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Hacker News Ask

Are we in the era of AI slop landing pages?

Sorry for making it sound like a rant, but is anyone else actually tired of seeing the same AI slop landing pages? Those same card layouts and color shcemes? And those fake metrics, "Trusted by 10,000+ professionals", no bro my SimilarWeb extension shows 0 traffic on your site for the past 3 months.. I mean yeah I get it that you need to ship fast but maybe like delay your launch for 12-24 hrs and make at least a half decent and appealing landing page. These landing pages remind me of that scene

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AWS Machine Learning Blog

Evaluating AI Agents: A production blueprint with Strands and AgentCore

Together, Motorway and AWS built an end-to-end evaluation pipeline that reduced incorrect results from 1 in 8 queries to 1 in 50 and cut issue detection time from few hours to few minutes. The pipeline combines the Strands Agents SDK with Amazon Bedrock AgentCore, a fully managed service for deploying and operating AI agents at scale. In this post, you will learn how to build this pipeline for your own agents.

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The Verge

OpenAI is making big claims as it rolls out ChatGPT Health to everyone

OpenAI is rolling out ChatGPT Health to everyone in the US on Thursday, allowing more people to connect their medical records and health-tracking information to the chatbot. During a briefing, Ashley Alexander, OpenAI's vice president of health product, says the company's models "are now capable of reasoning at levels that are better than clinician level." […]

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OpenAI is making big claims as it rolls out ChatGPT Health to everyone
The Guardian AIBusiness

‘Customers prefer AI chatbots,’ says British Gas owner as 1,300 call centre jobs axed

<p>CEO Chris O’Shea defends Centrica’s plans as it reports rise in retail profits following focus on bigger margins</p><p>The owner of British Gas has claimed that most households would rather speak with an AI chatbot than deal with the company’s staff as it prepares to cut 1,300 jobs from its call centres.</p><p>Centrica, the supplier’s FTSE 100 owner, plans to cut 800 jobs as the company carries out a “targeted deployment of AI tools”, on top of the 500 cuts it confirmed last month.</p> <a hre

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‘Customers prefer AI chatbots,’ says British Gas owner as 1,300 call centre jobs axed
AWS Machine Learning Blog

Building trade assistant: How Jefferies optimized front office trading operations with AI

In this post, we explore how Jefferies overcame these challenges with a solution built on Strands Agents, an agent harness SDK for building AI agents that can reason, plan, and act by orchestrating calls to foundation models (FMs) and external tools. The solution uses large language models (LLMs), Amazon Bedrock, and Amazon Bedrock Knowledge Bases. It also uses Model Context Protocol (MCP), an open standard that helps AI agents securely connect to diverse data sources and tools through a unified

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AWS Machine Learning Blog

Detecting silent agent failures with Amazon Bedrock AgentCore optimization

Amazon Bedrock AgentCore optimization surfaces silent behavioral failures in production AI agents: the ones that pass every health check but still deliver wrong outcomes. Learn how insights discovers, explains, and ranks failure patterns across sessions so you can fix the highest-impact issues first.

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Machine Learning

Prompt Injection in NeurIPS 2026? [D]

<!-- SC_OFF --><div class="md"><p>The reviews were just released, and I downloaded my paper from OpenReview to identify areas that needed improvement. However, GPT warned me that the PDF contained a prompt injection.</p> <p>I never inserted such a prompt. After comparing my original submission with the version downloaded from OpenReview, it appears that the injection may have been added by NeurIPS.</p> <p>I would like to know whether anyone else has encountered the same issue. Also, check your r

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AWS Machine Learning Blog

Agentic retrieval for Amazon Bedrock Managed Knowledge Base

This post focuses on why classic retrieval falls short on multi-part questions, how the AgenticRetrieveStream API works (including request construction and trace parsing), and when to choose it over the standard Retrieve API.

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TechCrunch

Tesla’s robotaxis are moving in reverse

The number of paid robotaxi miles traveled fell 36% in the second quarter, despite expanding to new cities, according to Tesla's own figures.

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The Robot ReportRobotics

Ropedia raises $22M to scale data collection for training robots

Ropdeia's HOMIE is a head-mounted device, equipped with a 360º camera view, that captures first-person data for training robots. The post Ropedia raises $22M to scale data collection for training robots appeared first on The Robot Report .

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Ropedia raises $22M to scale data collection for training robots
VentureBeat

An AI now judges every move Rubrik's agents make, its AI chief said at VB Transform 2026 — but no one's measured if the judge is right

At a CISO roundtable organized by Anthropic's chief information security officer, Dev Rishi asked a simple question: Did everyone in the room have their AI governance and security policies written down? Every hand went up — about 14 people, by his count. His follow-up, about how anyone actually enforces those policies in practice, got a different response. "And everybody chuckled," Rishi, the GM of AI at Rubrik , recalled at VB Transform 2026 fireside chat in Menlo Park. "It was like the dirty s

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An AI now judges every move Rubrik's agents make, its AI chief said at VB Transform 2026 — but no one's measured if the judge is right
The Hacker NewsSecurity

ThreatsDay: Android Spyware, PLC Attacks, AI Image Prompt Injection + 12 More Stories

Most of this week's trouble came dressed as something useful. A package stole data. A fake extension opened remote access. A safety app became spyware. An image gave hidden orders to an AI agent. Other threats hid in open systems, weak code, and normal network traffic. The threats change every week. Subscribe, and we’ll alert you when each new ThreatsDay Bulletin is out. The danger was

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ThreatsDay: Android Spyware, PLC Attacks, AI Image Prompt Injection + 12 More Stories
Hacker News LLMLLMs

Show HN: WatchMachineGo – A visualizer to show hardware performing LLM inference

I love learning new concepts by playing around with them (think explorable explanations ( https://en.wikipedia.org/wiki/Explorable_explanation ), and I got more and more interested in running local LLMs on my own hardware. Since we live in the age of "speak, and your side project will be done" (joking, but LLMs are really helpfull for me when it comes to frontend stuff and for brainstorming in general!), I built the tool I needed myself :) WatchMachineGo is basically a visual simulator that simu

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Towards Data Science - Medium

Most RAG Hallucinations Are Extraction Errors: Seven Patterns for a Typed Generation Contract

Enterprise Document Intelligence [Vol.1 #8ter] - Naming the RAG error correctly matters: model reads the context, so a wrong answer is an extraction error, not a hallucination. Seven typed-contract patterns keep the generation brick honest, with a decomposition rule for small models The post Most RAG Hallucinations Are Extraction Errors: Seven Patterns for a Typed Generation Contract appeared first on Towards Data Science .

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Hacker News LLMLLMs

Show HN: Avoiding the Memory Wall by computing LLM inference directly inside RAM

The excitement surrounding PrismML’s 1-bit/ternary Bonsai models has the industry closely watching how smartphone giants, particularly Apple, will implement LLMs on edge devices. Moving AI on-device is a brilliant and necessary strategy. It ensures absolute user privacy in alignment with EU regulations, fundamentally shifts the economics away from costly cloud inference, and paves the way for a significant hardware upgrade supercycle as users seek true AI-capable silicon. To create a smart on-de

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Quanta Magazine

A Master of the Traveling Salesperson Problem Finds His Own Path

Shayan Oveis Gharan has won the Abacus Medal for using tools from across mathematics to boost the power of algorithms. The post A Master of the Traveling Salesperson Problem Finds His Own Path first appeared on Quanta Magazine

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A Master of the Traveling Salesperson Problem Finds His Own Path
The Verge

Lawmakers prepare bill requiring AI ‘kill switch’

Lawmakers are preparing to introduce an "AI Kill Switch Act" that would require AI companies to shut down or throttle their systems on orders from the Department of Homeland Security, according to a report from Politico. Reps. Ted Lieu (D-CA) and Nathaniel Moran (R-TX) are expected to introduce the legislation on Thursday. The news of […]

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Lawmakers prepare bill requiring AI ‘kill switch’
The Verge

Apple’s OpenAI lawsuit is about who gets to define the post-smartphone era

Today on Decoder, I’m talking with Hayden Field, The Verge’s senior AI reporter, about the major trade secrets lawsuit between Apple and OpenAI and what this tells us about OpenAI’s future. By now I’m sure most Decoder listeners are familiar with Apple’s allegations in this case. The company says a number of ex-Apple employees at […]

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Apple’s OpenAI lawsuit is about who gets to define the post-smartphone era