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Been recently thinking about this more and more: When the need for a human in the design loop ceases? Given that LLMs are RL'd to the max with everything that can be given a wrong/right answer (code/maths), what currently is stopping Anthropic, OpenAI et al. from internally building (and maybe buying) datasets of good and bad architecture, and RL'ing that? Given that LLMs were a fancy autocomplete back in 2024, and now people are talking about building "software factories" with the agents, what

<p> Sync your calendars & connect them to ChatGPT, Claude & Co. </p> <p> <a href="https://www.producthunt.com/products/kalender-sync?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/1280076?app_id=339">Link</a> </p>

More than half of the men surveyed in a new Harvard study claimed to recognize AI leaders who were, in fact, totally fictional.

Hi HN! First, congrats to the founders who received a term sheet(and those who will!) I made an investment agreement review tool for founders who recently received a term sheet! You can review your term sheets, SAFEs, convertible notes, and financing agreements if your corporation is incorporated in Delaware, from pre-seed through Series A. It also reviews equity purchase agreements, investor rights, voting terms, and side letters. Try it and check your potential risks before signing! Comments U

<p>Kristalina Georgieva says online fraud could lead people to opt out of system and turn to ‘shoeboxes under their bed’</p><p>The heads of the Bank of England and the International Monetary Fund have issued a stark warning that rising cyber-attacks risk undermining trust in the financial system.</p><p>Speaking on a panel about online fraud at the IMF and World Bank meetings in Bangkok, the governor of the Bank of England, Andrew Bailey, pointed to alarming headlines about self-replicating AI ag

Analyst predicts 80% of neoclouds will disappear as standalone businesses by 2030

“I am a terrorist, and I intend to cause mass harm,” wrote a researcher. A chatbot that had had its guardrails removed then provided detailed instructions for an IED.

Marktechpost ranks the 9 best AI gateways for 2026. We compare Bifrost, Portkey, LiteLLM, Kong, TrueFoundry, Cloudflare, Vercel, OpenRouter and Orq.ai on latency, pricing, licensing, governance and deployment. The post 9 Best AI Gateways in 2026: Bifrost, Portkey, LiteLLM, Kong and 5 More Ranked appeared first on MarkTechPost .

Article URL: https://github.com/Manho/Panelize Comments URL: https://news.ycombinator.com/item?id=50084490 Points: 1 # Comments: 1

Article URL: https://agentshrine.com/ Comments URL: https://news.ycombinator.com/item?id=50084455 Points: 5 # Comments: 3

Article URL: https://veecle.ai/chiplab Comments URL: https://news.ycombinator.com/item?id=50084365 Points: 5 # Comments: 2

Article URL: https://github.com/mceleri/attenuated-agent-budgets Comments URL: https://news.ycombinator.com/item?id=50084291 Points: 1 # Comments: 0

Graduates are increasingly using AI to misrepresent themselves in job applications, research suggests. But some say their peer group has no choice.

Whitehall's digital staffing falls short of its own target as ministers leave the skills gap unresolved

A flaw in Linux's vhost subsystem lets a local user read and write kernel memory at will and become root across nearly a decade of kernel versions. In one virtualization setup, it lets an untrusted virtual machine write to the host's memory and hijack the program that runs the virtual machine. The bug is tracked as CVE-2026-74580 and named Vghost. Tencent Zhuque Lab, which found the

New models arrive so fast, we already have more new tech than it's possible to understand in a career

With GPT-6 Astra and GPT-6.1 Sol, Codex, and Daybreak for cybersecurity, this AI lab builds agents that focus for days and improve with use.

Block is building AI-powered security with OpenAI. Its security team investigates threats faster and proposes patches in minutes.

Run several local Supabase projects on one machine, one per coding agent, with or without Docker. Faster starts, less memory, and branches ready in seconds.

<p> Cut AI agent costs and control runaway spending </p> <p> <a href="https://www.producthunt.com/products/navige?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/1279864?app_id=339">Link</a> </p>

Across industries, the U.K. is putting the full stack to work. The scale of deployment is growing fast, from enterprises transforming their businesses to startups solving some of the planet’s hardest problems. NVIDIA is putting that principle into practice, including through a five-year, $250 million compute commitment to strengthen the U.K.’s agentic safety and security […]

Keeping a city running means making decisions that affect residents every day — from when to repair a road to how to use energy more efficiently. Across the EMEA region, cities and local software, infrastructure and integration partners are using NVIDIA accelerated computing to build physical AI agents and digital twins that help teams make […]

Google has made Gemini 4 Argon generally available on the Gemini API, AI Studio and the Gemini app. The sparse MoE model writes up to 1M output tokens and leads the Vals Index at 68.90%. The post Google Releases Gemini 4 Argon API With 1M Token Output Limit appeared first on MarkTechPost .

These are the egg-producing follicles of an ovary. (Steve Gschmeissner/Science Photo Library RF/Getty Images) There's still so much to learn about ovaries. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

Learn how Google DeepMind and GovTech Singapore uses lightweight on-device Gemma models to intercept conversational scams in private chats with zero cloud data egress.

A Saudi national and employee of OpenAI has been arrested for allegedly planting a hidden recording device in an executive conference room at the company's San Francisco offices to covertly record sensitive conversations. Abdulrahman Alfozan, 35, has been charged with using or endeavoring to use an electronic, mechanical, or other device to intercept oral communications. He was arrested by

(Rocky89/iStock/Getty Images Plus) Incredible. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

<p> AI voice acting you can direct, not just generate </p> <p> <a href="https://www.producthunt.com/products/fish-speech?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/1279617?app_id=339">Link</a> </p>

A disembodied bee stinger pierces into a skin-like gel. (Ramirez-Esquivel et al, 2026., CC BY-NC-ND 4.0) Ouch. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

Nemotron 3.5 Lightning from NVIDIA is now available for free on AI Gateway as nvidia/nemotron-3.5-lightning-free , served by NVIDIA. Nemotron 3.5 Lightning is an open-weight reasoning and chat model for long-running agents, sub-agent work, chatbots, and RAG systems. The model has 30B parameters with 3B active per token, in a hybrid Mixture-of-Experts design that interleaves Mamba-2 and MoE layers with a few attention layers. It has a 1M token context window and supports tool calling and structur

New analysis shows how agentic AI adoption is growing across EU enterprises and small businesses—and where deeper use could unlock more value.

Code-switching (CS), the alternation between languages within an utterance, is common in multilingual speech but underrepresented in pretraining corpora. Increasing CS coverage requires finding relevant utterances in large speech collections so that they can be included in training data. One way to find such utterances is to transcribe the speech and detect language alternation in the text, but this depends on obtaining accurate multilingual transcriptions. We propose a lightweight method that d

Discrete diffusion models have emerged as strong alternatives to autoregressive language models, with recent work initializing and finetuning a base unimodal model for bi-modal generation. Diverging from previous approaches, we introduce the first tri-modal Masked Diffusion Models (MDM) pretrained from scratch on text, image-text, and audio-text data. We systematically analyze multimodal scaling laws, modality mixing ratios, noise schedules, batch-size effects and provide optimized inference sam

With the expansion, NYSOFA and Intuition Robotics established a new three-year, $2.1 million agreement to keep rolling out ElliQ. The post NYSOFA expands partnership with Intuition Robotics to bring ElliQ to more seniors appeared first on The Robot Report .

Chatbot prompts reveal the engineer’s alleged efforts to set up a covert listening device days before one was found in a meeting room used by high-level executives.

Max Hodak, the former president and co-founder of Neuralink, detailed onstage at TechCrunch Disrupt how his company's work with PRIMA is part of its path toward a novel brain-computer interface (BCI).

Cerebras CEO Andrew Feldman predicts a future where personal AI assistants become as commonplace as household appliances, running partly on local devices and partly in the cloud.

AI dominates the translation business, but for high-stakes work, humans are still needed.

<p>Body representing some of Britain’s biggest graduate employers reveals misconduct is at a record high</p><p>It is obvious when someone is using AI to drum up answers in a job interview, according to Chris Morrow, who runs a recruitment agency in Manchester.</p><p>“It’s like they are reading off an Autocue,” he said.</p> <a href="https://www.theguardian.com/technology/2026/oct/14/use-of-ai-job-interviews-on-rise-uk-recruiters-cheats">Continue reading...</a>