Sun.Mar 30, 2025

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First therapy chatbot trial shows AI can provide 'gold-standard' care

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Dartmouth researchers conducted the first clinical trial of an AI-powered therapy chatbot and found that, on average, people with diagnosed mental disorders experienced clinically significant improvements in their symptoms over eight weeks, according to results published in& NEJM AI, a journal from the publishers of the New England Journal of Medicine.

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VibE: A Visual Analytics Workflow for Semantic Error Analysis of CVML Models at Subgroup Level

Machine Learning Research at Apple

Effective error analysis is critical for the successful development and deployment of CVML models. One approach to understanding model errors is to summarize the common characteristics of error samples. This can be particularly challenging in tasks that utilize unstructured, complex data such as images, where patterns are not always obvious. Another method is to analyze error distributions across pre-defined categories, which requires analysts to hypothesize about potential error causes in advan

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Cloudflare Using Devilish Trick to Trap AI Scrapers in Infinite Maze of AI-Generated Content

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The internet: a once wacky world of strange forums and obscure memes, a tool to harness the sum total of human knowledge at a moment's notice. At least, that was before AI slop ruined everything. To feed data-hungry AI models, companies and individuals are deploying a growing army of AI "web crawlers," bots tasked with sifting the internet for text, pictures, and other data.

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Building a Multi-Agent System for Automatic Code Error Detection from Screenshots

Analytics Vidhya

Can AI detect and fix coding errors just by analyzing a screenshot? With a Multi-Agent System for Automatic Code Error Detection, the answer is yes. This innovative approach uses artificial intelligence and reasoning to identify coding mistakes from images, propose accurate solutions, and explain the logic behind them. At the core is a decentralized Multi-Agent […] The post Building a Multi-Agent System for Automatic Code Error Detection from Screenshots appeared first on Analytics Vidhya.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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The Secret History of the War in Ukraine

Hacker News

This is the untold story of Americas hidden role in Ukrainian military operations against Russias invading armies.

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For this computer scientist, MIT Open Learning was the start of a life-changing journey

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MIT Research Scientist Ana Triovi went from a student downloading MIT Open Learning resources in Serbia to becoming a computer scientist at CERN, Harvard, and MIT.

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The Five Things You Shouldn’t Tell ChatGPT

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Dont let your mystery rash become AI training fodderor turn up in a data breach Ive learned a lot from OpenAIs ChatGPT over the past few years. And the bot has learned a lot about The AI picked up factoids from our many conversations and banked them in its memory.

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One island, two worlds (Haiti vs. Dominican Republic)

Hacker News

The vast difference between Haiti and the Dominican Republic

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AI Experts Say We’re on the Wrong Path to Achieving Human-Like AI

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An extensive report on the future of AI research indicated that there's skepticism about current approaches to AGI.

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Met Police smash down door of Quaker meeting house to arrest activists

Hacker News

Comments

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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What Is Vibe Coding? And Why Should You Care?

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AI is fundamentally changing how software is built. Gone are the days of facing an empty editor, writing each line of code individually.

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Installing air filters in classrooms has surprisingly large educational benefits

Hacker News

$1,000 can raise a classs test scores by as much as cutting class size by a third.

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Why Adding a Full Hard Drive Can Make a Computer More Powerful

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Ten years ago, researchers proved that adding full memory can theoretically aid computation. Theyre just now beginning to understand the implications.

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The average college student today

Hacker News

How things have changed

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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The hottest AI models, what they do, and how to use them

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AI models are being cranked out at a dizzying pace, by everyone from Big Tech companies like Google to startups like OpenAI and Anthropic. Keeping track of the latest ones can be overwhelming. Adding to the confusion is that AI models are often promoted based on industry benchmarks.

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A decision to eject from a failing F-35B fighter and the betrayal in its wake

Hacker News

Exclusive: A decorated Marine colonel who ejected out of a failing F-35B stealth fighter over North Charleston in 2023 tells the story about what happened and how it affected his military career.

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$40B into the furnace: As OpenAI adds a million users an hour, the race for enterprise AI dominance hits a new gear

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In a move that surprised the tech industry Monday, OpenAI said it has secured a monumental $40 billion funding round led by SoftBank, catapulting its valuation to an unprecedented $300 billion making it the largest private equity investment on record.

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Isar Aerospace launches Spectrum, fails early in first stage flight

Hacker News

Isar Aerospace, based near Munich, Germany, made the first-ever launch attempt of its Spectrum two-stage…

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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AI Agents Are Coming For Your Job Tasks—Here's How To Stay Ahead

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ChatGPT and other large-language chatbots are great and have revolutionized many aspects of work. However, they have one big drawback: they talk the talk but can't walk the walk. The next wave of AI disruption will be different.

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It's the hottest car company. You can't buy one in America

Hacker News

In the world of electric vehicles (EV), a Chinese car maker has gotten the upper hand over Tesla in just a few years. And it seems to be just getting started.

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Watch eerie video of humanoid robot 'army' marching naturally, thanks to a major AI upgrade

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Figure 02's human-like gait is the product of the company's simulated reinforcement learning system, and is just the beginning of its plans to make its robots perform physical tasks more naturally.

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Rust Any part 3: we have upcasts

Hacker News

Some good news is coming in Rust 1.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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I Saw the AI Future of Video Games: It Starts With a Character Hopping Over a Box

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At the 2025 Game Developers Conference, graphics-chip maker Nvidia showed off its latest tools that use generative AI to augment future games.

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Public secrets exposure leads to supply chain attack on GitHub CodeQL

Hacker News

An exposed GitHub token could have been used to launch a supply chain attack on GitHub CodeQL, resulting in source code exposure and repository tampering of CodeQL users.

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Study Finds AI Chatbot Can Improve Mental Health

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AI chatbot therapy helps those with anxiety, depression, and eating disorders.

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Crate-training Tiamat, un-calling Cthulhu:Taming the UB monsters in C++

Hacker News

For more background on safety and security issues related to C++, including definitions of language safety and software security and similar terms, see my March 2024 essay C++ safety, in context. This essay picks up our story where that one left off to bring us up to date with a specific focus on undefined behavior (aka UB). This is a status update on improvements currently in progress for hardening and securing our C++ software.

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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Are We At Peak AI Bubble And The Cusp Of ‘AI Moment’?

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The AI bubble may burst soon, followed by a period of reckoning, and then the emergence of productive AI-based business practices.

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Can Earth's rotation generate power? Physicists divided over controversial claim

Hacker News

Experiments suggest that an unusual magnetic material can help harness energy from the planet’s rotation. But not everyone is convinced. Experiments suggest that an unusual magnetic material can help harness energy from the planet’s rotation. But not everyone is convinced.

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Forget ChatGPT— this site offers mind-blowing AI image generation for free

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After initially rolling out ChatGPT's image generation feature for free, OpenAI has recently implemented temporary rate limits due to overwhelming

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TV Garden

Hacker News

Watch Free Live TV from Around the World on tv.garden! Stream live news, sports, and entertainmentno subscription needed. Start watching now!

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?