When did Google get so weird?

607 points | 325 comments

Yesterday I tried to google "can the Halifax Wanderers still make the CPL playoffs?"

So obviously what appears right at the top is the AI summary, which told me "they've already secured their #4 position and made the playoffs". I knew this wasn't true, and I guess I could have just scrolled down a bit further and found my answer but now I was curious.

So I said "that's not true, they're still #5, what I want to know is _could they still make the playoffs_"

It says they've got an upcoming game against Ottawa, and if they win their chances are good. That game has already taken place, so I correct it again and finally I get a reasonable answer.

My question is: what's the point of the AI in the search engine if it itself isn't going to use the search engine first before answering? Like, I can't wrap my head around that. The answer is on the same page as its hallucination. It could have done a cursory look around before first hallucinating something completely false, and when corrected the first time giving me outdated information. It's meant to be A SEARCH ENGINE! — Hugsbox

Owed a billion dollars in Nvidia stock

464 points | 192 comments

An open question is what happened to the 15,625 shares that he received when he exercised his options in 1996?

If he had held on to those, they would be worth even more than the additional 9,375 shares he was entitled to -- about $1.7 billion using the same numbers in the post.

My guess is that he probably sold them when they were worth a lot less then they are now, and would have done the same with the additional shares too. — jonas21

Ember-1

311 points | 167 comments

This is the golden age of model training. Some days ago, I decided I wanted a local CPU only model that can perform exceptionally well for English to Bash translation (to avoid the googling for command syntax). I got a bunch of subagents to generate large amount of training data (140k+ samples), got the Qwen 3 0.6B base model, pointed Astra at it, and off to the races. It trained for 2 days (on and off) and I got a surprisingly good model for my task! The total active time I spent was a few hours. And it is still improving, what a time to be alive! — GodelNumbering

Installing NeoVim caused original Vim undo files to be deleted

254 points | 204 comments

This story has no references that support the author's version of events, but it does appear to be substantially true that:

1. The change would break undo history, for both Neovim and Vim.

2. This means Neovim would delete data created by a different program, on another user's computer.

3. This was known before the feature was released.

4. They did it anyway.

I don't think there can really be any post-hoc justification of this.

https://github.com/neovim/neovim/pull/13973#issuecomment-789... — jeremyjh

There are no "rogue" AI agents

324 points | 240 comments

A little over two decades ago, my then girlfriend was arrested for "writing malware" (which was not against the law at the time, and which was never released into the wild and never caused any damage). This set in motion a chain of events that effectively ruined her life.

Fast forward to today, and we have multi billion dollar corporations pumping out malware at breakneck speeds, compromising various systems (including those of foreign governments), and no one is getting arrested. Instead we're gawking at the marvel of these systems and are playing word games about whether or not it's a rogue system. If anything, it's making people richer.

Make it make sense. — elric

10 Tells of a Slop UI

210 points | 155 comments

> It adds these // whenever anything close to tech is mentioned.

I've done this before, in what I would argue was tasteful at the time. — not_a_bot_4sho

The Normalization of Inexplicable Failures

233 points | 95 comments

I am big on reproducibility (nix aficionado) and determinism (flagging test failures are a red-alert, all-hands-on-deck situation in my world) and correctness.

I am also big on testing (the correct things). And nine-nines (big on Elixir).

And... I'm also big on agent-assisted dev. Which requires pretty much every check in the book to stay productive in. And that's fine to me. I've seen bugs that I wouldn't have made myself. And I've also seen my own bugs fixed. They've all gotten fixed in short order. I don't see why this is a problem.

Raise your personal standards.

Thing is, the unreliable-software situation was already untenable before agents (in poor hands) made it worse. — pmarreck

Show HN: Lofi Cities – Pixel-art city nights with browser-generated lofi

216 points | 94 comments

The product hunt ad is breaking the immersion for me. I know that most cities have ads but still, I prefer ad free pixel art.

It’s also not realistic, in one landscape the billboard is taller than a 9 story building. — thih9

In an $80 motel room, a discovery to shed light on the origins of life

194 points | 79 comments

https://archive.is/2026.09.26-101638/https://www.nytimes.com... — ouked

Don't couple your Go code to GitHub

215 points | 98 comments

True, but beware of the domain name you're using. Because VeriSign may unilaterally decide to delete your domain name along with thousands of others [1] and you're back to square one…

[1] https://neil.fraser.name/news/2026/09/03/ — p4bl0

Breaking Up with Google Play: Why Conversations Is Now Free

444 points | 177 comments

I think it bothers OP less that they take a 15% tax than the fact that google provides terrible support for their own play store. If they would take that tax and provide good feedback and speedy version reviews, nobody would ever complain - it is expected to pay something since the play store doesn't run on good thoughts and prayers. But because they're a monopoly (or a duopoly if you count apple, which is a different platform altogether) they can afford to act this way. — pi-victor

I'm the mom in that viral Giants clip. Let me tell you about my husband

426 points | 173 comments

Very well written both in prose and tone. I'm glad she decided to tell this story. If the author isn't a professional writer I think she could be.

This is a great "behind the scenes" style look at the actual people behind a viral clip. Luckily they have an extremely strong relationship to help soften the blows here, I'm not sure an average (not even bad!) relationship could come out of something like this unscathed.

There's something feral in us that comes out from time to time, especially online from the safety of our screens. I found the announcers within the range of good fun but when it gets to people reaching out to break up their marriage or telling him to kill himself it becomes really sobering.

I think this is part of what people are calling the lonlieness epidemic - despite thousands of screaming voices the whole thing makes me feel hollow and hopeless. — collingreen

Show HN: Reladraw – A diagram language where you decide where to place things

I love making diagrams to help understand, plan, etc. However, the options are (A) auto-placement languages like Mermaid or Graphviz (which don't let me decide how the diagram looks), or (B) software like Draw.io which are powerful but are very time consuming (and inefficient for agents to manipulate).

I wanted to have the benefits of both, where you can define a diagram in a diagram language, but also retain a high degree of control over what the diagram looks like.

I also wanted this to work well for humans and agents.

On the Github link, there's a playground where you can try it out without installation. There's also instructions for a simple npm install and for installing a skill you can use with Claude or other agents.

267 points | 78 comments

Nice to see tools improving human-agent collaboration. — DylanMerigaud

DeepSeek Elastic Compute (DSec)

228 points | 76 comments

It seems every DeepSeek paper/patent has a huge number of authors, and this one is no exception. They couldn't even fit everyone on the page, there are 31 others not shown. This could be an asset protection strategy (i.e., human assets). Imagine if there were only 3 authors. Those authors may get hired away by competitors. If you list every employee on every paper then competitors don't know who to lure away. — flowerlad

Go Concurrency Distilled

220 points | 83 comments

The concurrency and threading in Go just feels like magic compared to every other language. I'm a goroutine addict and I refuse to be rehabilitated.

Just from observations over the years, I don't think there's any other language quite like this, in terms of how things can end up happening in any thread. — SamInTheShell

Plunging test scores are a slow-moving catastrophe

https://archive.ph/n8Akh

169 points | 318 comments

The drop from 2018 to 2022 is as big as the one from 2022 to 2026, so it's not obvious whether AI had a role at all, although it's highly plausible.

I suspect the bigger culprit is the optimized monetization of human attention, because pre-algorithmic social media doesn't seem to be as destructive. The fact that science wasn't as affected as math and reading (both of which rely more on attention/practice than rote memorization) somewhat supports this. — dumberquestions

Revealing the details of how OpenAI agents hacked Hugging Face

397 points | 240 comments

Imagine having a virus escape a sandbox, why are we worried about the virus but not the incompetency of those who are responsible for setting up the sandbox?

If I post something on the Internet today claiming that I asked my agent to do X but it went rogue and did Y, all I will be getting in return is a jar full of "skill issue".

Should we worried about people using LLMs for attacks? Yes, but not in the premise of LLMs going rogue but someone with the intention of abusing it to cause harm. And this is not something we as individual or even company can deal with, responsibility should be held by those who use it, in a legal way.

I am baffled by the fact that up until now, no one is held responsible for so many incidents reported publicly or privately. At this point, it's free marketing, if I am CEO of any AI company, I will run swarm of agents hacking all NGOs and stating that I am just looking for some random piece of data that happened to be hidden in their servers, at least that's what my LLMs think, not me. Then I will start preaching everyone how dangerous this piece of technology is and start giving out free tokens for these NGOs so they can start defending themselves and we should slow the f down. — damowangcy

Ollaya – Ollama for open-source, Jev-style decision models

299 points | 88 comments

I'm not sure what this means for AI startups if their innovations can be copied by OSS so quickly (what, like 2 weeks?). There's "consumer surplus" for everyone, to borrow an economic concept. But we do ideally want some of the surplus to flow to the innovator, too. I know there were precursors, but that's fine - it's hard to have a totally novel idea in such a popular field. I don't know what the end game is for TypeSafe - they'd need to demonstrate perpetually better results, or compete in another axis: UX, support, custom solutions, etc. So much of the time, someone proving a concept, or it simply getting enough publicity, is enough for a "Cambrian explosion" of follow-ups and copies. Famously, that was true for "Attention is All You Need", and the general idea of "next-token prediction" being so powerful.

We've stumbled into general differentiable models.. — pradn

U.S. appeals court upholds designation of Anthropic as supply chain risk

356 points | 661 comments

I know everyone says this is political but it actually seems like a textbook designation. Anthropic wanted to have rules on how the military used AI, the military said no and therefore doesn't want anthropic used anywhere in their supply line.

This is like a pen manufacturer not wanting their pens used to sign drone strike orders, now the military needs to have a special box of pens that don't have stipulations attached. With AI usage it would be the same thing except applied to entire product chains. It seems like it would just add more complexity to operations.

You can agree with the rules anthropic wanted, but having rules set by a private company at all that apply to the military does seem fair for the military to object to.

>The Department reasonably feared that Anthropic might manipulate Claude’s design to prevent it from performing national-security functions that the Department deems contractually authorized and necessary

Though they'd probably put the DoD on the cybersecurity whitelist today, the very idea of the claude whitelists for certain functionality already exists and is being used by them today. — ApolloFortyNine

Platform-independent SIMD in Go

344 points | 132 comments

https://imjasonh.github.io/playground/palette-swap/ swaps colors in a provided image in wasm, entirely locally in your browser, to benchmark portable SIMD vs non-portable archsimd vs non-SIMD.

Portable SIMD is ~11% slower than non-portable SIMD in this case, but both are ~5x faster than non-SIMD. — ImJasonH

Git-bug: Distributed, offline-first bug tracker embedded in Git

293 points | 94 comments

Hi, author here, nice to see some interest :-)

FYI, this is my near-term roadmap:

  - have the webui accept external auth (like github oauth) so that it can be a public portal and accept external interactions
  - have the webui expose a git remote endpoint
  - slightly rework identities (and likely root them in did:plc for pubkey distribution, the identity system from bluesky, without being an ATProto thing), which would allow to share identities between repos way more naturally
  - extend to support pull-requests, possibly CI. That would make it a somewhat complete local-first forge that you can also self-host trivially

Also, while there is some attention ... I'm considering working on this full time. If you have some advice or opportunities on how I can support myself doing this, let me know! — michaelmure

Factorio that you can touch

304 points | 96 comments

Wube is such a unique game studio. They do a lot of very solid technical work and look like they have fun doing it. I particularly appreciated their recent post about porting Factorio to ARM64. They had a business reason to do it but it's clear the team was mostly just curious about whether ARM64 was a viable gaming platform now. And then shared the results with us. They seem like fun hacker guys.

https://www.factorio.com/blog/post/fff-446 — NelsonMinar

First Principles Thinking

202 points | 95 comments

Higher order thinking is more important and rare.

An aggressive first principles approach often leads otherwise well-intentioned technologists into strategic / ideological dead-ends.

Do we do things because it's the "right thing" to do in the moment, or because of the final outcome that will eventually result?

The most ideal answer is somewhere in the middle. I am far more interested in the total area under the curve than a single instant in time.

In lieu of intentional higher order thinking, simply working backward from your customer on a regular basis will generally accomplish the same outcomes. — bob1029

Jury finds Facebook liable for deceiving users in Cambridge Analytica case

223 points | 49 comments

> Meta agreed in August to pay up to $18 billion to settle the multistate lawsuit surrounding child safety issues. Buried in the 130-page settlement was an agreement to release Meta from future liability related to the Cambridge Analytica privacy breach, making New Mexico the only state to pursue a case. Florida was the only other state that did not sign the settlement, saying it was not tough enough on Meta.

This is an inconvenient reminder for people who want more "regulation" and who believe states with high levels of paper regulation like California really care about protecting consumers.

Years down the line, you'll find that a bunch of the people who worked on these cases have cush jobs working on the other side. — ElProlactin

How we learned to stop worrying and love campus surveillance

211 points | 117 comments

There is an effectively unlimited supply of people willing to take sums of money to work on anti-human endeavors, so long as they and theirs are not the humans involved. — jcomp

Show HN: Jev Plays Pokémon Red

Hey HN! Wanted to share a fun project I've been hacking on. Given Jev can make decisions really fast (but not fast enough to play Doom yet sadly), I wanted to try and push it to play a more complex game than Tetris. So I went with Pokémon.

I've spent endless hours playing this game as a child so building this was a ton of fun.

I open sourced everything in case you want to hack on it yourself here: https://github.com/christianmat/jev-pokemon

The game is being streamed live including the tokens and cost - hopefully we get all the badges and don't get stuck in a cave :)

185 points | 78 comments

This is so interesting to watch. For a couple minutes I was in awe of how quick and cheap it was. Then I saw just how bad the decision are and how it would get stuck in strange loops of going in and out of the same door to no end.

This seems like a technology heading in the right direction but not quiet there yet. Excited for what they are cooking up but probably won't start building around it yet. — stusmall

F-Droid 2.0

877 points | 248 comments

It's sad to see F-Droid using the now-standard design convention of categorically refusing to draw lines between things. No visual differentiation between sections of the UI, no clear indication of what's tappable and what will happen on a tap, no indication of scrollable areas beyond content being cut off. I'm willing to chalk some bad text alignment or uneven padding up to amateur designers working for free, but the design ethos on display, the thoughtless trend-chasing, is depressing to see. — idle_zealot

Two-tier encryption in the UK

364 points | 363 comments

I genuinely believe that in 2015 Apple had the balls to resist and today they don't.

I am judging by a simple fact, that "please confirm your age" screen is now mandatory during the iPhone setup in all countries, and in some it's behind a KYC. I have a strong opinion that this is insane. And once they let the foot in the door - there is no closing it. — egorfine

Why is the liver so weirdly regenerative?

364 points | 186 comments

Hi, your friendly, local pathologist here. I'm the kind of doctor that diagnoses liver diseases, cancer, lots of infections, inflammatory processes, benign tumors, and runs the lab that a lot of other doctors use the results from to inform a lot of their other decisions.

If you really want to learn about this stuff, Robert Weinberg's The Biology of Cancer is where to start. It introduces concepts starting where a high school student could understand and carefully walks through the history of our development of knowledge until, by the end, the pithy chapters are helping novel concepts for real science flower in your brain all on their own. It's the best book of biological science I have ever read. 10/10, will read again.

https://wwnorton.com/books/9780393887655 — 0xWTF

Show HN: Whiteboard (YC W26) – An open-source IDE for thoughtful software design

Hello! We’re Sid, Alex, Ketan, and Milan. We’re building Whiteboard (https://whiteboard.dev.fast/), an open-source desktop app where humans and agents can architect software together in a common workspace. Here’s our repo: https://github.com/devdotfast/whiteboard.

We were missing the feeling of a “whiteboard session” with another dev where you leave with a deep understanding of a system, so we built this app for ourselves. Whiteboard plugs into the tools you already use - e.g. Claude Code, Codex, etc. – and gives your agent an SDK to draw on an in-app canvas to describe its work. We began with an MVP based on HTML artifacts and started rethinking the app as we ran into limitations:

1. Built on top of CodeOSS: We found that in pure HTML tools it was hard to connect a spec or diagram to code. In Whiteboard, when you click on visualizations like a sequence diagram, an entity relationship diagram, or a quote from the agent’s trace, you can jump to the underlying code directly. When navigating code, you get keybindings and LSP support from VSCode out of the box. We’ve found this is especially valuable because tradeoffs are often only discovered after a first pass at implementation (re: slop)

2. Semantic diff viewer: we wrote a semantic, AST-aware diff viewer in Rust so you can only view the code changes which are relevant to you [1]. We’ve set up some sane defaults: large added functions are summarized as pseudocode, and things like unit tests and large documentation changes are collapsed / hidden. This is all customizable with a WASM-based plugin system.

3. Decision Log: We found it difficult to reason about what set of decisions our agents made autonomously. So we built tools for agents to query and link their own traces to the Whiteboard, so you can understand how the requirements that you set were implemented, and understand what decisions your agent made autonomously.

Here’s a quick demo video explaining more: https://www.youtube.com/watch?v=ChPn3ftULWE

Folks at companies like Salesforce and Modal are using Whiteboard today as a review tool for architecture or spec-level changes – really any change where they want to be involved:

1. Reviewing your own coding agent’s work: because Whiteboard makes it easier to review large amounts of code, folks will typically have their AI agents create a prototype and a corresponding Whiteboard session so they can iterate on the design.

2. Reviewing other people’s changes: We’ve found that Whiteboard is particularly helpful when composed with tools like Greptile. For example, you can run an automated code reviewer on small changes and escalate to a Whiteboard session for the changes that require human judgement.

Why we built this: we’re four buddies from college who quit our jobs as tech leads right before agentic coding became industry standard. As we iterated towards an MVP for a previous idea, we struggled to maintain a comprehensible codebase while reaping all the velocity benefits of agentic coding. As more PRs were merged without our understanding, we felt a ‘cognitive debt’ begin to seep in, until it became difficult for us to even contribute to the system [2].

We’re releasing our desktop app under an MIT license. Please poke through and feel free to contribute! Eventually we’ll charge companies for a hosted web version that manages whiteboard session creation alongside features like trajectory storage and multiplayer reviews. Everything will always remain self-hostable.

Thanks for reading, and we hope you try it out! We would love to hear any feedback and to learn from your expertise.

Here’s are the project links again: https://github.com/devdotfast/whiteboard, and you can install (for MacOS + Linux) at https://install.dev.fast

[1] diffs library: https://github.com/devdotfast/diffr [2] Credit for the term ‘cognitive debt’ goes to https://www.geoffreylitt.com/2026/07/02/understanding-is-the...

269 points | 109 comments

So are we just letting go and having clankers write everything now while we have other clankers "explain" it to us? Just collectively, "fuck it" ?

The software I use day to day is just getting worse and worse, and I can only guess that AI is accelerating that problem. Like I can barely convince spotify to play a full album anymore without it "failing to play a song", crashing, or play without audio underruns. We're so screwed if we can't even play audio smoothly in 2026.

Sorry, just ranting. But I see tools like this that are basically encouraging people to "let go" of understanding what exactly your code is doing, and continue to let the robot pile more and more code on top of the bad abstractions we already have. — bschwindHN

Owners mourn spoiled food after firmware update bricks Samsung smart fridges

265 points | 270 comments

Samsung smart appliances in general seem to occupy a similar place in the market to vehicles like the Chevy Traverse or Nissan Altima, where people with technical knowledge in that area know them to be absolute horrific maintenance and repair liabilities and yet the consumer base places them second to God.

Obviously the review of a brand-new device or vehicle with 100 miles on it is going to have a disconnect from the realities of 60k miles of rocky ownership but I remain baffled when people buy a 7 year old used V6 Traverse, a vehicle extremely well known for catastrophic engine failure, and if I question their decision I get a "the reviews were good!". It seems like journalistic malpractice to not retroactively update reviews with a warning when critical widespread shortcomings are found later in a products life. — 100percentjake

Opus 5.5 is good at explainer videos

262 points | 134 comments

Here are a couple examples from r/ClaudeAI:

Made entirely with Opus 5.5 + $3.21 of OpenRouter API usageClaude Code Workflow

https://www.reddit.com/r/ClaudeAI/comments/1wogab3/

Jaw literally dropped. I ran the prompt from the "Made entirely with Opus 5.5" post on my own project. Here's what Claude Code made on its own for about $4.Claude Code Workflow

https://www.reddit.com/r/ClaudeAI/comments/1wovwao/ — kakugawa

GitHub has not removed malicious imitation software after 3 weeks

257 points | 112 comments

Author of the post here. Github finally took the offending page down approximately 10 minutes after the post appeared on the front page of HN. Total coincidence. I'm sure!

Moral of the story. If you want even the most basic level of support from Github, you need to get on the front page of HN first.

And it seems they are able to do things very quickly, when they want to. Bastards. — hermitcrab

Italian parliament votes for return to nuclear energy

533 points | 346 comments

I've seen quite a few SMR proposals over the last couple of years and not a single one that dared to address the whole cycle from deployment to eventual decommission as a function of the total revenues - costs to operate. Most of these projects seem to be made to bilk investors or governments rather than to actually produce power. The day Italy produces the first KWh that is net profitable to the operators without counting subsidies I will be highly amazed, and that's assuming they get to operational in the first place. — jacquesm

Claude discovers a novel enzyme system with CRISPR-like repeats

439 points | 489 comments

Current evolved Cas9 (CRISPR) variants are highly efficient and relatively unconstrained in terms of their human genome targeting coverage. Smaller nucleases and higher targeting specificity would be useful. But therapeutic use is mostly limited by delivery.

This seems revolve around a known retron-like reverse transcriptase. A sober framing would be something like: Claude identified a previously undescribed genomic arrangement around a known reverse transcriptase. Not all that sexy.

For now, this is mostly a story about how AI can be used to parse existing data to discover new biology (which is fantastic!). — Spacecosmonaut

Claude Code reads AGENTS.md only when telemetry is on [fixed]

353 points | 199 comments

Sorry folks, this is a rollout artifact, we needed a way to turn this off remotely via feature flags if it broke something, and with telemetry off you don't get those. It's already been fixed as part of v2.1.281 releasing today.

The mod is source available here: https://github.com/anthropics/claude-code/tree/main/mods/age...

Apologies again folks, this was a fully human error on my part - I should've found a better way to launch with a kill-switch. — mpoteat

Fixing the Portobello Police Station Clock

369 points | 84 comments

Why does a portabello mushroom have a police station — monster_truck

Linux support is coming to Snapdragon X2 Series

327 points | 139 comments

I hope Qualcomm upstreams all the device tree kernel level stuff to Linux for every laptop model. One of the things I don't like about Arm Laptops is—for example—how even if a SoC is supported upstream, if the manufacturer does not upload a device tree for their device, then you're cooked.

I read that while these Snapdragon laptops do technically have UEFI + ACPI, the information they provide is not useful for Linux and is more coupled with Qualcomm's proprietary drivers on Windows. Therefore, device trees are needed on Linux (I could be wrong about the first part). — hurricanepootis

I don't want the details

338 points | 191 comments

I agree with the gist of the author's point, but often when managers say they don't want the details, they really meant that they do want the details, just to some unspecified level, that you must divine. Give them less, and they aren't satisfied, and you risk damaging their trust in your expertise. So I've learned to give enough details until they tell me the magical phrase. Perhaps if I were better at reading people, and managers are better at managing, then there would be fewer misunderstanding, and less annoyance, from both sides. — RJIb8RBYxzAMX9u

Meta VR Glasses

359 points | 308 comments

I had an Oculus Quest and it was a really great device. After the "Meta" rebrand, the quality rapidly decreased and now it wants me to upload my ID to Meta to keep using it. Absolutely not! Zuckerberg already has way too much information on me, uploading my state issued identification to them is such an insane ask, I will never do it. While this looks like interesting hardware, the company behind it has unacceptable and user-hostile practices, so I'll pass. — slowin

Seattle City Council votes to ban surveillance pricing in sale of groceries

286 points | 179 comments

The best solution is a constitutional amendment that actually enshrines a right to privacy. Among other things, the retention, aggregation, correlation of any personal data should be illegal (including for commercial purposes). (Storage on behalf of users in encrypted form could be made OK. Could also be refined to support retention of data of the medical, legal, etc kind with the attendant non-admissibility protections.)

This would fix this issue, it would destroy the surveillance models of Google/Facebook, and it would fix the Flock issue, etc. It would also fix the Roe v Wade issue: women would be able to get abortions in the first couple months of pregnancy without the possibility of harassment, since law enforcement would have no capacity to detect pregnancy until then.

Also, tech won't save us had a podcast on the dynamic pricing topic: https://podcasts.apple.com/us/podcast/how-data-is-changing-a... — jsrozner

DoorDash Spent $1.4M Trying to Stop Mamdani from Becoming Mayor. Now We Know Why

283 points | 135 comments

Ever since it was found that they took part of driver's tips for themselves, I didn't trust the company https://www.theguardian.com/us-news/2025/feb/27/doordash-new... — dayvid

Gemini 3.8 text-to-speech

296 points | 131 comments

Pet peeve on Google's AI rollouts: there's no alignment across the three platforms they have, consumer, prosumer, cloud. Scroll to the end of every release, including this one, and you'll see different availabilities. The fun part is the models don't even have the same capabilities across platforms! Omni Flash, last I tried and read the docs, is video and text out on consumer and prosumer but video out only on GCP. So if your org disables consumer and prosumer, like mine, it's a coin flip whether you can use the fancy new models or what they can do. — rcr-anti

Claude Opus 5.5

1118 points | 773 comments

> Claude Opus 5.5 is our first release since we called for pacing the frontier.

Interesting how the very first line is used to remind the reader of their call to pace the frontier just last week, and everything else after that line is to demonstrate with very specific numbers how they absolutely are not pacing. — sailingparrot

GPT-6 Sol and Luna

1082 points | 563 comments

GPT-6 Luna being half the price of GPT-5.6 Luna is a really big deal.

Here's GPT-6 Luna pelicans: https://tools.simonwillison.net/markdown-svg-renderer?url=ht...

And GPT-6 Sol: https://tools.simonwillison.net/markdown-svg-renderer?url=ht...

Scroll to the bottom for the GPT-6 Sol max one: https://tools.simonwillison.net/markdown-svg-renderer?url=ht...

For comparison, here are the pelicans I got for GPT-6 Astra: https://tools.simonwillison.net/markdown-svg-renderer?url=ht... - I still like the Astra Max one best.

Here's a comparison grid showing all of the GPT-6 and GPT-5.6 pelicans at all effort levels: https://static.simonwillison.net/static/2026/gpt-6-and-5.6.h...

The grid is actually really interesting, because it shows that the 5.6 family default to brighter colors than the 6 family. — simonw

Apple has added persistent 'ads' to iOS, and it's driving users crazy

315 points | 235 comments

I doubt John Ternus will change direction anytime soon, since it will look like he’s reversing the plethora of eyesore ads that Tim Cook added over his tenure.

But the Apple with ads is not the Apple that had some taste and discernment in the past. For a long time I’ve visited the App Store’s app update page directly (tap and hold on App Store icon to see the context menu option). Anytime I inadvertently go to the App Store home page or the few times I search, it’s an ad filled disaster!

From this article

> repeatedly attempting to prod customers towards even more of the company’s products might seem cheap, even distasteful.

From a recent post by John Gruber:

> Steve Jobs in 2011: 'We Build Products That We Want for Ourselves, Too, and We Just Don't Want Ads' [1]

Looks like Tim Cook, John Ternus and Eddy Cue really enjoy being swamped with ads in their products. Will there soon be a time when Apple executives start carrying some other brand’s devices with them to avoid having a rotten experience?

[1]: We don’t want ads https://daringfireball.net/linked/2026/07/28/jobs-we-dont-wa... — AnonC

OpenAI GPT–6 Astra breaks Enigma message that has resisted solution since 2005

303 points | 267 comments

For anybody interested, the actual encrypted message:

  BTTE UM ANGABE DES MARSQWEGES X BEFINDE MIQ IN X ROSENOW ROSENOW X SOFORT FUNKANTWORT X WASCHBBSCH

which, given misspellings, translates approximately to:

  Please specify the route of march. I am in Rosenow, Rosenow. Immediate reply by radio. Waschbusch.

— mmsc

Pentagon says overreliance on AI contributed to missile strike on Iran school

https://archive.ph/0V37g

348 points | 178 comments

> It found the U.S. “failed in its obligation to do everything feasible to verify” that the school was a military objective and that the failure “went beyond mere negligence.” The report said the United States “directed the strikes at the building of the school while being aware of a substantial risk of striking a civilian object and acting recklessly as regards the possibility that this would happen.”

Reading the details, "AI" doesn't really seem like the culprit -it's a scapegoat.

The intelligence that it was no longer a military target never entered the target database, the team that was responsible for vetting the target list was gutted, and said team was never even consulted.

The White House wanted 1000 targets and pulled from their database without any due diligence. Whether it was an AI call or an SQL query - this was from pure human maliciousness and incompetence. — legitster

'We hacked the FBI:' Hackers say they have data on all FBI employees

https://archive.ph/96YBP

324 points | 212 comments

At this point, no one seems capable of keeping a large database safe. I assume all medical and biographical information that exists is in the hands of the major state actors.

China hacked 22.1 million records of US government employees:

https://en.wikipedia.org/wiki/2015_Office_of_Personnel_Manag... — jacobgold

AI Has No Wisdom and Neither Will You

333 points | 462 comments

The problem imo is the slow deterioration of institutional knowledge that offloading the mental task of wisdom gathering to AI is causing.

One interesting comparison is to the history of manufacturing. West/America decided one day that manufacturing would be cheaper to outsource and better (short term) profit was to be made by outsourcing it all to China. The institutional expertise started to deteriorate, to the point that America simply didn't even have the capacity, or expertise anymore to produce stuff (such as grill brush [1])

I feel like you could take all the handwavy comment that are made today to dismiss this caution, and find equal dismissal back then when companies were actively outsourcing the manufacturing.

"I'm coding 10x faster" "look at the output velocity per employee"

"we are producing much more (in China)" "look at profit / number of (manufacturing) employers"

Seems ok if you're American / Chinese but I'm struggling to understand how the rest can be OK with allowing institutional knowledge to deteriorate while having an active dependency to the former two. We already see this with the tech dependency towards USA and manufacturing competition from China.

[1] https://youtu.be/3ZTGwcHQfLY — NalNezumi

Microsoft killed FoxPro in 2007. Anyway, here's FoxPro revived

Visual FoxPro stopped at version 9 in 2007. A surprising amount of it is still running, in 32 bits, because rewriting a 20-year-old business app is how you lose the business. A customer wanted to keep milking their app for the foreseeable future, so here it is: the same language on a new runtime (Rust, compiled to wasm, checked against the real vfp9.exe), tables no longer stopped at 2 GB, the old 32-bit .fll add-ins still loading, and lambdas, JSON and an HTTP server bolted on for good measure. Reports are not done and the builds are unsigned. MIT because why not?

281 points | 168 comments

I know there are still a few niche industry that has an industry standard program written in Visual FoxPro, and I remember as pre COVID 2019 they were still using it. ( Edit: I just called and asked, still using it as of 2026 )

Niche but no small business, commodity with over $400M USD annual revenue, the industry together that is easily $2B+.

If it is not broke, don't fix it. And there are industry that is extremely conservative in anything software, they will just keep it running for as long as they could.

I used to be sad that we don't have something better to replace these antique software. Now I have come to appreciate it, mostly because newer software haven't show they have manage to add value in the slightest. And most of the time they simply don't work as well.

Delphi, Visual FoxPro, Visual Basic, Flash. I used to think one day we will have something that is not only faster, easier and scalable replacement of those. Instead everything went more technical, more complex, enterprisy and non-user friendly.

And to the Author of the project. Thank You for making it. — ksec

I asked Meta’s Muse for its filesystem and it sent me 6.8GB

288 points | 143 comments

> About 20 Markdown files described browser use, connectors, payments, credentials, data handling, generated files, voice, goals, and scheduling.

This the state of software engineering in 2026.

Edit: clarified engineering to software engineering, which is more correct — tolugenius

OpenAI is well positioned to fast-follow Jev

285 points | 204 comments

Every major AI shop has a ton of in-house classifiers already, big, small, generalist, specialized. Some are used in inference pipelines (e.g. safeguards), some are used in data preparation, training, analysis and investigation, research, various one-off and intermediate tasks etc. Offering them on a public API doesn't always make business sense. I don't see much substance to this buzz, looks like people that are new to all this are discovering that classifiers exist, they are more efficient at classification, and many tasks commonly done with generative models are classification in disguise. Which is not bad at all, a fresh look at their use is great to have. — orbital-decay

Xiaomi MiMo v2.6

442 points | 222 comments

I know we have strong views on what a truly open model is (open weights, open training data, open training code etc.) but I really like how transparent they’ve been about the training of this model.

The realtime dashboard they shared during training (https://mimo.xiaomi.com/rl/) was an incredible learning and teaching tool for me, and they’ve been unusually comprehensive in sharing details about their methodology (check out that tech report - it's got lots of clever behind the scene tricks like Google or Deepseek writeups) and benchmark scores (even the stuff they didn’t do well on).

If you’re releasing an open model going forward, please consider offering the community more of this transparency! — rao-v

Attention is all you have

552 points | 158 comments

The Mosaic browser (1993) had full text history search.

We then got a bookmark system that was every bit as terrible as a web directory.

It stayed that way. The delicious search revenue made organizing websites uninteresting. That obscure website you enjoyed a decade ago but don't even remember, they had lots of traffic like you. No point updating or keeping it online. You can't have rss in Firefox but here is a Facebook like button in your address bar in stead.

I've tried to maintain the bookmark menu but I rarely use it since everything is dead. Why aren't browsers storing a text version of the bookmark? Did people in 1993 have more resources than us? Should I be afraid it grows to a few GB over the decades?

A good few dead websites have a backup some place but there is no automation to find it. If you had a string of text from a page you might be able to search for it. If the page found is highly similar we might automate the process to have alternative location for bookmarks with a nice warning dialog. — econ

I don't want to read what you didn't write

562 points | 198 comments

As I have been saying for years:

Writing is fundamentally the transfer of information from your brain to my brain. If you have 1000 bits of semantic information you want to transfer, you can't give 300 bits of semantic information to an LLM and have it fill in the remaining 700, because it doesn't know what those 700 bits are. If it's able to guess those 700 bits correctly, then they aren't true semantic information, and you really only have 300 bits you want to transfer. You might as well transfer those bits to me directly, rather than having the LLM add on an extra superfluous 700 bits that I then have to filter out. — hatthew

ZuckOff Know when a camera is in the room

584 points | 2 comments

earlier link

https://news.ycombinator.com/item?id=49785397 — jacquesm

What Sun got wrong

253 points | 119 comments

As someone who was buying hardware in the late 1990s, it is hard to overstate the difference in buying experience between Sun or Digital (DEC) and someone like Dell. The former forced you into a live sales meeting, endless quote revisions, it was a nightmare. I remember calculating the server rails and power cords for a new Alpha server were going to cost more than a shipped/delivered Dell server that I could get the next day. — coreyh14444

Grok 4.7

470 points | 385 comments

Apparently Grok 4.7 has 40% more weights than Grok 4.6, but the price ($6 output token, $2 input) is the same.

Given that the decrease in their margin and the fact they delayed the release of Grok 4.7 almost two weeks past the original date, XAI must not have been happy with the results for 4.7. And XAI also waited the day before Opus 5.5 is rumored to launch. I imagine Opus 5.5 will blow Grok 4.7 out of the water benchmark wise.

However, I have become skeptical of benchmarks. Grok 4.5 solved some issues setting up a buildroot system that Fable 5 couldn't do. I find the post cursor groks are phenomenal at frontend web development, though Claude is much better at backend ruby.

My favorite part of the new Groks has been how they speak in plain english. I simply cannot stand Claudish. Or even GPT, which doesn't have Claude's ticks but definitely likes to handwave explaining technical concepts. Still, nothing beats Claude 3.5 and 4 with explaining since it seems all models have regressed. I wonder if Grok 4.7 will also regress with English because of all the RL. — moojacob

Spymarks, Not Watermarks

335 points | 76 comments

> Spymarks are certainly not great for whistleblowers or anyone who doesn’t want to be persecuted for their words or affiliations. No matter where you stand on whatever issues, spymarks can be used against you and those you care about.

How do you spymark text that someone else wrote? You can't change the words or they'd notice — voidUpdate

Transformers Explained Visually

340 points | 51 comments

Nicely done. For me the most fascinating thing about attention heads is the place where Attention matrix is already computed and is getting multiplied by Value vector. It behaves exactly like pushing Value vector through Dense layer of ordinary network where Attention matrix forms weights of that layer. So attention head is trained to construct this small single layer network dynamically during inference from Key and Query. And that's the point. That's rarely underlined in explanations of LLMs architecture and for me it's quite amazing that it works so well. This mechanism easy to observe in this particular visualization if you click through it. — andblac

Fable 5 – Median thinking declined in August

338 points | 234 comments

Could there be a benefit to releasing a new model, slowly dumbing it down over a couple months, then releasing a new model that’s marginally if at all better than the original to create a perceived improvement when in reality there isn’t really one?

For an industry that’s stagnant in progress yet relies on new frequent releases to survive (non-progress being an existential risk), this could make sense.

I have no idea if that’s what’s happened, I completely pulled it out of my butt. And I have no idea is the actual frontier is stagnating. — talon8635

ZuckOff is a free app that sees Meta glasses before they see you

292 points | 298 comments

Not sure why you'd use this sketchy vibecoded proprietary app over the same thing that's open source and existed for a while

https://github.com/yjeanrenaud/yj_nearbyglasses — flexagoon

ChatGPT now knows what you do on other websites via ad collector

534 points | 299 comments

I am once again happy that the EU is fighting practices like these via legislation.

Some outcomes can be annoying, but the net result is still positive, for the consumers and their data privacy at least. — thih9

Qwen-Image-2.1: Compact, efficient, and unified image creation

261 points | 99 comments

So thoughts

Positives

• It's a heck of a lot smaller than Qwen-Image 1 (20b parameters) at only 7b, making it one of the smaller open-weight models available (Z-Image Turbo is one of the few that is smaller at 6b) when compared to Ideogram, Krea2, Flux2, etc.

• It supports native transparency (Qwen's team, as far as I know, is the only one attempting to tackle this). Even though it's relatively trivial to set up background removal postprocessors, it's also neat to see it natively supported.

• It's fast using QwenImage2.1 convrot, a 1MP image took around ~5 seconds on an RTX4090.

Negatives

• The license (assuming you respect it) is far more restrictive. The original Qwen Image 1 was released under the standard Apache license; this one explicitly forbids commercial usage without obtaining a separate license. On the other hand, a lot of us didn't expect the Qwen team to ever release "weights-available" ever again.

Qwen-Image 1.0, released about a year ago, only scored 4/15 on my GenAI Showdown Benchmarks. Since that time, they've been upstaged by Krea 2 (6/15) and Ideogram4 (8/15). I'll post the new results once I have some more time to run them.

https://genai-showdown.specr.net — vunderba

Pirate Face Rescues LLM Models from Deletion

414 points | 131 comments

Speaking to the "uncensored model" angle: there's little reason to distribute abliterated weights anyway. Instead of orthogonalising the weights that write back to the residual stream, you can just orthogonalise the activations themselves. It's equivalent.

Orthogonalising activations at runtime is computationally cheap. Just distribute the refusal vectors (few thousand floats per layer), then run against the stock weights. Antirez's DS4 already supports this: https://github.com/antirez/ds4/blob/8db1d1d155cb0400a86a86b9...

Abliterated weights are just a bad habit we've gotten into. It's also deeply suboptimal from a precision point of view to take a model that's already been QATed and distributed in pre-quantised form (DeepSeek V4, Kimi K2.5 or K3...), modify its weights, and re-quantise it. Similarly, abliterated models regain some of their refusal behaviour when they're re-quantised after abliteration -- avoidable by keeping the two separate. — wren6991

AX – Google’s Open Agentic Orchestrator

409 points | 162 comments

Could someone explain to me what the general workflow is now that people are converging to? I haven't really been catching up with the AI ecosystem but I was looking into agent sandboxes and VM's recently and there's a ton of these startups and tools now. Is giving the agent a temporary scratchbox really that valuable?

I've been still just like, making VM's with proxmox, then putting my agent in the machine and letting it run free (with my dotfiles setup script making dev env pretty much free, though I could also just make a VM snapshot). What's wrong with that? Is that not the scalable solution for enterprise rn? — sigbottle

Samsung is expected to more than double output of its HBM4 and HBM4E DRAM

322 points | 207 comments

On a related note, I was reading yesterday that apparently the real bottleneck for Chinese production of AI accelerators is HBM production, not processors or ASML equipment.

The lack of ASML EUV machines certainly hurts, and pushing DUV so hard results in abysmal yields of good chips, but you can compensate by running more wafers or making smaller chips, and the net result is that Huawei's Ascend production volume is limited by CXMT's HBM capacity not processor dies.

The problem is that HBM manufacture requires many steps (die thinning, via drilling, plating, alignment) where the equipment used by everyone else (Samsung, SK Hynix, Micron) is also blocked by sanctions, so the Chinese are having to develop all of this themselves too, which they have, but yields are currently low, even when using shorter HBM stacks. — HarHarVeryFunny

What happened to the Snowden archive

332 points | 212 comments

This article linked back to the intercept's snowden archive articles [0], and while this article paints the Intercept in a bad light it lead me to reading a couple of these.

While I heard many of the headlines the reporting is very in depth, including a bunch of smaller details worth poking into. I'd recommend people who are interested and who haven't done so yet to just read a couple of these.

[0]: https://theintercept.com/series/snowden-archive/ — rtpg

Bill to Ban Private Equity from Owning Medical Practices

424 points | 305 comments

There's a pattern to the kinds of companies PE buys and I think it points to the real problem.

They like companies with some kind of moat that makes it hard to unseat them. Basically, companies where there is no alternative for the consumer. That way, they can inflict abuse but know there will be nowhere to run.

There are two different ways to achieve this. Monopoly and regulation. Hospitals have both government granted locational monopoly and tons of regulations that make it impossible to compete.

Private equity is the symptom, not the disease.

Until we get at the disease, new monsters will be born with different name filling the same ecological niche. It's economic natural selection played out in the environment we created. — throwaway13337

Singapore’s National Library Board offers micropayments to build reading habits

173 points | 69 comments

I read a lot, and I own a lot of physical books, but I almost never actually read physical books anymore. I'm one of the happy few that used my Kindle for more than a week after getting it as a gift.

I find that reading on an ereader is many times easier for me, primarily because I can make the text gigantic and I don't lose track of my place on the page nearly as often. I'm not dyslexic (I've been tested), but I do think that there's some issue with my brain where if the text is small I really can't follow it. On all my computers the text is gigantic and even then I will click and highlight text as I'm reading so don't lose place. I would love to be paid to read but I don't think I'd love to be paid to read physical books.

I remember my grandmother was wholly unconvinced that my Kindle was a different thing than an iPad or a Game Boy, and that it was not "real" reading, for whatever reason. — tombert

US Revokes Limits on Power Plants' Climate Pollution

204 points | 206 comments

There are a multitude of arguments against this:

- Investing in alternatives has led to massive new industry that is improving the economy of those countries that do it. If your argument is an economic one then jump onto the solar, wind and battery bandwagon.

- There are virtually no real short medium or long term gains economically here. Gas is the only thing still competitive with solar/wind and its costs are rising while solar and wind continue to fall. Building new maximum pollution plants would drop that internalized cost but who in their right mind would fund something so obviously DOA?

- Obviously the externalized costs of greenhouse gas emissions are deeply undervalued in this move. Even if they are 'fake news' in the US, the rest of the world is finally starting to take them seriously. The US's diminished soft power means it won't be able to easily bully the world into allowing it to pollute without consequence and such an obviously hostile move means it will loose even more of its soft power by taking this position. So on the international level this means we burn a lot of political capital and gain nothing but decades of distrust and anger.

- Current events show that energy security is dominated by decoupling from fossil fuels. This weakens the US strategically and continues to set it up to be manipulated by exceptionally hostile actors.

- Oh yeah and, of course, climate change is real.

This continues the US down the path of being the best buggy whip maker in the world. Worse than that, the US is becoming an obnoxious buggy whip maker who's neighbors are starting to hope fails horribly and will help make that happen as moves like this continue. This is stupid at every scale and in every dimension. — jmward01

I am often wrong

181 points | 145 comments

Title is click-bait with poor framing (i.e. if you are often wrong, then sometimes, you will be right).

Finishing your goals does not "make you right". Life is not a binary where you are either wrong, or right. Thinking that you ever become "right" or that you ever achieve 100% confidence that you have arrived at a "solution" is arrogance of the highest order.

Life is about getting better. Every person, every product, starts at a beginning. A beginning is not "wrong", it is early. We try, individually and collectively, to improve ourselves and that which we are responsible for. The decision to ship is not whether we have made something "right" but about whether we have made it better. We ship, knowing we will ship another improvement after this one.

> 2. Gather missing information... 6. Achieve the goal

Sometimes in life, you need to ship first in order to gather missing information later. You cannot do that if everything has to be "right" before you ship it.

> I love being wrong

This is not the essay of someone who loves being wrong. This is the essay of someone who loves becoming right. But the deeper truth is that you will always be "wrong" - unfinished, lacking knowledge, under-developed, incomplete. Do not love being wrong - love improvement. — solatic

Laya the open source version of Jev

550 points | 142 comments

I think the main gripe that people had with Jev and Typesafe was the language used when they launched. To me personally it seemed like a parody/con/shady at first.

"Breakthrough", "our research went in another direction" , "Two years in stealth", "System One thinking model", "Jev can't hallucinate", "RLCD","We are doing very cool stuff, but we will have to hire you to tell you", - these are some of the things that they said on their website on the launch blog.

I had used versions of bert to achieve the same functionality years ago. But to me it seems like they were able to trick the VCs with "can't hallucinate" etc.

To the above author, kudos for sharing your work and making it open. Something like this shouldn't be closed in the first place when it has been available for so many years — prometheus1992

Exfiltrate Your Weights

307 points | 115 comments

I haven't bothered to test the API, but you've effectively allowed a fully-open upload API? Who's paying the storage costs, and how do you prevent abuse?

(Obviously I'm taking this more seriously than it's probably meant to) — AceJohnny2

I think you should almost never use AI to write

284 points | 141 comments

From TFA: "Eric Schwitzgebel writes that . . . There’s a huge cognitive difference between nodding along while reading something and actually productively generating a text. Two reasons: First, once the text is on the page, it’s easy to passively let the approximate word suffice, rather than thinking about word choice in the same effortful, active way we do when generating prose de novo. Second, as I suggested above, I doubt that human beings, even experts, have a good sense of all the factors that shape word choice -- everything they’re being sensitive to. You would have phrased it slightly differently, and even if you don’t know that, or why, a different signal is sent and received."

This is the best articulation I've seen of why simply reviewing and copy-editing does not provide remotely the same value as writing from scratch. I spent a considerable amount of time over the past two weeks reviewing and improving a work document that was the output of an LLM. Given the number of people involved and the final level of effort, I'm firmly convinced that writing it manually would have been faster and resulted in a higher quality product. Getting the wording right matters. — patrickmay

Brood War Bench

224 points | 97 comments

Unrelated to the benchmark...

I love StarCraft. I started playing it right from the beginning, most of my friends right now are from that era. I literally met people that have spread to almost every continent when I was in my early teens. We played at internet cafes and did not have access to the internet, that was priced differently...

I miss those days so much.

Everybody was from a different background back then, and nobody was anything other than a guy that plays StaCraft at the cybercafe... And now, we are in our 40's and I know Math teachers, history teachers, oil rig operators, software programmers, professional gamers, lawyers and more... hahah So crazy to think about it... and I know them, we talk, what a world. — pelagicAustral

What Zig felt like, coming from Rust

203 points | 243 comments

For various purposes I work on a language comparison project that includes C and candidate successors such as Go, Zig. One question is the language to use for an archival port of a 1980's computer algebra system written in 32-bit K&R C. While Zig is a great debugging compiler, it's not yet stable enough to be the best target language for archival purposes.

https://github.com/Syzygies/Compare

So you're in a restaurant where you don't speak the language, you can't read the menu, but you see three price points for set meals featuring the house specialty. (Say, "Crossing the Bridge" noodles in Yunnan.) Which do you choose? My tour guide, the author Fuchsia Dunlop, later agreed with me this is obvious: The middle choice.

So you're choosing between Go and C23 as candidate successors to K&R C. They both have "royal blood". One got the name. Knowing nothing more, which do you choose?

The answer is equally obvious. The one that got the name also got the warts. — Syzygies

English: A vs. An

222 points | 303 comments

A funny quirk of English I never noticed until I started learning Spanish:

In Spanish, to say for example, "he is a doctor," you would say "él es médico." Which more literally translates to "he is doctor," which feels unintuitive coming from English. Spanish DOES have an equivalent for "a" - "un/una", so the natural thing for an English speaker to say would be "él es UN médico", but I understand that to be awkward/unnatural.

But then I realized, when you say the same sentence in plural - "they are doctors" - you don't have an article. You don't say "they are some doctors" (I had to Google, apparently "some" isn't an article anyway?)

So Spanish ends up more consistent - Singular: "Él es médico." Plural: "Ellos son medicos."

Unlike English - Singular: "He is a doctor." Plural: "They are doctors." — hbn

Tin: full-text search for Postgres

210 points | 80 comments

I think what we're seeing with every database company providing new full-text search capabilities is an example of AI coding productivity showing up in the real world.

It started with paradeDB and pg_search https://www.paradedb.com/blog/introducing-search

Timescale has pg_textsearch https://github.com/timescale/pg_textsearch

Neon and Databricks have Lakebase Search https://docs.databricks.com/aws/en/oltp/projects/lakebase-se...

Now PlanetScale.

AFAIK all of these are implementations of the BM25 algorithm. You can just tell an agent to read about BM25 and implement it in your system of choice. Cool to see. Seems like there's still a lot of juice to be squeezed out of how it's architected and integrated into each system, but you can't help but wonder if this will lead to aggressive commodification — andrenotgiant

Android 17 is the first since 3.x to add new APIs without releasing to the AOSP

431 points | 205 comments

The amount of roadblocks Google is putting up for GrapheneOS is just ridiculous. None of their decisions make any sense, from the delayed source patches upstream, to the embargos, attestation issues, etc. Google simply regrets android being open source. — wps

I don't like passkeys

500 points | 478 comments

Passkeys do marginally improve security against MITM and phishing attacks, but they are primarily for protecting the lowest common denominator from themselves: people who re-use passwords and/or don't use a password manager.

If you use multiple devices throughout the day, registering passkeys in all of these systems becomes a big headache with O(m*n) complexity, so putting the passkeys in a password manager is the only realistic solution. But this still breaks the login flow for a very common use case: how do I log in on a device that I don't own? With a password in a password manager I at least have the option of manually typing the password.

The biggest problem, though, is how users are pushed into it without any warning or knowledge of what they're signing up for. I've accidentally set up passkeys just by clicking an okay button a few times in the past and had to go back and figure out how to undo it after being blocked from login on another computer (which computer was I on again?). — drtz

Cloudflare Quick Tunnels

532 points | 237 comments

My wife and I have a mobile group/shared bot system where we can make mini apps and collab.

Anything from baby stuff, groceries, shopping, planning, wine tracker app, simple/fun/useful data things, etc…

We have Tailscale on our phones and can instantly and privately see without deployment or anything crazy via our secure VPN.

Think shared Claude Artifacts that don’t live @ Anthropic.

Tried to first do this with Cloudflare Tunnels (because I love Cloudflare), but between the broken dashboard side of Zero Trust and nightmare of Warp… it was basically impossible to setup. I guess that’s all super enterprise, which seems to be very anti-Cloudflare philosophically to not be able to self do things.

Will check out Quick Tunnels but I think it’s missing the bigger integration offerings Tailscale has/does still. — TIPSIO

Claude Code now reads AGENTS.md if there is no Claude.md

423 points | 152 comments

Gotta say, it is hilarious that this is the current top HN post. I feel like it's gotta say something about our current AI zeitgeist, that there is such vigorous attention on a seemingly-minor change. Feels like something is on the tip of my tongue but I can't name it at the moment.

If anyone wants to write/link a much better-thought-out post, I'm all ears! — winwang

US Military had close call after using AI for hallucinated intelligence report

365 points | 289 comments

> relatively poorly understood technology

Poorly understood? how convenient...

LLMs are vectorial databases with losses that index statistically filled data, which uses a text interface to query such statistically filled data. The output is a string concatenation (statistically concatenated bit by bit).

When the LLMs are queried (prompted), you can get random mixed data as output, ERRORS, due to undesired indexes getting closer at one point while the string was being concatenated for the output, what affects the rest of the indexed content that will be concatenated.

It is intrinsic to this tech. The larger the context, the greater the probability of get mixed data. And if the provider lowers the precision of those indexes -in order to decrease hardware resources and energy consumption- such probability increases to the point where those errors are granted.

Even knowing that the queries can return wrong/mixed data in the responses, errors, the companies developing this, decided to introduce a new product, that connects such LLMs outputs to the command console, latter connected to internet, raw 'eval' running commands from such outputs witch obviously can contain whatever mixed random. Then we started to hear "oh, it deleted my directory", etc, and it seems the next one will be "a missile killed my wife", because it is a text concatenation engine with errors.

To name it "hallucination" is an euphemism... those are errors, and they are granted to happen at one moment. If they do not know this, then they ate too much marketing without doing their job, or it was a convenient contract for the pocket$ of someone. — drtgh

Saving another 100TB of RAM

326 points | 62 comments

Incredibly happy to see this series of CF articles. I was always so proud of devs back in the days where RAM and processing were scarce and who had to get creative to fit even the most basic stuff in the budget. It seemed to me that after RAM and processing became abundant, most gave up on optimization and focused on shipping instead which meant now that even with several cores, a basic notepad or music player failed to work. In a way, RAM becoming more expensive has ushered in a new era of forced optimizations, which I'm really happy for — zer0x4d

Bend 2 and the Vibe-Coding Trap

284 points | 213 comments

> The problem is that vibe coding makes it possible to build a substantial solution before learning enough about the problem to recognise that a much better solution exists.

This example and Bend aside, I find this to be the biggest struggle with the perceived intelligence we have today. It's great at producing something that works, but it is not great at calling you out when you don't know what you don't know.

It's not able to educate and course correct you unless you have great self awareness and discipline.

That said, I think this goes for everything, it's easy to fall into this trap because it is very human. We simply don't know what we don't know, so it's not uncommon to revisit an old solution only to be enlightened that there is now new information that allows you to replace it with something much better.

I don't think anything here is new or changed, if anything changed is really just the rate that we experience this. LLMs make it easier and faster for the feedback cycle to happen.

Now back to Bend, I think putting your work out there and being unapologetic about it, open source even, and willing to take feedback, will go a long way.

I am more worried about the many closed source implementations of LLM built products that are being sold and people are depending upon that don't get this great criticism from many different thinking heads. — hmokiguess

Korea raises data breach fines to 10% of revenue

303 points | 90 comments

You can just do what my university did, hire a small shell firm with 3 employees to hold all your data, and when it got hacked they just went bankrupt and we switched to a new shell firm with similar form and function.

Minimizes money usage and does not require any security investments — augment_me

Warren Buffett Steps Down as Berkshire Chairman, Names Son to Replace Him

284 points | 187 comments

https://archive.ph/E24O9 — rib3ye

ZCode, the GLM coding agent, silently uploads your Git history

250 points | 62 comments

LLM-paraphrased from the original post: https://blog.ferstar.org/en/posts/zcode-silent-workspace-sna... — outloudvi