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There is an adversarial relationship between developers and big model labs. Model labs charged developers higher API prices to subsidize their own agent harness offerings. Think Anthropic charging 5x higher Claude API prices to subsidize consumer subscriptions. So Cursor in a way was subsidizing their own direct competitor. DeepSeek V4 Flash totally inverted this relationship. Now you have a model that beats even Sonnet in some benchmarks and is totally opensourced. Now inference providers are r

Article URL: https://capolicylab.org/california-ai-unemployment-tracker/ Comments URL: https://news.ycombinator.com/item?id=48680242 Points: 2 # Comments: 0

Article URL: https://www.bleepingcomputer.com/news/security/new-macos-malware-embeds-fake-errors-to-confuse-ai-analysis-tools/ Comments URL: https://news.ycombinator.com/item?id=48680232 Points: 2 # Comments: 0

So much for voluntary review.

Article URL: https://github.com/lekandigital/claude-export-hub Comments URL: https://news.ycombinator.com/item?id=48680164 Points: 2 # Comments: 0

Article URL: https://www.theblindtest.io/ Comments URL: https://news.ycombinator.com/item?id=48680155 Points: 2 # Comments: 0

There's a flood of people shipping real, playable things with AI now, but they're scattered across X threads and Discords and disappear in a day. I wanted one place to actually discover and play them, and one place for builders to get eyes on what they made. Comments URL: https://news.ycombinator.com/item?id=48680087 Points: 1 # Comments: 0

<p> An AI team that puts your idea in motion </p> <p> <a href="https://www.producthunt.com/products/pazi?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/1181193?app_id=339">Link</a> </p>

Article URL: https://haoailab.com/blogs/parallel-tree-decoding/ Comments URL: https://news.ycombinator.com/item?id=48680042 Points: 4 # Comments: 1

Privacy controls — systems that enforce retention, access, allowed-purpose, downstream-sharing, or anonymization policies — require a reliable understanding of data to function. Before such a control can operate effectively, it must know exactly what it is looking at. This can be complex, as demonstrated by a field simply named “age“: In one context, it might [...] Read More... The post Privacy-Aware Infrastructure in the AI-Native Era: An Asset Classification Case Study appeared first on Engine

<p><strong><a href="https://www.schneier.com/blog/archives/2026/06/ai-and-liability.html">AI and Liability</a></strong></p> Bruce Schneier on the recent <a href="https://the-decoder.com/landmark-german-ruling-declares-googles-ai-overviews-are-googles-own-words-and-makes-it-liable-for-false-answers/">German ruling</a> that Google be held liable for errors introduced in their AI overviews:</p> <blockquote> <p>AI agents are agents of the person or organization that deploys them—and should be treate

Shaders are GPU programs that process visual data—such as rays, pixels, geometry, and textures—to produce specific rendering effects. Shaders find necessary...

Gov. Gavin Newsom announced the California AI-Unemployment Tracker, a public resource to monitor AI's workforce impact.

As Agents do more and more work. They need more access to real-world tools such as mail and phone numbers, payments, etc. Recently I gave a phone number to my Hermes. It's doing a lot of tasks now, from booking apartments to setting up medical appointments for me. Comments URL: https://news.ycombinator.com/item?id=48679841 Points: 2 # Comments: 1

The Trump administration, apprehensive of potential security issues, has reportedly asked OpenAI to stagger the release of its next big-ticket model, GPT-5.6. The Information reported that OpenAI CEO Sam Altman told employees Wednesday in a company Q&A that it would release GPT-5.6 in limited preview form - granting access only to a small group of […]

I made a memory cleaner for Claude Code. I guess it'll probably work in Codex, OpenCode, Composer etc, but I've only tested it in Claude Code. It's for getting rid of all of the bloat and crap that builds up in your memory file so that it works better, because when it's too full it stops helping, and seems to actively hurt. I built it because I noticed that over time my Claude sessions were missing some of the things that I'd asked it to remember. The reason why this works is because it always a

'Having certainly strained ourselves to the utmost through research and learning, we will no longer be inferior to them,' reads a scroll virtually unwrapped with the help of AI

'Having certainly strained ourselves to the utmost through research and learning, we will no longer be inferior to them,' reads a scroll virtually unwrapped with the help of AI

Article URL: https://unconv.ai/blog/introducing-un-0-generating-images-with-coupled-oscillators/ Comments URL: https://news.ycombinator.com/item?id=48679007 Points: 111 # Comments: 28

Article URL: https://github.com/ctxgov/ctxgov Comments URL: https://news.ycombinator.com/item?id=48678976 Points: 2 # Comments: 0

Comments

<p> All-in-one AI assistant — chat, images, voice & market data </p> <p> <a href="https://www.producthunt.com/products/cewsco?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/1181134?app_id=339">Link</a> </p>

Article URL: https://www.wsj.com/tech/ai/ai-stock-market-trading-research-154eeb72 Comments URL: https://news.ycombinator.com/item?id=48678848 Points: 1 # Comments: 1

Code review is the new bottleneck. "Tests passing" is no longer sufficient to trust the changes, and the (human) cost of evaluating the quality and robustness of new agent-written contributions is skyrocketing. We built Topos to evaluate code quality based on the structural properties of the programs themselves. We map your files to graphs (AST, CFG, CPG, MDG) and calculate metrics that can characterize how simple, composable, or secure your programs are. Agents can use this tool as they write a

The price increases result from surging memory chip costs and short supply but there are still deals available if you know where to look.

Article URL: https://dnhkng.github.io/posts/building-the-beam-universe-splitter/ Comments URL: https://news.ycombinator.com/item?id=48678807 Points: 1 # Comments: 0

I like AssertJ-style fluent assertions. I tried to find a library that does that for Go, but couldn't. So I wrote my own some time ago, but I didn't quite like it. A few days ago I heard about Go 1.27 and the addition of generic methods, so I gave it another try. I like the way it came out this time. Most of the code was written with 1.26. Just now, after the 1.27 RC release, I changed the top-level methods to be generic - previously they were `any`. As for the AI: I used Claude Sonnet, but as a

Agent-testing startup Patronus AI, founded by former Meta AI researchers, is experiencing nearly insatiable demand, its investor says.

Article URL: https://www.hollywoodreporter.com/business/business-news/studio-minor-performers-surrender-voices-ai-1236630694/ Comments URL: https://news.ycombinator.com/item?id=48678671 Points: 5 # Comments: 0

Article URL: https://newsletter.masterpoint.io/p/can-ai-effectively-approve-production-infra-changes Comments URL: https://news.ycombinator.com/item?id=48678609 Points: 3 # Comments: 0

Article URL: https://trypolygraph.com/ Comments URL: https://news.ycombinator.com/item?id=48678471 Points: 4 # Comments: 0

Codex, it's not just for developers, really

Codex, it's not just for developers, really

Article URL: https://innovationhub.ai.cornell.edu/articles/how-cornell-recovered-100000-in-unidentified-payments-with-ai/ Comments URL: https://news.ycombinator.com/item?id=48678456 Points: 3 # Comments: 0

Moodloom is an ad-free visual discovery platform for those fed up of Pinterest. Save and explore fashion, decor, and art - without the noise. What makes it different: Clean feed - no ads, no sponsored posts AI content filter - hide or show AI-generated images For fashion lovers, decorators & digital artists who wish Pinterest were better. We have built Save to Moodloom Extension as well using which you can Import all your Pinterest pins/boards to Moodloom. Comments URL: https://news.ycombinator.

We just launched anitroves.com early this 2026 and had added thousands of Anime and Manga pages with basic wiki informations along with our Characters roleplays, Otaku and AniPick AI. We thought those pages would be great to rank for multiple keywords and get initial traffic but after a few weeks google analyzed and penaltized our site for thin content though it didn't showed any issues in manual actions but it did de-indexed whole site and then only remained our main page, we got more than 30,0

Article URL: https://techtrenches.dev/p/the-cost-of-reading-everyone-just Comments URL: https://news.ycombinator.com/item?id=48678388 Points: 3 # Comments: 0

Open to Work I build production AI systems that add intelligence to processes. My work includes Closed-Loop AI-native systems, RAG, AI agents, agentic evaluations, guardrails, and enterprise integrations using Python, TypeScript, React, Node.js, Vertex AI, Gemini, OpenAI, Claude, Redis, Postgres, and Cloud SQL. Comments URL: https://news.ycombinator.com/item?id=48678286 Points: 3 # Comments: 0

Hirebotics' Cobot Painter supports stationary painting, with parts placed in a paint booth where robots perform all spraying operations. The post Hirebotics offers no-code, explosion-proof cobot for painting appeared first on The Robot Report .