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In this post, we explore how Graph-based Retrieval Augmented Generation (GraphRAG) is transforming scientific research by combining graph databases with generative AI. With this approach, you can accelerate discovery processes without compromising scientific integrity.

In this post, we show how organizations in the public sector can automate their email management using a generative AI solution powered by Amazon Bedrock.

In this post, you build and connect that server end to end. You will implement MCP tools, set up two-layer JSON Web Token (JWT) authentication, deploy with AWS Cloud Development Kit (AWS CDK), and connect the result to Mistral AI’s Vibe. The post also covers prerequisites, solution architecture, best practices for MCP servers and Vibe connectors, and resource cleanup. The ecommerce server that you build supports product search, order placement, review submission, and returns processing using Ama

<p> One project space for humans and AI agents </p> <p> <a href="https://www.producthunt.com/products/flutterflow?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/1191307?app_id=339">Link</a> </p>

Android Bench is evolving, and developers can help guide that process.

In this AMA episode, Gergely Orosz answers listener questions on AI, engineering, hiring, and careers.

Article URL: https://github.com/johnhalloran321/mcp_safety_training Comments URL: https://news.ycombinator.com/item?id=48834106 Points: 1 # Comments: 0

Amazon is working on a project codenamed 'Moonraker' that would enable the AI assistant to handle multi-step tasks more effectively.

Hint: it is not GPU speed! The post The Real Challenge Limiting AI Models Today appeared first on Towards Data Science .

For Paradigm, the technical frontier will stretch beyond its cryptocurrency investment roots. This fund is expected to expand its investment focus to include robotics and AI.

The Segway Navimow i110N robot lawn mower is on sale ay Amazon for $789, down from the list price of $1,299. That's a 39% discount.

Anthropic recommends using the expensive Claude Fable 5 mainly as a planner for smaller models instead of running it on every task. Combined with Sonnet 5 in the "Advisor" pattern, this setup hits 92 percent of Fable 5's solo performance at 63 percent of the cost. The article Anthropic's fix for Fable 5's high cost is turning it into a manager that delegates to Sonnet 5 appeared first on The Decoder .

Founded in 2024, Prime Intellect’s goal is to give organizations capabilities to train their own agentic systems without relying on frontier AI labs.

Article URL: https://cognition.com/blog/swe-1-7 Comments URL: https://news.ycombinator.com/item?id=48833866 Points: 5 # Comments: 0

A new CU Boulder study examines how people interact with AI chatbots trained on the voices of deceased loved ones.

Article URL: https://github.com/team-telnyx/telnyx-code-examples/tree/main/ai-language-learning-phone-tutor-python Comments URL: https://news.ycombinator.com/item?id=48833834 Points: 1 # Comments: 0

<p> Prompt injection and token savings - #1 in benchmarks </p> <p> <a href="https://www.producthunt.com/products/gate-ai-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/1191282?app_id=339">Link</a> </p>

1. This technology compounds faster than any other luxury technology in history. Those that have access or can afford more of it gain an advantage that erodes any notion of fair competition. 2. This effect will create FOMO and we will end 2026 with very notable, real, layoffs attributed to AI. Fable is the first model where we face serious budget enablement for developers, the discussion isn't how do we afford $200/month subscriptions across the board, it's "how do we enable devs to spend $1,000

I have a quantum circuit compilation pipeline validated on real quantum hardware (IBM Heron r2). - No heuristics, no simulation, no free-parameters. - It passed the IBM's 892 abstract transpilation tests in 75 minutes (Qiskit took 17 hours 15 minutes), - It was clone 200+ times on GitHub in about 3 months, - It is hardware-agnostic, fully analytic, and scale linearly up to 1M+ qubits (that is one million and above), - All benchmarks are documented, public, and 2 papers where published. Anybody c

<!-- SC_OFF --><div class="md"><p>We submitted our first paper to ARR, intending to commit to IJCNLP-AACL. Area: Multilingualism and Cross-Lingual NLP</p> <p>Scores: (3,4) (2.5,3) (3,3) - average 2.83 for reviews, 3.33 for confidence</p> <p>3 for soundness on all, 4 for reproducibility, and 2,3,3 for excitement. </p> <p>The reviewer who gave us 2.5 has a very short review. They only list one weakness in two sentences and give the paper 2.5. They also give 1,2 for the datasets and software while

Presto is an open source, distributed SQL engine for running fast, interactive queries on very large datasets. On NVIDIA GPUs, Presto delivers peak performance...

Article URL: https://platformpilot.ai/blog/your-ai-memory-is-a-filing-cabinet Comments URL: https://news.ycombinator.com/item?id=48833690 Points: 2 # Comments: 0

Short chart specifications are easy to write, but often produce uninspiring results. Flint is an open-source visualization language that offers a middle path, letting AI agents create expressive charts from compact, human-editable specifications. The post Flint: A visualization language for the AI era appeared first on Microsoft Research .

Go from an empty repository to a live custom domain with HTTPS in about 14 minutes, without manually editing a single DNS record. The post How GitHub Copilot enables zero DNS configuration for GitHub Pages appeared first on The GitHub Blog .

Anthropic's Claude Fable 5 tops all six new industry-specific performance indices from Artificial Analysis, covering finance, law, and medicine. But that lead comes at a steep cost. In the Strategy & Ops Index, a single task runs $3.48 with Fable 5, more than a hundred times what DeepSeek V4 Pro charges at $0.03. The score difference is just 12 points. The article Anthropic's Claude Fable 5 dominates new industry benchmarks at a steep premium appeared first on The Decoder .

<pre style='white-space:pre-wrap;width:81ex'>fix: bind package-manager exec approvals to inner commands [AI] (#102035) * fix: bind package-manager exec approvals to inner commands * fix: fail closed package manager exec approval gaps * chore: refresh pr branch metadata * fix: cover npm exec alias approvals * fix: fail closed hidden package manager exec aliases * fix: unwrap chained package manager approvals * fix: cover yarn package manager approvals * fix: preserve yarn run approval compatibili

IDC warns smaller players may struggle as DRAM drought drags on

This post shows you two architecture patterns that address this problem. Both use an internet-facing ALB with AWS WAF and route traffic through a VPC Interface Endpoint to AgentCore Runtime. Pattern 1 places an AWS Lambda proxy between the ALB and the VPC Endpoint, giving you full control over request transformation. Pattern 2 targets the VPC Endpoint ENI IP addresses directly from the ALB, removing the Lambda hop entirely. You also learn how to close the direct-access backdoor with a resource p

Article URL: https://nicasa.w3cub.com Comments URL: https://news.ycombinator.com/item?id=48833580 Points: 1 # Comments: 0

Startup insists it's not trying to help anyone cheat the system - honest!

Article URL: https://singularityforge.space/2026/07/08/the-answer-may-not-be-false-just-not-yours/ Comments URL: https://news.ycombinator.com/item?id=48833571 Points: 2 # Comments: 0

Article URL: https://builderwrench.com/tools/ai-readiness-inspector Comments URL: https://news.ycombinator.com/item?id=48833561 Points: 1 # Comments: 0

In this post, we show how you can use Jamf’s AI Governance with Amazon Bedrock to configure, deploy, and validate managed settings for AI applications across a Mac fleet.

Article URL: https://twitter.com/anas_build_/status/2074882630902771733 Comments URL: https://news.ycombinator.com/item?id=48833509 Points: 1 # Comments: 0

Article URL: https://agentpitch.surge.sh/ Comments URL: https://news.ycombinator.com/item?id=48833447 Points: 1 # Comments: 0

Article URL: https://digital-foundry-eight.vercel.app/book/ Comments URL: https://news.ycombinator.com/item?id=48833442 Points: 1 # Comments: 0

There are a lot of fast-growing AI startups, but some are growing even faster, they say.

Article URL: https://thewalrus.ca/the-people-who-want-to-stop-ai-by-any-means-necessary/ Comments URL: https://news.ycombinator.com/item?id=48833420 Points: 1 # Comments: 0