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OpenAI has announced Daybreak , a cybersecurity initiative designed to apply frontier AI to the full defensive cycle: finding vulnerabilities, validating their impact, generating fixes and helping teams verify remediation before attackers can exploit weaknesses. The program combines cyber-focused models, Codex Security , partner programs and governance mechanisms, positioning OpenAI's security work around practical remediation rather than alert generation alone. The official OpenAI Daybrea...

Recent developments in the AI ecosystem spotlight a new GitHub repository titled "awesome-growth-hacking-skills," which showcases growth hacking skills for AI agents such as Claude and ChatGPT. This initiative, straddling the line between marketing and technical prowess, signals a shift in how developers are approaching AI tools, focusing on optimizing their potential. With a rising star count of 817, it reflects growing interest and intended application of these skills in real-world scenarios. ...

If you've integrated a third-party AI API into a content pipeline before, you already know the pattern. Auth headers. Rate limit handling. A conditional branch to decide whether to call a second endpoint based on the first response. Retry logic for the inevitable timeout. None of that is hard, individually, but it adds up to real code you own, test, and maintain indefinitely, for a task that's conceptually simple: check this text, fix it if it needs fixing. MCP changes where that logic lives....

What does a conflicting instruction set cost you? For one, time and tokens, not to mention the constant headache to figure out the "why?". An instruction you wrote and rely on heavily gives contradicting results, the only tell-tale that something is going wrong. No other warning present. Say your CLAUDE.md carries code under scratchpad/ ships without tests in one section and, further down, write a test for every function . The first time the agent works in scratchpad/ , the two collide...

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If you need a small self contained split view markdown editor (uses a gtk webview, requires an internet for marked.js+katex from a cdn) in GTK+Adwaita. By the way I know about Apostrophe and actually it was the main inspiration for this. I am working on a larger GTK app and I want more software with decent Markdown rendering. This gist is just a small self contained prototype to show off that building this kind of app has become fairly easy today. Comments

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Article URL: https://kuber.studio/blog/Reflections/Humanising-LLM-Outputs-is-Actually-Dumb Comments URL: https://news.ycombinator.com/item?id=49243474 Points: 60 # Comments: 29

Article URL: https://github.com/Juror-AI/juror Comments URL: https://news.ycombinator.com/item?id=49244029 Points: 6 # Comments: 1

Article URL: https://blog.sshh.io/p/exploring-claudegpt-knowledge-cutoffs Comments URL: https://news.ycombinator.com/item?id=49244085 Points: 42 # Comments: 7

Article URL: https://earthquake.usgs.gov/earthquakes/eventpage/us6000tjl2/executive Comments URL: https://news.ycombinator.com/item?id=49245251 Points: 122 # Comments: 37

Article URL: https://pim.murata.com/asset/pim4/siliconCapacitor/SICAP_X2SC422522_PDF_SILICONCAPACITOR Comments URL: https://news.ycombinator.com/item?id=49245318 Points: 41 # Comments: 15

Article URL: https://www.neurology.org/doi/10.1212/WN9.0000000000000152 Comments URL: https://news.ycombinator.com/item?id=49245348 Points: 59 # Comments: 43

Article URL: https://arxiv.org/abs/2607.29380 Comments URL: https://news.ycombinator.com/item?id=49245359 Points: 54 # Comments: 31

Article URL: https://jackschaedler.github.io/handwriting-recognition/ Comments URL: https://news.ycombinator.com/item?id=49245421 Points: 23 # Comments: 6

Article URL: https://github.com/AntigmaLabs/ante Comments URL: https://news.ycombinator.com/item?id=49245437 Points: 96 # Comments: 59

Article URL: https://github.com/xoreaxeaxeax/smiiiiiiiiiiiiiiii Comments URL: https://news.ycombinator.com/item?id=49245491 Points: 82 # Comments: 23

Hi HN, we’re Eren, Berat and Kaan. We’re building Stoa ( https://www.stoaexchange.com ), a marketplace for new and used GPUs and AI servers. GPUs are the collateral in the data center buildout. Today, financing terms mostly depend on the offtaker, meaning the company that has committed to use the compute. If that company is a hyperscaler, the financing can look investment grade. If it’s a smaller cloud or startup, terms get expensive fast, even with the same hardware as collateral. The lender’s ...

Article URL: https://www.anthropic.com/research/riemann-zeta Comments URL: https://news.ycombinator.com/item?id=49247070 Points: 99 # Comments: 74

Article URL: https://alphatheta.com/en/information/important-notice-security-vulnerability-in-pro-dj-link/ Comments URL: https://news.ycombinator.com/item?id=49247461 Points: 8 # Comments: 2

Article URL: https://www.vectorware.com/blog/simd-on-gpu/ Comments URL: https://news.ycombinator.com/item?id=49247477 Points: 15 # Comments: 6

Clean, free power from the sun is easier and more affordable to capture than ever with the best portable solar panels.

Willy Myco has made over 120 videos showing people his exact process for making everything from LSD to DMT vapes. Not everyone’s a fan of his methods.

The solar-powered limited edition may be here to mark the final Dutch Grand Prix taking place in Zandvoort, but it's the juicy iconic colorway WIRED's been waiting for.

You probably know just by looking at it if the Classic-TKL Underscore Edition is for you. Do you want a retro-looking wired keyboard without a number pad? Great. Do you care that it doesn't have wireless? Perfect. Do you want it preassembled? Buddy, you're in the right place. But Nathan, you might say, preassembled is […]

Valve says a data breach may have exposed the personal information of customers who ordered its Steam hardware in Europe. In an email sent to users, Valve says its European shipping partner, CEVA Logistics, suffered a data breach that may have included customer names, addresses, phone numbers, and email addresses. The breach at CEVA occurred […]

Boeing is selling three of its electric vertical takeoff and landing (eVTOL) subsidiaries to Archer Aviation, in addition to taking an undisclosed stake in the San Jose-based company. The subsidiares to be acquired by Archer include Wisk Aero, which has been developing an autonomous electric aircraft; SkyGrid, which is building air traffic management systems to […]

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 […]