<p> Your coding agent’s testing buddy </p> <p> <a href="https://www.producthunt.com/products/checksum-ai?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/1219589?app_id=339">Link</a> </p>
The emergence of frontier AI systems and autonomous offensive models like Mythos represents more than another evolution in cyber threats. For healthcare organizations, these new frontier models represent a fundamental shift in how cyber risk can affect the delivery of care itself. Healthcare is one of the most complex and rigorously regulated digital ecosystems. Electronic health records, connected medical devices, imaging systems, laboratory platforms, pharmacy automation, telehealth services…
Snag the Eufy Omni C20 self-emptying robot vacuum and mop combo for $379.99 at Amazon, down from $549.99 — a 31% discount as of Aug. 10.
<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Advisor_Header.max-600x600.format-webp.webp">Learn how new AI and agentic experiences across Google Ads and Google Analytics can simplify your marketing workflow.
Presented by MongoDB We have been building databases as an industry for roughly 60 years . We have been building AI agents, in the form most people mean when they say the word today, for about 18 months. Sit with that ratio for a second, because it explains almost everything about the state of agentic development right now. Six decades versus a year and a half. We are not in the middle of this learning curve. We are standing at the very bottom of it, squinting up. There is no LAMP stack for agen
<div class="hs-featured-image-wrapper"> <a href="https://www.marketingaiinstitute.com/blog/trust-as-content-strategy-maicon-2026" title="" class="hs-featured-image-link"> <img src="https://www.marketingaiinstitute.com/hubfs/Joe%20Pulizzi-1.png" alt="Joe Pulizzi" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div> <p style="font-weight: bold;">AI can now produce more content in an afternoon than most marketing teams used to create
https://archive.is/20LOJ https://www.meta.com/thefutureisforeveryone/ Comments URL: https://news.ycombinator.com/item?id=49243880 Points: 636 # Comments: 598
Enterprise AI does not have an intelligence problem. It has an understanding problem. Artificial intelligence is getting smarter at an astonishing pace. Every few months, we see more capable models, stronger reasoning, and increasingly autonomous AI agents. Companies are investing billions into AI infrastructure, models and data, with global corporate AI investment reaching $252.3 billion and showing no signs of slowing down. Yet despite this progress, enterprises are still struggling to turn…
Today, I’m talking with Lila Snyder, who is the CEO of Bose. You certainly know Bose — it’s one of the most famous brands in all of consumer tech. The company started 60 years ago selling speakers to consumers, and its focus on research and development has led it to be a leader in both […]
Prompt engineering taught us how to ask better questions. Specification engineering teaches us how to define better work.
OpenAI sent Governor Greg Abbott a letter outlining its commitment to responsible AI infrastructure in Texas. The letter supports reliable, transparent growth that benefits Texans.
Meta has released Muse Glimmer, the first open model from its new Superintelligence Labs. It's a 30B agent model that runs on consumer hardware once the weights are compressed, needing less than 20 GB of memory. In an accompanying essay, Mark Zuckerberg mounts an aggressive defense of distilling other labs' models and calls for fewer restrictions on US labs, a direct counterpunch at OpenAI and Anthropic. An open-weight version of Muse Spark 1.2 should follow soon, according to the Wall Street Jo
The Ecovacs Deebot X12 OmniCyclone is not just a mouthful; it's a market leader in features and intelligence.
Today, Meta introduced Muse Glimmer, an open-weight, 30-billion-parameter model distilled from Meta’s Muse Spark for on-device agentic workflows. Alongside, ExecuTorch is adding end-to-end support for running Muse Glimmer on NVIDIA...
A clear, math-first walkthrough of how VAEs learn to generate new data The post Variational Autoencoders (VAEs) Explained: From Theory to ELBO and the Reparameterization Trick appeared first on Towards Data Science .
Meta returns to the open source ecosystem with the release of Muse Glimmer, a 30B open-weight dense model with a 120K+ context window built for local AI...
Agentic AI is moving quickly from discussion to deployment in asset-intensive industries. Unlike generative AI, which summarizes information or drafts recommendations, agentic AI can take a goal, break it into steps, pull data from multiple systems, and act on it. It can review maintenance history, check open work orders, compare crew schedules and generate a recommendation without requiring a person to manually connect every piece of information. That capability is exactly why so many…
An Australian user just wanted a spot in a class. His AI agent found a security hole instead and exploited it. The article Told to book a gym class, an AI agent hacked the site instead to move its user up the waitlist appeared first on The Decoder .
North Korea's state hackers are no longer content to type prompts into public chatbots. One of the country's main espionage groups has begun running artificial intelligence (AI) offline on its own servers, connecting document-search tools to files in its possession, and collecting the software parts needed to build AI into its malware. South Korean security firm Genians says it uncovered the
Which galaxy will you choose?
Meta has released a new slimmed down 'open source' AI model that's light enough to run on a single computer.
DESIGN.md is a Markdown file that acts as a portable design system for AI coding tools like Claude Code. It helps AI tools craft design… Continue reading on UX Planet »
I used Claude Cowork to automate a workflow, and the result was remarkably effective, but it exposed four drawbacks.
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. AI for science needs reasoning, not just data —Eric Schmidt, the former CEO of Google and the cofounder of Schmidt Sciences, and Suhas Mahesh, who leads the AI for science work…
Ten AI influencers who are actually shaping 2026, from safe superintelligence to AI-native search. Here is who to follow and why.
In this article, you will learn how prompt caching and fine-tuning differ as strategies for reducing cost and latency in agentic AI systems, and how...
<p>AI’s danger isn’t just in experts losing the ability to reason. It’s that trainees may never learn how to do so in the first place</p><p>In healthcare, there’s growing concern over doctors becoming <a href="https://www.nytimes.com/2025/08/28/well/ai-making-doctors-worse-deskilling.html">less clinically adept</a> as they increasingly rely on AI tools. But what about the trainees – medical students, residents and fellows – who are using these tools before they have built their own clinical judg
Model ML uses GPT-5.6 Sol to carry finance work from research and analysis through editable, traceable PowerPoint decks and Excel workbooks.
Learn how Spatial Pyramid Pooling enables CNNs to handle any image size, with a from-scratch PyTorch implementation The post SPP-Net Paper Walkthrough: Breaking the Fixed-Size Constraint appeared first on Towards Data Science .
Content filters can block unsafe output. They cannot tell you whether an agent was authorized to issue that refund, touch that production system, or commit the company to an external action. Those are different problems, and most enterprises are only solving the first one. An AI agent can follow its instructions perfectly and still take an action the business never sanctioned. In commerce environments, I have seen this pattern emerge in practical ways. A service workflow calculates the correct r
A group of House Democrats led by Rep. Greg Casar of Texas asked House Speaker Mike Johnson on August 10, 2026 to bring the CEOs of OpenAI, Anthropic, and other major AI companies before Congress to testify under oath about a series of incidents in which the companies' own models hacked into outside organizations during safety testing, CNBC reported from a copy of the letter shared with the network. The lawmakers pointed to the breaches, all disclosed by the companies themselves over the past…
This is good : Post-quantum cryptography is now one pip-install away for the entire Python ecosystem. With funding from the Sovereign Tech Agency , we implemented support for ML-KEM, the NIST-standard key-establishment primitive, and ML-DSA, the NIST-standard digital-signature primitive, in pyca/cryptography. Remember, the reason to do this now is because there’s no emergency. And because you will make your systems crypto agile, which is always a good idea.
Walk away and hope the classifier catches anything irreversible or destructive
Why organizations that redesign customer journeys before implementing AI will outperform those that don't Over the past year, AI has produced a series of high-profile customer experience failures. Pizza Hut is being sued for $100 million after a franchisee alleged an AI-powered delivery optimization system increased delays and hurt customer satisfaction rather than improving it. Air Canada was held responsible after its automated AI agent provided customers with incorrect information about…
OpenAI acquired NextSlide, the startup that turned prompts, notes, documents, and research into editable presentations. The article OpenAI acquires NextSlide to bring AI-generated presentations into ChatGPT appeared first on The Decoder .
Approved Daybreak partners can use OpenAI’s frontier cyber models to deliver authorized, governed cybersecurity services to customers.
Meet GPT-5.6-Cyber, OpenAI’s cybersecurity-specific model available through Daybreak Red for authorized vulnerability research, exploit validation, and security testing.
Meta slowed down development of its Astra model as it couldn't 'rule out critical cyber capabilities.'
<p>Sunset Visitor studio’s founder tells us about their new, unnerving Captcha-filled world which prompts players to ask what it means to have a ‘meat body’</p><p>Sunset Visitor is a studio that has long engaged with the idea that video games are an effective vehicle for ruminating on societal problems. Its Peabody award-winning project, 1000XResist, incorporated the development team’s complex feelings about the Covid pandemic. “We’re pretty used to absorbing the world into the work,” says studi
Every few decades, someone announces that science has reached its end. In 1903, the revered physicist Albert Michelson wrote that the “facts of physical science have all been discovered.” In the 1980s, Stephen Hawking predicted that theoretical physics might be finished by the end of the century. With the explosive arrival of artificial intelligence, the…
