Sun.Mar 09, 2025

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When Does a Predictor Know Its Own Loss?

Machine Learning Research at Apple

Given a predictor and a loss function, how well can we predict the loss that the predictor will incur on an input? This is the problem of loss prediction, a key computational task associated with uncertainty estimation for a predictor. In a classification setting, a predictor will typically predict a distribution over labels and hence have its own estimate of the loss that it will incur, given by the entropy of the predicted distribution.

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El Salvador's crypto experiment ends in failure

Hacker News

Its curtailment is the price of an IMF bail-out.

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Meet the 21-year-old helping coders use AI to cheat in Google and other tech job interviews

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After landing internship offers from Amazon, Meta and TikTok, computer science student Chungin "Roy" Lee has decided to move to San Francisco.

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Hatching a Conspiracy: A Big Investigation into Egg Prices

Hacker News

'More hens, less income!' So said the United Egg Producers' economist Donald Bell in 1994. The industry has gotten more consolidated ever since. And avian flu is just the latest excuse to hike prices.

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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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Manus probably isn’t China’s second ‘DeepSeek moment’

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Manus, an agentic AI platform that launched in preview last week, is generating more hype than a Taylor Swift concert. The head of product at Hugging Face called Manus the most impressive AI tool Ive ever tried.

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Scientists discover an RNA that repairs DNA damage

Hacker News

Our DNA is constantly under threat from cell division errors to external factors like sunlight and smoking. Fortunately, cells have intricate repair mechanisms to counteract this damage.

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Reasons veterans are especially hard-hit by federal cuts

Hacker News

Former service members already face stark challenges as they integrate back into civilian life. Cuts to veterans services will make that only worse.

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A breakthrough in computing: Cortical Labs' CL1 is the first living biocomputer and costs almost the same as 'Apple's best failure'

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Despite the unquestionably impressive advancements weve witnessed in recent years, AI is still lagging far behind human intelligence.

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Apple Introduced Its Most Controversial MacBook 10 Years Ago Today

Hacker News

Apple announced the infamous 12-inch Retina MacBook a decade ago today, an experimental new Mac that was as controversial as it was revolutionary.

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ServiceNow Nears Deal to Buy AI Assistant Maker Moveworks

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ServiceNow Inc. is nearing a deal to buy artificial intelligence firm Moveworks, people familiar with the matter said, in what would be its largest acquisition to date.

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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?

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Vilhelm Hammershøi: the eminence in greys

Hacker News

Thirty years ago, it wasnt easy tracking down Vilhelm Hammershi. Many of his paintings remained in private hands and unless you went to Copenhagen, you were unlikely to come across more than a couple hanging together.

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Can Artificial Intelligence Stir-Fry?

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Ed Zitron, an A.I. skeptic worried about rot-com in the tech industry, gives robot-fried chicken a try. In January, 2000, early internet startups (Pets.com, Epidemic.com) made up about twenty per cent of Super Bowl ads. That years game was known as the Dot-Com Bowl.

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Apple rearranged its XNU kernel with exclaves

Hacker News

iPhone giant compartmentalizes OS for the sake of security

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15 Mind-Blowing AI Statistics Everyone Must Know About Now

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AI is still the hottest tech story of the decade, but how big is it exactly, and where is it headed?

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Why Layoffs Don't Work

Hacker News

Yet companies keep using them over and over.

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Inside The Artificial Intelligence That Can Clone Your Mind

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While technology has helped humans be more productive and automation has replaced a lot of manual work, it hasnt yet solved the problem of overcoming finite time. Specifically, we each have 24 hours a day and we can only be physically in one place at a time.

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Europe bets once again on RISC-V for supercomputing

Hacker News

240M found for three-year sprint to develop three chiplets for HPC, AI

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‘Vague, confusing, and did nothing to improve my work’: how AI can undermine peer review

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Earlier this year I received comments on an academic manuscript of mine as part of the usual peer review process, and noticed something strange.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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It is as if you were on your phone

Hacker News

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Apple could easily improve the quality of its notification summaries, here’s how

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Among all of the Apple Intelligence features announced at WWDC24 last summer, notification summaries are likely one of the more controversial ones.

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Gleam v1.9.0 Released

Hacker News

The Gleam programming language

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5 free online courses to get you on track to become an AI expert

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Multiple online courses teach different aspects linked to artificial intelligence for free. Read on to read about them.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Ecosia is teaming up with Qwant to build a European search index

Hacker News

We are proud to share the next step in our journey towards tech independence: building our very own search index!

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How Freepik Transformed From a Stock Image Platform Into a Generative AI Powerhouse

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Joaqun Cuenca Abela reveals how Freepik embraced AI and became a creative hub with tools for video, audio, image generation, editing, and more.

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The Ancient Horsemen Who Created the Modern World

Hacker News

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AI-powered wildfire detection could revolutionise response

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A new artificial intelligence system could help detect wildfires more effectively, offering a powerful tool for early warning and environmental

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Stanford researchers develop dual-antibody treatment for ALL SARS-CoV-2 variants

Hacker News

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'Not just an LLM': Strava leaders describe their Athlete Intelligence vision

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I toured Strava's new office / nerd cave for runners, met the mayor, and asked Strava's execs how its new AI will evolve beyond basic LLMs.

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Global coffee trade grinding to a halt, hit hard by brutal price hikes

Hacker News

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Huh? The valuable role of interjections in human conversations

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Listen carefully to a spoken conversation and youll notice that the speakers use a lot of little quasi-words mm-hmm, um, huh?

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.