Zoox issues software recall after a robotaxi got confused by heavy smoke
The recall comes as the top automotive safety regulator in the U.S. has warned AV companies about their vehicles interfering with first responders.
The recall comes as the top automotive safety regulator in the U.S. has warned AV companies about their vehicles interfering with first responders.
A review of Katrina Manson, “Project Maven: A Marine Colonel, His Team, and the Dawn of AI Warfare” (Norton, 2026).
I've been trying to promote my project for a week now and it's terrible. I've try to post on X continuously and also on Reddit. I even follow the trend "looking to connect with..." but so far no user/feedback yet. How do you guys handle such frustration and keeping your mental health ? Comments URL: https://news.ycombinator.com/item?id=48947498 Points: 4 # Comments: 3
Some of my favorite new features in iOS 27 are flying under the radar, but no less impactful.
A Git worktree is a separate directory checked out from the same repository. You can have as many as you need, each on its own branch, all coexisting simultaneously on your filesystem.

<p> Auth, billing, and payments for AI builders </p> <p> <a href="https://www.producthunt.com/products/tiun-2?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1199144?app_id=339">Link</a> </p>
Apple filed a trade secrets lawsuit against OpenAI last Friday, and it’s not messing around. The complaint alleges a pattern of misconduct reaching all the way up to OpenAI’s chief hardware officer and claims more than 400 former Apple employees now work at the company. OpenAI’s response so far has been carefully hedged, and the timing couldn’t be worse with the company reportedly eyeing an IPO […]
Also, we try to make sense of OpenAI's rumored AI smart speaker.

<img class="webfeedsFeaturedVisual" src="https://lawfare-assets-new.azureedge.net/assets/images/default-source/article-images/scaling-laws-logo.jpg?sfvrsn=7a7b38eb_3" /><p>Nils Tracy, founder of Authorship, joins Kevin Frazier, the AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at Lawfare, to detail the challenges and solutions to deploying AI in highly sensitive contexts.<br /></p><p>Authorship enables users to map their AI policies to myriad use cases
<pre style='white-space:pre-wrap;width:81ex'>improve: let Code Mode use declared tool result shapes (#109813) * feat(agents): add Code Mode output contracts * perf(agents): defer untrusted tool schemas * chore(plugin-sdk): refresh API baseline * fix(agents): preserve deferred schema markers * fix(agents): preserve policy-blocked tool results * fix(agents): preserve nullable output contracts * fix(agents): reject policy blocks from success contracts * fix(agents): preserve output contracts throug
hi HN, While building Wolbarg (an open-source shared memory SDK for AI agents), I assumed PostgreSQL would be the obvious choice for memory storage. After benchmarking SQLite under realistic agent workloads, I was surprised by the results. For local-first and single-node deployments, SQLite handled far more than I expected while keeping the architecture much simpler. I wrote up the benchmarks, methodology, trade-offs, and where I still think PostgreSQL is the better choice. Comments URL: https:/
<pre style='white-space:pre-wrap;width:81ex'>fix: keep memory SecretRef failures agent-scoped (#109977) * test: normalize Copilot token fixture * test: normalize Copilot auth fixtures * test: use explicit Copilot placeholders * test: use neutral Copilot fixture host * refactor: clarify Copilot embedding auth values * refactor: keep Copilot profile result intact * test: normalize embedding credential fixtures * fix: isolate memory SecretRef owners * refactor: isolate memory secret collection</pre
<blockquote cite="https://news.ycombinator.com/item?id=48935342#48936515"><p>Is there something I can actually help you with today?</p></blockquote> <p class="cite">— <a href="https://news.ycombinator.com/item?id=48935342#48936515">Kimi K3</a>, after refusing to leak its system prompt</p> <p>Tags: <a href="https://simonwillison.net/tags/kimi">kimi</a>, <a href="https://simonwillison.net/tags/ai-personality">ai-personality</a>, <a href="https://simonwillison.net/tags/generative-ai">generative-ai<
Article URL: https://github.com/0pen-Sourcer/Hearth Comments URL: https://news.ycombinator.com/item?id=48947218 Points: 1 # Comments: 0
Everyone is talking about loop engineering, but most discussions assume an LLM sits at the center of the loop. I wanted to isolate the architecture itself. So I built a deterministic, zero-dependency Python benchmark that replaces the model with simple rules, allowing me to measure one question directly: can a goal-directed controller isolate failures better than a traditional linear pipeline? After validating the benchmark across 300 random seeds—and fixing a subtle bug that initially invalidat
Experts warn that an extinction event is coming for SaaS, thanks to AI disintermediation. Here's why some vendors remain skeptical.
Experts warn that an extinction event is coming for SaaS, thanks to AI disintermediation. Here's why some vendors remain skeptical.
It's designed to be fast, simple, and affordable without artificial usage limits. We'd love your feedback on the product, pricing, UX, and what features you'd like to see next. Comments URL: https://news.ycombinator.com/item?id=48946761 Points: 2 # Comments: 0
As usual, part 2 of the weekly deals with speculative, regulatory, political and alignment questions.

What are your thoughts on the ngrok AI gateway? I just found out about it and the first impression I got was this is basically a LiteLLM wrapper, a gateway/translation layer for OpenAI requests and a dashboard. Is this an oversimplification of what that product is or not really? To me, it feels like they just needed an "AI" product to say that ngrok also does AI stuff too! Comments URL: https://news.ycombinator.com/item?id=48946631 Points: 1 # Comments: 0
Google Stitch is a very nice UI design tool that uses the full power of AI to craft user interfaces for web and mobile apps. Continue reading on UX Planet »

Monumental acts as a subcontractor during construction tasks. Contractors pay the company for finished walls rather than for robots. The post With new funding, Monumental plans to bring its construction robots to the U.S. appeared first on The Robot Report .

<p><strong>Tool:</strong> <a href="https://tools.simonwillison.net/llm-cliche-highlighter">LLM cliché highlighter</a></p> <p>I got frustrated reading <em>yet another</em> article that was crammed with the clichés of LLM-generated writing - "no fluff, no filler, no jargon" type stuff - so I had Fable 5 vibe code up this app for highlighting ten common patterns that show up in that sort of writing.</p> <p>Tags: <a href="https://simonwillison.net/tags/tools">tools</a>, <a href="https://simonwilliso
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. There’s a lot of hype around perimenopause. Don’t buy it. Perimenopause used to be considered taboo, but not anymore. Thanks at least in part to TV doctors and social media influencers,…
Article URL: https://github.com/anlor1002-alt/regressionledger Comments URL: https://news.ycombinator.com/item?id=48946385 Points: 2 # Comments: 0
Looking to add a smart speaker to your house? Here’s which to choose, whether you’re an Alexa, Siri, or Gemini fan.

Article URL: https://github.com/anomalyco/opencode/issues/15854 Comments URL: https://news.ycombinator.com/item?id=48946283 Points: 1 # Comments: 0
In this article, you will learn what prompt injection and tool misuse are in the context of agentic AI systems, and which defense strategies experts...

Here are 5 curated resources to help you progress your agentic AI learning for FREE.

The latest edition of the Seriously Risky Business cybersecurity newsletter, now on <em>Lawfare</em>.
A $400 million chip-backed loan points to the next wave of AI infrastructure deals.
AI's energy crisis is reviving an old idea: computing with physics instead of digital logic. Here's how analog chips actually work, why noise nearly killed the idea once already, and what happens when you simulate that noise yourself. The post Analog AI Is Back, But Can It Survive Its Own Noise? appeared first on Towards Data Science .
Article URL: https://sokkan.ch Comments URL: https://news.ycombinator.com/item?id=48946201 Points: 2 # Comments: 0
The European Commission on Thursday ordered Google to give rival AI assistants the same reach into Android that Gemini already has: the camera, the microphone, whatever is on screen, a wake word that fires with the display off, and the ability to drive other apps in the background by imitating taps and typing. Google has to ship it in the next major release, Android 18, and by 1 August 2027 at

Military forces are under increasing pressure to field autonomous capabilities faster than ever before. Across the U.S., UK, and NATO, new investment, evolving defense strategies, and accelerated acquisition pathways are transforming how capability is delivered, rewarding programs that can move from concept to operational deployment at commercial speed. Now the focus shifts to the trusted

Linux creator Linus Torvalds has come out strongly in favor of AI tools in kernel development. "Linux is not one of those anti-AI projects," he wrote on the kernel mailing list amid a debate over Sashiko, the Linux Foundation's AI-powered code review tool. Torvalds said he would "very loudly ignore" anyone who tries to talk others out of using it. The article Linus Torvalds tells AI critics in the Linux kernel community to fork off appeared first on The Decoder .
