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Palana (Part 1): Why Grab built a secure platform for autonomous AI Agents

<h2 id="abstract">Abstract</h2> <p>Artificial intelligence (AI) agents are moving from experiments into everyday engineering workflows. They can read code, call application programming interfaces (APIs), run tests, create merge requests, answer Slack messages, and keep long-running state. That makes them useful, but it also changes the risk model - especially as agents get more autonomous in their use of tools. An agent with network access, credentials, tools, and memory is no longer just a chat

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Artificial Intelligence News — Newsletter on Deep Learning & AI

AI Weekly Issue #505: 100 years from now : The Last War Between Countries

This is 100 Years From Now. Once a week we skip a century and try to picture what life actually looks like when the stuff we're building now has had time to settle in. This week: the war that won't have a country in it.

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Singularity Hub

How to Tame AI’s Voracious Appetite for Energy

Scientists are exploring new algorithms, hardware, and computing methods to lower AI’s power demands. Strategic siting of data centers and other steps to increase green energy use are also key. The post How to Tame AI’s Voracious Appetite for Energy appeared first on SingularityHub .

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How to Tame AI’s Voracious Appetite for Energy
AWS Machine Learning Blog

Monitor and debug generative AI inference with SageMaker detailed metrics and Insights dashboard on CloudWatch

Amazon SageMaker AI provides fully managed real-time inference hosting for machine learning models. You deploy a model to a SageMaker endpoint backed by one or more compute instances, and SageMaker handles provisioning and scaling. SageMaker supports multiple endpoint architectures. This post focuses on the two most relevant to generative AI workloads with detailed observability: Single-model endpoints (SME) and Inference component (IC) endpoints.

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Hacker News: Show HN

Show HN: MCP tools in one server – pay-as-you-go, no subscription

337+ MCP tools — weather, crypto, finance, web search, DNS, colors, AI chat, text analysis, calculators, and more. $5/500 calls, each call 1 credit. Comments URL: https://news.ycombinator.com/item?id=48593013 Points: 1 # Comments: 0

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Hacker News Ask

Ask HN: How much do you trust LLMs with your health questions?

As software engineers, we've definitely seen the best use case for LLMs so far. Coding agents have shown us what these models can do in an area we can actually verify. But lately I've found myself comparing my doctor's notes against LLM answers more and more. Curious how others are using LLMs, and relying on them, for non-engineering stuff. Comments URL: https://news.ycombinator.com/item?id=48593007 Points: 2 # Comments: 1

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VentureBeat

Anthropic's Claude Code Artifacts update brings live, shared dashboards and interactive workspaces to enterprises

Anthropic announced a potentially game-changing new feature for users of Claude Code on the Claude Team and Enterprise subscription plans: Artifacts . This update turns a Claude Code session's work into a live, interactive, and shareable, custom HTML webpage, allowing a Claude Code user to plug in live code, multiple data sources, and have it surface on an interactive URL that they can send to other teammates — be it a dashboard, an app design, or some other product meant for internal usage. The

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Anthropic's Claude Code Artifacts update brings live, shared dashboards and interactive workspaces to enterprises
Hacker News: Show HN

Show HN: Hermzner – Provisioning an Hardened Hermes Agent on Hetzner VPS

Hello, I've created this project to simplify the provisioning of Hermes on Hetzner VPS. The goal is adopting good security defaults to deploy Hermes Agent on Ubuntu 24 LTS + Tailscale. I've added also backups and the optional installation of Mnemosyne as light memory provider. I'm currently working on it, any feedback is appreciated Comments URL: https://news.ycombinator.com/item?id=48592879 Points: 1 # Comments: 0

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Hacker News: Show HN

Show HN: Crawlie – Free open-source SEO audit tool for humans and agents

With AI, it's faster than ever to ship a marketing site... but most of what gets generated is slop that was never built to be found. Plus the tools meant to catch that fall short: most SEO auditors cost money, don't play nicely with your agents, or tell you what's wrong without telling you how to actually rank for SEO and GEO (Generative Engine Optimization: being cited by AI search like ChatGPT, Perplexity, and Google AI Overviews). crawlie fixes that! It's 100% free, it's local-first, it's age

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Hacker News AILLMs

New benchmark evaluates AI for everyday patient care

Article URL: https://www.massgeneralbrigham.org/en/about/newsroom/press-releases/evaluating-ai-performance-for-everyday-patient-care Comments URL: https://news.ycombinator.com/item?id=48592716 Points: 1 # Comments: 0

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Hacker News Ask

Ask HN: How are you managing MCP servers across a team?

I'm the CTO of a small NGO (10 people, 3 devs). Each person has an account with one of the leading AI companies. I'm looking for an easy, reliable and cheap way to allow them to connect to external MCP servers without having the hassle of setting everything up. What I want is a simple MCP server that I can show them how to connect, which aggregates access to multiple MCP servers I configure (Slack, Google Drive, Asana, and others). Kind of an "MCP Gateway". I tried: * Pipedream.com: Great to agg

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Hacker News AILLMs

CEOs: How to Not Screw Up Your AI Memo

Article URL: https://www.callercallsback.com/p/ceos-heres-how-to-not-screw-up-your Comments URL: https://news.ycombinator.com/item?id=48592239 Points: 1 # Comments: 0

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Hacker News AILLMs

How will AI make moral decisions for you and me?

Article URL: https://knowablemagazine.org/content/article/technology/2026/what-shapes-ai-moral-decisions Comments URL: https://news.ycombinator.com/item?id=48592100 Points: 1 # Comments: 0

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Hacker News AILLMs

AI to Automate Brain Diagnoses

Article URL: https://radiologyai.com/ Comments URL: https://news.ycombinator.com/item?id=48592044 Points: 2 # Comments: 0

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r/MachineLearningResearch

Fearless Concurrency on the GPU: Safe GPU inference in Rust, competitive with vLLM/SGLang [R]

<!-- SC_OFF --><div class="md"><p>I maintain cuTile Rust and just posted the paper "Fearless Concurrency on the GPU." </p> <p>As more GPU code gets AI-generated, the bottleneck moves from writing it to trusting it. cuTile Rust lets you write or generate GPU kernels whose memory safety and data-race freedom are verified by the compiler, through Rust's ownership and borrow checking. You get those guarantees by construction. It's a tile-based programming model that lowers to CUDA Tile IR, carrying

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Hacker News: Show HN

Show HN: Veneerly – See your own face with veneers before you commit

I've had more than six consultations with top veneer dentists in NYC, Turkey, and Mexico. All six gave me a different recommendation. Not one of them offered to show me what I'd actually look like with veneers. So I tried ChatGPT, Gemini, and Grok. They all changed my face, and none of them let me compare options to figure out which smile I'd actually want. So I built it myself. Submit a photo and get back ten veneer options in under 60 seconds. Upload as many photos as you want and see how you'

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Hacker News LLMLLMs

Interviewing in the Post-LLM World

Article URL: https://gitnation.com/contents/interviewing-in-the-post-llm-world Comments URL: https://news.ycombinator.com/item?id=48591114 Points: 2 # Comments: 0

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MarkTechPostResearch

Perplexity Launches Brain, a Self-Improving Memory System That Builds a Context Graph of an Agent’s Work and Learns Overnight

Perplexity has launched Brain, a self-improving memory system for its Computer agent. Instead of remembering the user, Brain remembers the agent's work — what worked, what failed, and what corrections got made. It builds a traceable context graph, reviews it overnight, and reports early gains in correctness, recall, and cost. The post Perplexity Launches Brain, a Self-Improving Memory System That Builds a Context Graph of an Agent’s Work and Learns Overnight appeared first on MarkTechPost .

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Hacker News AILLMs

Co/Core: An AI Cooperative

Article URL: https://console.cocore.dev/ Comments URL: https://news.ycombinator.com/item?id=48590929 Points: 5 # Comments: 0

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Hacker News AILLMs

AI that represents you can't be neutral

Article URL: https://www.lesswrong.com/posts/MSRgFmTyRY2jQ52db/ai-that-represents-you-can-t-be-neutral Comments URL: https://news.ycombinator.com/item?id=48590854 Points: 2 # Comments: 0

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