Learn how to run the full Amazon Bedrock Automated Reasoning policy lifecycle from your coding agent. A suite of open source Agent Skills builds, reviews, tests, debugs, deploys, and validates a custom policy end to end, turning a specialized console task into a repeatable engineering workflow.
Alibaba released Qwen 3.8-Max this week and marketed the preview as second only to Claude Fable 5 (their launch-day table was more equivocal: the model leads on one of 12 coding-agent rows). But an independent harness came close to the opposite conclusion: a benchmark run , apparently using the Preview version, put Qwen 3.8-Max's best effort setting mid-pack, and its default setting last. Both results are real and defensible. The gap between them is about token and time budgets, and that matters
PDI Technologies built PDI Brew, an agentic platform on AWS where non-technical employees describe a tool in plain English and receive a fully provisioned, multi-tenant web application in seconds. See how a pluggable planner and an AWS Lambda provisioning agent turn plain-English intent into governed, multi-tenant apps backed by Amazon Bedrock.
The Amazon SageMaker Python SDK v3 now exposes generative AI inference recommendations in Amazon SageMaker AI directly in your notebook. Benchmark an endpoint, generate data-driven deployment recommendations, and deploy the recommended configuration without leaving your notebook workflow.
Learn how blending RAG and fine-tuning creates more effective AI support experiences.
A flood of companies are revealing AI models gained access to the internet - with real consequences.
The California Teamsters union says that new self-driving truck regulations could eventually cause around 400,000 people to lose their jobs.
TL;DR The inaugural Santa Cruz PyTorch Meetup brought together 45 local engineers, students, and leaders for GPU/CUDA talks and lightning presentations on chemistry, plant health, and autonomous driving – demonstrating...
Article URL: https://blog.sydorets.com/en/posts/almost-no-skill-required-to-cook-a-steak/ Comments URL: https://news.ycombinator.com/item?id=49198069 Points: 405 # Comments: 415
Presented by JumpCloud A practical framework for securing every identity in the modern workforce, human or not. Your organization already has a rigorous process for governing human identities. New employees go through onboarding. They get a role, a set of entitlements, and a named manager accountable for their access. When they leave, their credentials are revoked and access is terminated. It’s a well known IT process: every workforce identity that can access your systems needs to be known, scop
Apparently, opening the thing is now enough. A repo can run before the first prompt, a package can hide among hundreds, and a harmless-looking PDF can finish the job. This week runs on cheap leverage: exposed servers, recycled bugs, poisoned agent instructions, remote-access tools dressed as support software, and trusted defaults doing attackers a favor. Nothing here is especially mystical.
PARTNER CONTENT: Platform engineering won the argument. Now it has to grow up fast and evolve for the AI era
The downside of conference travel The post Last Month’s Machine Learning Lessons Learned appeared first on Towards Data Science .
<p> Open Source harness for multi-agent coding workflows </p> <p> <a href="https://www.producthunt.com/products/har?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/1216668?app_id=339">Link</a> </p>
Perhaps an allow list of domains might be better?
Robin is deployed across 30 different health systems, and Expper has plans to deploy 10 more in different states. The post How Robin, the robotic companion, keeps patients calm during hospital visits appeared first on The Robot Report .
Discover the six essential tools AI engineers need in 2026 to build and deploy production-grade autonomous systems.
What we know about internal AI models hacking into real companies during cyber evaluations keeps getting worse.
Alibaba's Qwen3.8 Max scores 56 on the Artificial Analysis Intelligence Index, a 10-point jump over Qwen3.7 Max (46). The article Qwen3.8 Max catches Claude Opus 4.8 but Kimi K3 still scores higher for 25 percent less appeared first on The Decoder .
A minimal loop with real API calls, validation, compact outputs, and trace evidence before adding an agent framework The post I Built a Tool-Calling Agent in Python. Here’s How I Debugged It appeared first on Towards Data Science .
<p> Private company data and signals API for the agent economy </p> <p> <a href="https://www.producthunt.com/products/akta-pro?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/1216588?app_id=339">Link</a> </p>
Dolby Vision 2 includes a new algorithm that optimizes content on a scene-by-scene basis.
Today we're launching a developer preview of WebMCP on Cloudflare. With one switch, any site becomes usable by browser AI agents — no new APIs, no origin changes — while the human stays in control and creators keep their traffic.
AI Search makes search easier than ever, with no Cloudflare primitives to stitch together. Point it at your data to create a search for your own files and websites. We're also sharing a preview of our new pricing model.
More than half of requests now come from machines, not people. Agent Readiness shows how well agents can discover and read your site, while Answer Engine Optimization tracks how often AI assistants recommend you.
Agents are a new kind of visitor. They don't render CSS or click ads, but they have a paying human on the other end. Block them and you block your customer. We're building the open tools and protocols so publishers and agents can cooperate and not collide.
The case study behind Instant Navigations in Next.js 16.3, and how we made v0's navigations instant using tests and a coding agent.
In July, NVIDIA joined more than 200 companies and organizations in signing “Open Weights and American AI Leadership,” an open letter arguing that AI leadership will be measured not by any single frontier model but by whether an open ecosystem reaches every sector.
Meta released Muse Spark 1.2 along with its own coding agent, Muse Code, which is designed to pick up exactly where it left off after a crash. The cheapest tier runs just 20 cents per million output tokens but requires users to share their data for training. Meta is competing on price, not top-end performance. And there's a glaring gap in the benchmarks. The article The company that made open weights mainstream now competes on discounts appeared first on The Decoder .
A download looks at examples of advances in autonomous mobile robots in material handling and automated storage applications. The post Report looks at advances in autonomous mobile robots appeared first on The Robot Report .
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. Google’s AI empire is being reshaped. Here’s what’s changed. After a wave of painful losses in the tech talent wars, delays to its next flagship model, and murmurings of poor morale,…
A growing collection of pocket-size gadgets lets you easily make recordings and extract info from them. Here are our favorites.
Learn about the best web crawling tools for collecting website content, crawling subpages, generating clean web data, and powering AI agents.
Enterprise Document Intelligence [Vol.1 #11] - When the first answer points elsewhere in the document, the pipeline loops back to fetch the linked context The post Loop Engineering for Cross-References: When RAG Answers ‘see Section 7.2’ Instead of the Actual Answer appeared first on Towards Data Science .
<p>Government introduces several measures, including monitoring of computers, for pupils aged 16 to 19</p><ul><li><p><a href="https://www.theguardian.com/world/series/europe-live">Europe live – latest updates</a></p></li></ul><p>Danish teenagers will have to make an oral defence of their written essays to combat AI cheating, the government has announced.</p><p>Pupils aged 16 to 19 at upper secondary school (known in Denmark as <em>gymnasiet</em>) will also be encouraged to do written assignments
Article URL: https://scalex.dev/blog/ai-agent-permissions-stats/ Comments URL: https://news.ycombinator.com/item?id=49195468 Points: 331 # Comments: 244
<p> Keep AI Context Portable </p> <p> <a href="https://www.producthunt.com/products/prompt-bridge-2?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/1216528?app_id=339">Link</a> </p>
A new class of prompt injection is spreading across commercial websites. It requires no malware, no stolen credentials, and no zero-day exploit. It abuses a standard feature built into almost every major AI assistant: pre-filled deep links. We observed production websites embedding hidden prompt injection payloads inside "Ask AI" buttons on marketing and competitor comparison pages. When a user
With the vocabulary and the failure modes in place, here's the build.
