Initially posted on Instagram by a user that calls himself "CTJesu55," the unsettling FSD clip has since made its way to other social networks as folks watch on in awe and fury as the postercontrols a virtual Cybertruck in GTA — a franchise, in a meta twist, that's largely centered around the satirical celebration of reckless drivin

Keywords: cybertruck fsd self tesla user

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Self-Driving Tesla Suddenly Swerves Off the Road and Crashes

Source: futurism.com | By Unknown

Published on: 2025-06-22 23:30:31

A video that went viral on Reddit shows a Tesla Model 3 with its so-called "Full Self-Driving" driver assistance feature turned on veering off a country road, crashing into some fencing, and flipping onto its roof. An image shared by Wally, a Tesla owner in Alabama, shows the aftermath: deployed airbags, smashed windows, and a ripped-up metal wire fence. It's unclear what actually caused the crash, as there's nothing in particular that stands out as far as road conditions. The vehicle drives o

Keywords: driving fsd road self tesla

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Tesla Executive Admits That Self-Driving Is Going Nowhere Fast

Source: futurism.com | By Unknown

Published on: 2025-06-23 01:00:38

Nearly ten years ago in 2015, rising tech entrepreneur Elon Musk made a bold announcement: Tesla vehicles would be fully driving themselves by 2017. The billionaire was talking about vehicles with level 5 autonomy — a designation by the Society of Automotive Engineers (SAE) commonly used as the benchmark for a full self-driving car that can drive where its passengers please with no intervention. He repeated those claims in January 2016, saying "summon should work anywhere connected by land and

Keywords: driving level self tesla vehicle

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Attention Wasn't All We Needed

Source: news.ycombinator.com | By Stephen Diehl

Published on: 2025-06-24 00:14:29

Attention Wasn't All We Needed There's a lot of modern techniques that have been developed since the original Attention Is All You Need paper. Let's look at some of the most important ones that have been developed over the years and try to implement the basic ideas as succinctly as possible. We'll use the Pytorch framework for most of the examples. Note that most of these examples are highly simplified sketches of the core ideas, if you want the full implementation please read the original pape

Keywords: dim head_dim num_heads output self

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Async from scratch 3: Pinned against the wall

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-25 14:02:00

So, we've covered polling. We've tackled sleeping (and waking). Going back to the definition, that leaves us with one core concept left to conquer: pinning! But before we get there, there was that one tiny other aside I'd like to go over, just so we can actually use the real trait this time. It'll be quick, I promise. And then we'll be back to what you came here for. Intermission: Letting our types associate Let's ignore poll() completely for a second, and focus on another sneaky change I pul

Keywords: house mut pin poll self

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The Annotated Kolmogorov-Arnold Network (Kan)

Source: news.ycombinator.com | By Alex L. Zhang

Published on: 2025-06-25 19:40:11

if the LaTeX is not loading, refresh the page. This post is analogous to and heavily inspired by the Annotated Transformer but for KANs. It is fully functional as a standalone notebook, and provides intuition along with the code. Most of the code was written to be easy to follow and to mimic the structure of a standard deep learning model in PyTorch, but some parts like training loops and visualization code were adapted from the original codebase. We decided to remove some sections from the ori

Keywords: function kan model self torch

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Using unwrap() in Rust is Okay (2022)

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-27 12:41:21

Using unwrap() in Rust is Okay One day before Rust 1.0 was released, I published a blog post covering the fundamentals of error handling. A particularly important but small section buried in the middle of the article is named “unwrapping isn’t evil”. That section briefly described that, broadly speaking, using unwrap() is okay if it’s in test/example code or when panicking indicates a bug. I generally still hold that belief today. That belief is put into practice in Rust’s standard library a

Keywords: error panic self unwrap use

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Self-hosting is having a moment. Ethan Sholly knows why.

Source: arstechnica.com | By Unknown

Published on: 2025-06-30 12:22:42

Self-hosting is having a moment, even if it's hard to define exactly what it is. It's a niche that goes beyond regular computing devices and networks but falls short of a full-on home lab. (Most home labs involve self-hosting, but not all self-hosting makes for a home lab.) It adds privacy, provides DRM-free alternatives, and reduces advertising. It's often touted as a way to get more out of your network-attached storage (NAS), but it's much more than just backup and media streaming. Is self-h

Keywords: ethan hosting newsletter self sholly

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UK driverless cars coming in 2027 - but Uber says it's ready now

Source: feeds.bbci.co.uk | By Unknown

Published on: 2025-07-04 05:24:06

UK driverless cars coming in 2027 - but Uber says it's ready now 13 hours ago Share Save Zoe Kleinman • @zsk Technology editor Share Save BBC Andrew Macdonald, of Uber, and the BBC's Zoe Kleinman in the robotaxi Uber has said it is "ready to go" now with driverless taxis in the UK - but the government has put back the date it expects to approve fully self-driving vehicles. The previous administration said fully autonomous cars were "set to be on roads by 2026", but the new government says it

Keywords: driving macdonald said self uk

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UK driverless cars unlikely until 2027 - but Uber says it's ready now

Source: feeds.bbci.co.uk | By Unknown

Published on: 2025-07-04 10:24:06

UK driverless cars unlikely until 2027 - but Uber says it's ready now 9 hours ago Share Save Zoe Kleinman • @zsk Technology editor Share Save BBC The specially adapted Uber taxi on the streets of London Uber has said it is "ready to go" now with driverless taxis in the UK - but the government has put back the date it expects to approve fully self-driving vehicles. The previous administration said fully autonomous cars were "set to be on roads by 2026", but the new government says it is now mo

Keywords: driving said self uber uk

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Llama from scratch (2023)

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-30 20:34:28

Llama from scratch (or how to implement a paper without crying) 09 Aug, 2023 Llama from scratch I want to provide some tips from my experience implementing a paper. I'm going to cover my tips so far from implementing a dramatically scaled-down version of Llama for training TinyShakespeare. This post is heavily inspired by Karpathy's Makemore series, which I highly recommend. I'm only going to loosely follow the layout of their paper; while the formatting and order of sections makes sense for

Keywords: config d_model model self torch

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This HEPA Air Purifier Is 73% Off on Amazon, Now Almost Free and with an Excellent 5/5 Rating

Source: gizmodo.com | By Gizmodo Deals

Published on: 2025-07-09 01:40:24

As air pollution increases in metropolitan areas and suburbs, having the ability to breathe clean air within the home has never been more crucial. Invisible pollutants, allergens, and dust can affect your health and possibly causing a myriad of health problems long term. One of the simplest and most effective things you can do to protect yourself and your family is to purchase a good air purifier. The EcoSelf air purifier is available on Amazon at an all-time low price of just $54, which is a s

Keywords: air ecoself health price purifier

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Chinese Company Leapfrogs Tesla, Announces Self-Driving Car Rental Service

Source: futurism.com | By Unknown

Published on: 2025-07-12 07:00:50

When it comes to self driving vehicles, China went from zero to 60 in the blink of an eye. And every day, they're moving even faster than the rest of the world — and especially America. To wit: Baidu, the Beijing company behind China's largest search engine, has just announced the launch of what it calls the "world's first autonomous vehicle rental service." The program is the result of a partnership with CAR Inc — which is said to be China's largest car rental company — and it'll apparently g

Keywords: autonomous china driving self tesla

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Cybertruck owners won't get Autosteer feature

Source: news.ycombinator.com | By Fred Lambert

Published on: 2025-07-19 12:47:53

Tesla has confirmed its latest bait-and-switch: Cybertruck owners will not get the Autosteer feature they paid for. Instead, they will get a year of ‘Supervised Full Self-Driving’. When Tesla started delivering the Cybertruck in late 2023, the software was incomplete, especially regarding its Advanced Driver Assist System (ADAS) features like ‘Supervised (FSD) Full Self-Driving’, which was included in the price of all early Cybertrucks. It took Tesla almost a year to start releasing its FSD o

Keywords: cybertruck owners self tesla year

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The Uncanny Mirror: AI, Self-Doubt, and the Limits of Reflection

Source: news.ycombinator.com | By Jason Oh

Published on: 2025-07-22 07:36:33

Not all mirrors are honest. Some are simply more aware of their distortions. In an era where language models can reflect our minds back to us in uncanny ways, what happens when we use them not for answers but for true self-audit? This is my experiment in mapping—and challenging—my own cognitive altitude. Existing in the uneasy liminal space between roles, I found myself weighed by a rising tide of self-doubt—a challenging state familiar to many, yet particularly salient when considering the cl

Keywords: altitude cognitive intelligence model self

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XPeng P7+ Review: Price, Specs, Availability

Source: wired.com | By Mark Andrews

Published on: 2025-07-26 20:30:00

Xpeng is seen by some as the Chinese answer to Tesla, not only because of its emphasis on tech, particularly self-driving, but also in terms of positioning. One of three Chinese EV start-ups listed in the US for a long time, it was best seen as an also-ran thanks to disappointing sales against better-known Nio and sales powerhouse Li Auto. That all changed for Xpeng last year thanks to two new models. Sales of the first, the Xpeng Mona M03, began in August and quickly the car became Xpeng’s bes

Keywords: driving p7 range self xpeng

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Driverless semis have started running regular longhaul routes

Source: news.ycombinator.com | By Alexandra Skores

Published on: 2025-07-27 04:02:51

Washington, DC CNN — Driverless trucks are officially running their first regular long-haul routes, making roundtrips between Dallas and Houston. On Thursday, autonomous trucking firm Aurora announced it launched commercial service in Texas under its first customers, Uber Freight and Hirschbach Motor Lines, which delivers time- and temperature-sensitive freight. Both companies conducted test runs with Aurora, including safety drivers to monitor the self-driving technology dubbed “Aurora Driver

Keywords: aurora driving safety self technology

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The first driverless semis have started running regular longhaul routes

Source: news.ycombinator.com | By Alexandra Skores

Published on: 2025-07-28 00:02:51

Washington, DC CNN — Driverless trucks are officially running their first regular long-haul routes, making roundtrips between Dallas and Houston. On Thursday, autonomous trucking firm Aurora announced it launched commercial service in Texas under its first customers, Uber Freight and Hirschbach Motor Lines, which delivers time- and temperature-sensitive freight. Both companies conducted test runs with Aurora, including safety drivers to monitor the self-driving technology dubbed “Aurora Driver

Keywords: aurora driving safety self technology

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Uber’s latest autonomous vehicle partner? Chinese startup Momenta

Source: techcrunch.com | By Rebecca Bellan

Published on: 2025-07-28 00:12:15

In Brief Uber announced Friday yet another autonomous vehicle partnership as it leverages its dominant ride-hail and delivery position while relying on partners to supply the self-driving tech it isn’t building in-house. Today, the lucky startup is Chinese self-driving firm Momenta. The tie-up comes a day after Uber added Ann Arbor-based May Mobility to its roster of AV collaborators, which also includes Volkswagen, Waymo, Wayve, WeRide and many others. Uber said it would add Momenta’s robota

Keywords: driving momenta self tesla uber

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10 Best Pajamas for Women of 2025: Cotton, Silk, Bamboo, and More

Source: wired.com | By Boutayna Chokrane

Published on: 2025-08-05 00:02:00

The best pajamas for women are made with breathable fabrics and relaxed silhouettes, with designs so gorgeous that you might wonder if you can get away with wearing them out. Too often, we settle for mismatched sets that are uncomfortable or ill-fitting, thinking it's just for sleep, but that's a mistake. After all, we spend a third of our lives in bed. Our downtime should be as intentional as the rest of our day. In this guide, I've rounded up the best pajamas for women, from cooling bamboo bl

Keywords: best self sets ve women

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