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Problems the AI industry is not addressing adequately

I think the AI industry is facing a handful of urgent problems it’s not addressing adequately. I believe everything I write here is at least directionally true, but I could be wrong. My aim isn’t to be definitive, just to spark a conversation. What follows is a set of expanded thoughts on those problems, in no particular order. Disclaimer: Not everyone in AI is as bad as I’m making them sound. I’m flattening a wildly diverse field into a single tone, which is obviously reductive. People are dif

I'm Losing All Trust in the AI Industry

I think the AI industry is facing a handful of urgent problems it’s not addressing adequately. I believe everything I write here is at least directionally true, but I could be wrong. My aim isn’t to be definitive, just to spark a conversation. What follows is a set of expanded thoughts on those problems, in no particular order. Disclaimer: Not everyone in AI is as bad as I’m making them sound. I’m flattening a wildly diverse field into a single tone, which is obviously reductive. People are dif

You Probably Own These 20 Kitchen Tools -- And Pros Think They're Useless

Countertop real estate is valuable, and when you're short on space, every inch counts. That's why it's frustrating when drawers get crowded with gadgets that looked fun at first but quickly collect dust. Whether it's an avocado cuber, a corn kernel stripper or a specialty peeler you forgot you even owned, these single-use tools often take up more room than they're worth. Instead of giving in to gimmicks, it's smarter to build your kitchen around dependable, multifunctional gear. We asked chefs

I want to leave tech: what do I do?

Let’s say you’re working in tech and you have a technical role: you’re a programmer, a graphic or UI/UX designer, a sysadmin, maybe even a product manager. Let’s say you want to leave, change career, and do something more meaningful with your skills. Your motivations may vary: you feel the tech industry produces nothing of value, or maybe you have the legitimate suspicion that what you build helps bomb innocent people somewhere. You might want to leave because of the individualistic culture tha

Automatically Rewrite Container Image References in Kubernetes

Mutating Registry Webhook A Kubernetes mutating admission webhook that automatically rewrites container image references to use pull-through cache registries (like AWS ECR Pull Through Cache). Description This webhook intercepts Pod creation and update requests in your Kubernetes cluster and automatically rewrites container image references based on configurable rules. This is particularly useful when you want to: Use AWS ECR Pull Through Cache to reduce external registry dependencies Imple

What’s wrong with AAA games? The development of the next Battlefield has answers.

It's been 23 years since the first Battlefield game, and the video game industry is nearly unrecognizable to anyone who was immersed in it then. Many people who loved the games of that era have since become frustrated with where AAA (big budget) games have ended up. Today, publisher EA is in full production on the next Battlefield title—but sources close to the project say it has faced culture clashes, ballooning budgets, and major disruptions that have left many team members fearful that parts

US chipmakers could see bigger tax credits if Trump’s spending bill passes

In Brief The semiconductor industry could see a big tax benefit if the Trump administration is able to pass the current version of its spending bill. The latest draft of the Trump administration’s “Big, Beautiful Bill,” which already passed in the Senate, will raise the tax credit for chipmakers building manufacturing plants in the U.S. from 25% to 35%, as originally reported by CNBC. Companies including Intel, TSMC, and Micron Technology could reap these benefits if they continue to expand t

Foxconn tells hundreds of Chinese staff to return from its Indian iPhone factories

In Brief Apple’s biggest assembly partner, Foxconn, has ordered more than 300 of its Chinese employees to return home from its iPhone factories in India, Bloomberg reported, citing anonymous sources. The employees told to return account for the bulk of Foxconn’s staff in its iPhone facilities in India, and only Taiwanese support staff remain in the country, the report said. The motivation behind the order was not immediately clear, Bloomberg reported, though the outlet noted that Chinese offi

A CarFax for Used PCs; Hewlett Packard wants to give old laptops new life

The United Nations’ Global E-waste Monitor estimates that the world generates over 60 million metric tons of e-waste annually. Furthermore, this number is rising five times faster than e-waste recycling. Much of this waste comes from prematurely discarded electronic devices. Many enterprises follow a standard three-year replacement cycle, assuming older computers are inefficient. However, many of these devices are still functional and could perform well with minor upgrades or maintenance. The i

The Academic Pipeline Stall: Why Industry Must Stand for Academia – ACM Sigops

The Research Pipeline is Stalling The U.S. National Science Foundation (NSF) froze all outgoing funding, including new awards and scheduled payments on active grants. Over 1,000 NSF research projects were abruptly canceled in a few days, resulting in roughly $739 million in halted research funding. The directive, issued with little explanation, has created chaos across the academic research ecosystem, part of a broader trend Nature described as an unprecedented assault. Before we go any furthe

Moratorium on state AI laws set to pass, with some exemptions

If there's one thing the AI industry needs it's more regulation. Yet, soon individual US states might not have much say in what AI companies can and can't do thanks to Trump pleasing senators. That's right, an AI-friendly amendment to the president's tax legislation is on the road to approval — despite concerns that its shoehorning is illegal. The clause would prevent states from legislating the AI industry for five years, Bloomberg reports. Only states that cooperate will be allowed to access s

Modelling API rate limits as diophantine inequalities

modelling API rate limits as diophantine inequalities You're allowed 10 requests per hour. Each task you run makes three attempts: initial call, retry after 10 minutes, and retry after 30 minutes. What’s the maximum number of tasks you can safely run per hour? Most engineers throw exponential backoff at the problem. And it works great in most cases! But can we, for the sake of having fun, be more mathematical about this? In a way, this is just an integer feasibility problem. the setup Let’

Topics: 10 30 retry task window

Are These 20 Kitchen Tools Absolutely Worthless? These Pros Think So

Kitchen space is precious, especially if you're working with limited counters and packed cabinets. The last thing anyone needs is a drawer full of gimmicky gadgets that never get used. Whether it's a strawberry huller you forget about or a banana slicer that takes up more space than it's worth, single-use tools can quickly become clutter. Professional chefs know better than anyone which tools are truly essential and which are just hype. If you're aiming for a more efficient, minimalist kitchen,

The Death of the Middle-Class Musician

Rollie Pemberton was barely a teenager when he started rapping. His hometown, Edmonton, didn’t have much of a hip-hop scene in the early aughts, so he honed his craft online. He plugged an old-school microphone into his mom’s desktop computer, recorded a few verses, later turned them into tracks, and sent them out into the burgeoning music blogosphere. Within a few years, he’d adopted the emcee name Cadence Weapon and earned a reputation as a shrewd critic and sharp lyricist. This work didn’t p

Stop Wasting Money: 20 Pointless Kitchen Gadgets Chefs Warn Against

We all know how important preserving valuable kitchen space is. There's simply no room for single-function gadgets that are barely used, or worse, don't do much of anything at all. If you can't stand clutter -- and wasting money -- avoiding overrated and useless tools is a good place to start. To find out which kitchen tools aren't worth the space they occupy, I turned to five professional chefs. These career cooks are the ultimate authority on which kitchen gadgets should get the boot -- espec

Trump Kills Trade Talks With Canada After It Hits U.S. With Digital Services Tax

President Donald Trump announced on Friday that he is terminating all trade talks with Canada after the country decided to move forward with a digital services tax on U.S. tech companies like Meta. The president, who also mentioned high dairy tariffs, called Canada “a very difficult Country to TRADE with,” in a Truth Social post. Trump characterized the digital services tax as a “direct and blatant attack on our Country.” The new Canadian measure imposes a 3% tax on digital services revenue mad

There’s a new Google app on the block and it’s all about exploring your personal style

Google TL;DR Google has released a new app called Doppl in the US. The app is designed to help users try out different outfits virtually. Doppl lets you upload a photo or even a screenshot of an outfit you like, and creates a digital, animated version of you wearing it. Google is rolling out a brand-new app called “Doppl.” The experimental app is designed to help you imagine how different outfits might look on you, without having to physically try them out. Available starting today on iOS an

Topics: app doppl google look try

There’s a new Google app on the block and it’s all about fashion

Google TL;DR Google has released a new app called Doppl in the US. The app is designed to help users try out different outfits virtually. Doppl lets you upload a photo or even a screenshot of an outfit you like, and creates a digital, animated version of you wearing it. Google is rolling out a brand-new app called “Doppl.” The experimental app is designed to help you imagine how different outfits might look on you, without having to physically try them out. Available starting today on iOS an

Topics: app doppl google look try

Collections: Nitpicking Gladiator's Iconic Opening Battle, Part I

This week, we’re going to take a close look at arguably the most famous and recognizable Roman battle sequence in film: the iconic opening battle from Gladiator (2000). Despite being a relatively short sequence (about ten minutes), there’s actually enough to talk about here that we’re going to split it over two weeks, talking about the setup – the battlefield, army composition, equipment and battle plan – this week and then the actual conduct of the battle next week. The iconic opening battle,

Google launches Doppl, a new app that lets you visualize how an outfit might look on you

Google is launching a new experimental app called Doppl that uses AI to visualize how different outfits might look on you, the company announced on Thursday. The app is available on iOS and Android in the U.S. Doppl is designed to let you virtually try on outfits on a digital version of yourself. The app works by first getting you to upload a full-body photo of yourself. From there, you can use photos or screenshots of different outfits to virtually try them on. These images could be a photo of

The AI Hype Index: AI-powered toys are coming

Separating AI reality from hyped-up fiction isn’t always easy. That’s why we’ve created the AI Hype Index—a simple, at-a-glance summary of everything you need to know about the state of the industry. AI agents might be the toast of the AI industry, but they’re still not that reliable. That’s why Yoshua Bengio, one of the world’s leading AI experts, is creating his own nonprofit dedicated to guarding against deceptive agents. Not only can they mislead you, but new research suggests that the weak

Bitcoin price rises as Israel-Iran ceasefire begins, and Senate unveils major crypto bill

Crypto prices, including bitcoin , rose on Tuesday after President Trump announced a ceasefire between Iran and Israel. By midday Tuesday, bitcoin had passed the $105,000 level, ether jumped back above the $2,400 mark, and XRP climbed to $2.19. The risk-on action in the markets, which also saw stocks rally on the Mideast de-escalation, wasn't the only source of momentum, as Republican senators unveiled a major bill to set the rules of the road for crypto. Specifically, the legislation would de

The Download: Namibia’s hydrogen hopes, and fixing AI evaluation

Factories have used fossil fuels to process iron ore for three centuries, and the climate has paid a heavy price: According to the International Energy Agency, the steel industry today accounts for 8% of carbon dioxide emissions. But it turns out there is a less carbon-­intensive alternative: using hydrogen. Unlike coal or natural gas, which release carbon dioxide as a by-product, this process releases water. And if the hydrogen itself is “green,” the climate impact of the entire process will

Curated realities: An AI film festival and the future of human expression

Last week, I attended a film festival dedicated to shorts made using generative AI. Dubbed AIFF 2025, it was an event precariously balancing between two different worlds. The festival was hosted by Runway, a company that produces models and tools for generating images and videos. In panels and press briefings, a curated list of industry professionals made the case for Hollywood to embrace AI tools. In private meetings with industry professionals, I gained a strong sense that there is already a

Optifye.ai (YC W25) is hiring a back end engineer

Some context: Optifye is an AI performance monitoring system for factory workers backed by Y Combinator. We put cameras in factories and use computer vision to find shop-floor inefficiencies in real-time. Our clients are industry-leading manufacturers in the garments, automotive, medical, and FMCG industries across the world. We are looking to hire founding team members as we enter a high-growth phase. Must haves: - Deep GPU, CPU, and memory optimization knowledge - Experience scaling an ap

Taiwan Is Rushing to Make Its Own Drones Before It's Too Late

In the span of just a few years, drones have become instrumental in warfare. Conflicts in Ukraine, Iran, Nagorno-Karabakh, Sudan, and elsewhere have shown how autonomous vehicles have become a quintessential part of modern combat. It’s a fact that Taiwan knows all too well. The island nation, fearing imminent invasion from China, has both the need, know-how, and industry necessary to build a robust and advanced drone program. Yet Taiwan, which has set an ambitious target of producing 180,000 d

Optifye.ai (YC W25) – Founding Back End Engineer

Some context: Optifye is an AI performance monitoring system for factory workers backed by Y Combinator. We put cameras in factories and use computer vision to find shop-floor inefficiencies in real-time. Our clients are industry-leading manufacturers in the garments, automotive, medical, and FMCG industries across the world. We are looking to hire founding team members as we enter a high-growth phase. Must haves: - Deep GPU, CPU, and memory optimization knowledge - Experience scaling an ap

Tell HN: Beware confidentiality agreements that act as lifetime non competes

Just a note of warning from personal experience. Companies don’t really need non-competes anymore. Some companies take an extremely broad interpretation of IP confidentiality, where they consider doing any work in the industry during your lifetime an inevitable confidentiality violation. They argue it would be impossible for you to work elsewhere in this industry during your entire career without violating confidentiality with the technical and business instincts you bring to that domain. It do

Iran’s government says it shut down internet to protect against cyberattacks

Earlier this week, virtually everyone in Iran lost access to the internet in what was called a “near-total national internet blackout.” At the time, it was unclear what happened or who was responsible for the shutdown, which has severely limited Iranians’ means to get information about the ongoing war with Israel, as well as their ability to communicate with loved ones inside and outside of the country. Now, Iran’s government has confirmed that it ordered the shutdown to protect against Israel