AMD takes on Nvidia with its Helios AI rack-scale system
AMD is challenging its chipmaker rival with a new rack-scale system that will start shipping to customers later this year.
AMD is challenging its chipmaker rival with a new rack-scale system that will start shipping to customers later this year.
Before agents entered the scene, the answer was obvious: A developer "writes" or "creates" software. While software craftsmen mourned the death of their craft, reality moved on. In February 2025, Andrej Karpathy ingeniously coined the term "vibe coding" (which hit Merriam-Webster as a slang term shortly after) to describe the shift from hand-writing code to steering the agent. But the honeymoon didn't last. Amateurs quickly ruined the vibe when their weekend projects got routinely annihilated up
In the AI-funding frenzy, many startups are raising back-to-back rounds at ever-increasing valuations — but even by those standards, Corgi stands out.
Article URL: https://github.com/tomlin7/biscuit Comments URL: https://news.ycombinator.com/item?id=49027355 Points: 1 # Comments: 0
Hi HN, I'm building CobaltCode, a platform for running coding agents inside persistent development environments. Basically I was fed up with git worktrees and having to run everything locally, usually one at a time so built CobaltCode.ai. Each task gets an separate vm with its own repository checkout, dependencies, running services, agent session, previews, and persistent state. It can also run your app inside the vm so you can preview different features in parallel. You can leave a task, resume
"Seems to redirect a specific hormonal signal.” ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

Article URL: https://resobscura.substack.com/p/llm-based-educational-games-will Comments URL: https://news.ycombinator.com/item?id=49027196 Points: 1 # Comments: 0
<p>‘Ratepayer Protection Pledge’ president has touted is non-binding as people continue to struggle with rising bills</p><p>Donald Trump has announced that about 200 entities have signed on to his non-binding “Ratepayer Protection Pledge”, expanding a voluntary commitment which claims to ensure US consumers will not bear the cost of the AI datacenter build-out.</p><p>Trump delivered remarks on Thursday at the Environmental Protection Agency (EPA) headquarters, alongside Lee Zeldin, the agency’s

I use Claude on the $20/mo plan, mainly for research, "rubber duckying," and as an idea soundboard (I was using Fable for this but am now relegated to Opus 4.8 or Sonnet 5), and recently noticed a severe downturn in Opus 4.8 response quality in high-context situations. To attempt to remedy this, I disabled the memory system (now labeled "Legacy" even though to my knowledge there is no replacement). With this setting disabled, aside from the slight tedium of inputting the necessary context each t
OpenAI is rolling out "Health in ChatGPT" to U.S. users, connecting Apple Health, medical records, and wellness apps. More than 300 million people already ask ChatGPT health questions every week, but paying users get better answers. The more powerful GPT-5.6 Sol model is reserved for premium subscribers, while free users are stuck with the weaker GPT-5.5 Instant. The article ChatGPT will give you worse health advice if you don't pay appeared first on The Decoder .

<p> One private gateway for every AI model </p> <p> <a href="https://www.producthunt.com/products/ngrok-ai-gateway?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/1204933?app_id=339">Link</a> </p>
AI no longer welcome in human-focused community
I’ve been building Echo ( https://echo.tracerml.ai/ ), an experiment in making one AI system out of a pool of open-weight models rather than choosing a single model and using it for every task. It started with a simple experiment. I took a group of models, including GLM-5.2, Kimi K2.7 and others, and ran them on the same evaluations. Then I measured what would happen if, for each problem, you somehow knew in advance which models would be useful and how their outputs should be combined. That hypo
<!-- SC_OFF --><div class="md"><p>The interesting finding from a new [arXiv paper](<a href="https://arxiv.org/abs/2607.16165">https://arxiv.org/abs/2607.16165</a>) isn't that a frontier vision model failed a new benchmark, that happens weekly, but the specific shape of the failure and the fact that the models cannot patch it by writing their own code.</p> <p>The benchmark, called ActiveVision, contains 17 tasks across 3 categories designed, in the authors' words, to "force repeated visual percep
Google's selfie videos can be used for account access, AI Avatars, and age verification.

Article URL: https://github.com/arizqi/cpubrrr Comments URL: https://news.ycombinator.com/item?id=49026595 Points: 1 # Comments: 0
Bill would let Homeland Security chief decide when an AI should be shut down.
I built a Telegram agent for my partner and I where we can message it photos or descriptions of food we had, and it logs our macros. I wanted to build a "food memory" feature, where I could say something like "had my usual smoothie" and it remembers the macro breakdown of it. Curious on what the best approaches are nowadays for this type of agent memory? Papers, articles, tweets or github links much appreciated! Comments URL: https://news.ycombinator.com/item?id=49026475 Points: 2 # Comments: 0
Claude's new voice model will let you reschedule your meeting or draft an email.
Until now, voice mode has only been available on Claude Haiku, Anthropic's faster but less powerful model. Now the company is making its Opus and Sonnet models available in voice mode, and extending its reach into apps like Gmail, Slack, and Canva. When Anthropic launched voice mode last year, it was primarily focused on delivering […]

Travis Kalanick, the former CEO of Uber, said with ATOMS, he hopes to create physical automation to transform industry. The post Uber co-founder raises $1.7B for new robotics startup ATOMS appeared first on The Robot Report .

The clip features the David Bowie track “Five Years,” which includes lyrics such as “Earth was really dying (dying).”

AegisAI co-founders developed AI agents that quickly analyze each message as a human would, paying attention to small anomalies that even the most elaborate checklist wouldn’t catch.
AMD has launched the Ryzen AI Embedded X100 and Kria AI SoM, bringing unified memory and real-time control to challenge NVIDIA in robotics. The post AMD unveils Kria module for real-time control, unified memory for robots appeared first on The Robot Report .

Patreon is laying off 20 percent of its workers, or around 93 employees, as reported earlier by 404 Media. In a memo to employees, Patreon CEO Jack Conte writes that the company isn't making these changes "because we believe AI replaces humans," but says AI has "fundamentally transformed the tech industry, including how we work, […]

The Summer 2026 Edition

Black Forest Labs has released Flux 3, a multimodal foundation model that learns from images, video, and audio and can generate video with native sound for the first time. BFL's own tests put it just ahead of market leader Seedance 2.0, though independent results aren't yet available. The company ultimately wants to build a world model and is already testing Flux 3 on robotics tasks. The article Flux 3 generates videos with native audio up to 20 seconds long, a first for Black Forest Labs appear

Black Forest Labs (BFL) is expanding its FLUX family beyond image generation with today's launch of FLUX 3 , a multimodal frontier model trained to understand and generate images, or combined audio/video clips up to 20 seconds from a single prompt — and to extend the same underlying architecture to robotic vision and actions. The Freiburg, Germany-based AI lab says FLUX 3 is jointly trained across those modalities rather than assembling separate image, video and audio models behind a common inte

It's been down for over 2 hours now and is disrupting my production service. Time to evaluate alternatives, but will they be more reliable? Comments URL: https://news.ycombinator.com/item?id=49025442 Points: 4 # Comments: 3
Article URL: https://seldon-ai.com/blog/you-dont-need-an-llm-to-cluster-llm-traces Comments URL: https://news.ycombinator.com/item?id=49025349 Points: 2 # Comments: 0
<p> AI code review that runs your code </p> <p> <a href="https://www.producthunt.com/products/ito-ai-code-review-that-runs-code?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/1204836?app_id=339">Link</a> </p>
Spec for spec, the House of Zen's first rack-scale AI compute platform is bigger and faster than Nvidia's Vera Rubin by nearly every metric, but that's only on paper
Article URL: https://netflixtechblog.com/in-house-llm-serving-at-netflix-a5a8e799ea2c Comments URL: https://news.ycombinator.com/item?id=49025021 Points: 3 # Comments: 0
When Cisco ran 6,986 multi-turn attacks against 15 flagship models , attackers who adapted across the conversation broke through as often as 88.3% of the time. Amy Chang, Cisco's head of AI threat intelligence and security research, brought that finding to the agentic security panel at VB Transform 2026 ; the number should worry anyone still running single-turn red-teaming programs. VentureBeat's June 2026 Pulse survey of 107 enterprise respondents explains why the room was full. More than half,

OpenAI's health product allows users to connect Apple Health and other data.

In an earnings call yesterday, Tesla CEO Elon Musk did his best to paint a positive portrait of the company's robotaxi program. New cities are being added, more miles are being driven, and more people are experiencing Tesla's unsupervised vehicles. But Musk's typical bullishness seemed to be absent from the call, as the occasional trillionaire […]

The Media Router is a tool that automatically selects the best image, video, or audio generation model for a request based on whether a developer prioritizes quality, speed or cost.
Across 107 enterprises, AI infrastructure spending is accelerating well ahead of the ability to see or steer its economics. Most organizations run their AI on a familiar base of hyperscalers and model-provider APIs, yet the next dollar is aimed at specialized compute almost none of them use today; a majority intend to switch or add providers within the year, many within a quarter. Buying decisions turn on integration and total cost of ownership rather than headline token price — which is fortuna

Zenity Labs uncovered "AgentForger," a vulnerability in OpenAI's Agent Builder that let a single manipulated ChatGPT link create an autonomous agent on an employee's behalf. The agent inherited the victim's identity and access rights, bypassed approval requirements through the malicious prompt, and pulled new instructions from the attacker's inbox every five minutes. The article One tampered ChatGPT link could spawn a rogue AI agent that took orders from an attacker every five minutes appeared f
