Sat.Nov 25, 2023 - Fri.Dec 01, 2023

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The 6 next big things in AI and data for 2023

Flipboard

These innovations are putting AI to work right now, in areas ranging from customer service to video production to software engineering. One year ago, the appearance of OpenAI’s ChatGPT set off an AI arms race among Big Tech companies.

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Airbnb's Silent Killer

Hacker News

Family members and representatives of people who died said the company has not done enough and called for it to mandate that carbon monoxide detectors be installed in every rental.

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Millions of new materials discovered with deep learning

DeepMind

We share the discovery of 2.2 million new crystals – equivalent to nearly 800 years’ worth of knowledge. We introduce Graph Networks for Materials Exploration (GNoME), our new deep learning tool that dramatically increases the speed and efficiency of discovery by predicting the stability of new materials.

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Why Won’t OpenAI Say What the Q* Algorithm Is?

Flipboard

Supposed AI breakthroughs are frequently veiled in secrecy, hindering scientific consensus. Last week, it seemed that OpenAI—the secretive firm behind ChatGPT—had been broken open.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Files Suggest UN Climate Summit's Leader Is Using Event to Promote Fossil Fuels

Hacker News

A leaked document has talking points for the president of the United Nations climate conference, who is an oil executive in the United Arab Emirates, to advance oil and gas deals.

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The Inside Story of Microsoft’s Partnership with OpenAI

Flipboard

The companies had honed a protocol for releasing artificial intelligence ambitiously but safely. Then OpenAI’s board exploded all their carefully laid plans. At around 11:30 a.m.

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Who Is @BasedBeffJezos, The Leader Of The Tech Elite’s ‘E/Acc’ Movement?

Hacker News

A former Google engineer and the founder of stealth AI startup Extropic, is behind the Twitter account leading the “effective accelerationism” movement sweeping Silicon Valley.

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Scalable Extraction of Training Data from (Production) Language Models

Hacker News

This paper studies extractable memorization: training data that an adversary can efficiently extract by querying a machine learning model without prior knowledge of the training dataset. We show an adversary can extract gigabytes of training data from open-source language models like Pythia or GPT-Neo, semi-open models like LLaMA or Falcon, and closed models like ChatGPT.

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Tinnitus Linked to Undetected Auditory Nerve Damage – A Step Towards a Cure

Hacker News

A groundbreaking study by Mass Eye and Ear associates tinnitus with undetected auditory nerve damage, challenging previous beliefs and opening new paths for treatment through auditory nerve regeneration.

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Large Language Model Course

Hacker News

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. - GitHub - mlabonne/llm-course: Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

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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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The World Depends on Old Code No One Knows Anymore, and We Need AI To Fix It

Flipboard

An alarmingly large portion of the world's business and finance systems run on COBOL, and only a small community of programmers know it. IBM thinks Watson can help, but it's not guaranteed.

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Penguin survives on 4-second microsleeps – times a day

Hacker News

The power naps of the chinstrap penguin are even briefer and more frequent when it is tending eggs. The power naps of the chinstrap penguin are even briefer and more frequent when it is tending eggs.

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ChatGPT's 1-Year Anniversary: Are Open-Source Large Language Models Catching Up?

Hacker News

Upon its release in late 2022, ChatGPT has brought a seismic shift in the entire landscape of AI, both in research and commerce. Through instruction-tuning a large language model (LLM) with supervised fine-tuning and reinforcement learning from human feedback, it showed that a model could answer human questions and follow instructions on a broad panel of tasks.

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Code is run more than read

Hacker News

Code is read more than written, code is run more than read. I think this line of thought can be extended beyond code-writing, and used as a rule of thumb to identify problems and make decisions.

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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.

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A reality bending mistake in Apple's computational photography

Hacker News

A U.K. woman was photographed standing in a mirror where her reflections didn't match, but not because of a glitch in the Matrix. Instead, it's a simple iPhone computational photography mistake.

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Ten Women AI Leaders That OpenAI Should Consider For Their Board

Flipboard

Leading artificial intelligence company, OpenAI, has experienced a whirlwind of changes over the past week. Amidst the upheaval, an all-white, male board of directors has emerged.

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Not Everything Is Google's Fault (Just Many Things)

Hacker News

Over the last 18 months, we’ve had more than a handful of issues with Google. I was waiting to write about them until AFTER we got off Google, but, now seems like a good time as any.

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What Drives This Madness On Small Modular Nuclear Reactors?

Hacker News

A few months ago, a STEM and economics literate global decarbonization executive for a $4 billion annual revenue logistics business. [continued] The post What Drives This Madness On Small Modular Nuclear Reactors? appeared first on CleanTechnica.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Accelerating Generative AI with PyTorch II: GPT, Fast

Hacker News

This post is the second part of a multi-series blog focused on how to accelerate generative AI models with pure, native PyTorch. We are excited to share a breadth of newly released PyTorch performance features alongside practical examples to see how far we can push PyTorch native performance. In part one, we showed how to accelerate Segment Anything over 8x using only pure, native PyTorch.

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Henry Kissinger Has Died

Hacker News

The most powerful secretary of state of the postwar era, he was both celebrated and reviled. His complicated legacy still resonates in relations with China, Russia and the Middle East.

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Can Generalist Foundation Models Beat Special-Purpose Tuning?Medicine Case Study

Hacker News

Generalist foundation models such as GPT-4 have displayed surprising capabilities in a wide variety of domains and tasks. Yet, there is a prevalent assumption that they cannot match specialist capabilities of fine-tuned models. For example, most explorations to date on medical competency benchmarks have leveraged domain-specific training, as exemplified by efforts on BioGPT and Med-PaLM.

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Generative AI: 20 Ways It Can Boost A Company’s Bottom Line

Flipboard

Generative artificial intelligence’s ability to create content, art and even code has opened up a world of opportunities for businesses seeking to leverage the technology’s potential.

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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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Good old-fashioned AI remains viable in spite of the rise of LLMs

Hacker News

Remember a year ago, all the way back to last November before we knew about ChatGPT, when machine learning was all about building models to solve for a single task like loan approvals or fraud protection? That approach seemed to go out the window with the rise of generalized LLMs, but the fact is generalized […] © 2023 TechCrunch. All rights reserved.

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How Chapters Shaped the History of Reading

Hacker News

How books got organized. By Catherine Gallagher Illustration by The Chronicle; iStock images Nicholas Dames's new book considers a literary feature that scholars usually neglect.

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Dobb·E: An open-source framework for learning household robotic manipulation

Hacker News

Dobb·E is an open-source framework for teaching robots household tasks via imitation learning in 20 minutes. The framework uses a simple tool called the Stick, collects a dataset called Homes of New York (HoNY) with it, and then trains a representation learning model, Home Pretrained Representations (HPR) with it. Then, Dobb·E uses five minutes of collected data in a new home for a novel task and within fifteen minutes, gives a policy that can solve the task with 81% average success rate.

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Undercover in Saudi Arabia's secretive program to keep the world burning oil

Hacker News

Speaking to undercover reporters, Saudi energy officials disclosed ambitious plans to undo progress on phasing out oil by financing high carbon infrastructure across Africa and Asia.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Google’s new geothermal energy project is up and running

Hacker News

Google partnered with clean energy startup Fervo on a new geothermal project in Nevada that will send electricity to the grid that serves two of Google’s data centers. | Image: Google A first-of-its-kind geothermal project is now up and running in Nevada, where it will help power Google’s data centers with clean energy. Google is partnering with startup Fervo, which has developed new technology for harnessing geothermal power.

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General Availability of the AWS SDK for Rust

Hacker News

We’re excited to announce that the AWS SDK for Rust is now generally available and supported for production use. The AWS SDK for Rust provides an idiomatic, type-safe API, along with the benefits of the Rust language such as performance, reliability, and productivity.

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SDXL Turbo: A Real-Time Text-to-Image Generation Model

Hacker News

SDXL Turbo is a new text-to-image mode based on a novel distillation technique called Adversarial Diffusion Distillation (ADD), enabling the model to create image outputs in a single step and generate real-time text-to-image outputs while maintaining high sampling fidelity.

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Amazon Aurora Limitless Database

Hacker News

Today, we are announcing the preview of Amazon Aurora Limitless Database, a new capability supporting automated horizontal scaling to process millions of write transactions per second and manage petabytes of data in a single Aurora database.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.