Sat.Nov 18, 2023 - Fri.Nov 24, 2023

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Creating a bespoke LLM for AI-generated documentation

databricks

We recently announced our AI-generated documentation feature, which uses large language models (LLMs) to automatically generate documentation for tables and columns in Unity.

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Fidelity National Financial data breach: All details

Dataconomy

Fidelity National Financial data breach emerged as a headline on Tuesday when the Fortune 500 giant, specializing in title insurance and settlement services for the real estate sector, disclosed its encounter with a significant cybersecurity challenge. In a swift move to address this breach, the company not only initiated a comprehensive investigation but also engaged leading cybersecurity experts.

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Breaking report: 505 of 700 employees at OpenAI, including co-founder Ilya Sutskever, tell the remaining board to resign

Flipboard

In a shocking twister to the saga unfolding at OpenAI, news broke Monday morning before 6am that 500 of 700 employees at OpenAI have asked the remaining board at OpenAI to resign.

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The hidden beauty of Berlin's indoor pools

Hacker News

The German capital is dotted with more than 60 public indoor swimming pools, and many of them are so stunning and tranquil they feel like you're swimming in an ornate library.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Jobs with Higher Income and Fewer Hours

FlowingData

About 15% of working Americans make at least $100,000 of income per year as of the 2021 American Community Survey. As you’d expect, many who fall in that 15% spent more years in school and spend more hours at work. But you can also earn a six-figure income without working all the time. What about those people? What do they do?

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Unboxing Weights, Biases, Loss: Hone in on Deep Learning

Towards AI

Last Updated on November 20, 2023 by Editorial Team Author(s): Mainak Mitra Originally published on Towards AI. Photo by Pietro Jeng on Unsplash Deep learning is a type of machine learning that utilizes layered neural networks to help computers learn from large amounts of data in an automated way, much like humans do. At a high level, deep learning models contain interconnected groups of neurons that are loosely modeled after the human brain.

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PHP 8.3

Hacker News

PHP 8.3 is a major update of the PHP language. It contains many new features, such as explicit typing of class constants, deep-cloning of readonly properties and additions to the randomness functionality. As always it also includes performance improvements, bug fixes, and general cleanup.

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Can GenAI Do Strategy?

Flipboard

This article presents a classroom experiment that compared a strategy developed by a team of MBA students in the traditional way with one developed using a virtual AI assistant, which was an interactive tool that linked a tried-and-tested strategy toolkit as a plug-in to the generative AI underlying Chat GPT. The results of the two independent processes were largely similar, with the AI-assisted strategy being, if anything, more original.

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The Feds' Vehicle 'Kill Switch' Mandate Is a Gross Violation of Privacy

Hacker News

Over the last century, the Land of the Free has slowly transformed into a land governed by endless laws, largely by cracking down on vices instead of actual crimes, creating a society that would render us all criminals if our behavior were constantly observed. Meanwhile, the state has steadily expanded its use of mass surveillance, largely under the pretext of fighting “terror.

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Elon Musk Trolls His Way Into the OpenAI Drama

Flipboard

Elon Musk cofounded OpenAI but left after his own failed coup. Now he has shared an unsigned letter containing unverified accusations against the recently fired CEO, Sam Altman.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Elon Musk Trolls His Way Into the OpenAI Drama

Flipboard

Elon Musk cofounded OpenAI but left after his own failed coup. Now he has shared an unsigned letter containing unverified accusations against the recently fired CEO, Sam Altman.

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Eleven strategies for making reproducible research the norm

Hacker News

Researchers and administrators can integrate reproducible research and open science practices into daily practice at their research institutions by adapting research assessment criteria and program requirements, offering training, and building communities.

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'Sunspot archipelago' 15 times wider than Earth could soon bombard us

Hacker News

A massive sunspot region made up of at least six different sunspot groups has emerged on the sun's nearside. The "archipelago" of dark patches is spitting out solar storms at an alarming rate and Earth will soon be in the firing line.

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Texas officials warn of rolling blackouts to ease strain on power grid

Hacker News

The Electric Reliability Council of Texas warned it may use rolling blackouts to ease the strain on the state's power grid this winter as in February 2021 when over 200 people perished in the cold snap.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Sam Altman’s Second Coming Sparks New Fears of the AI Apocalypse

Flipboard

Five days of chaos at OpenAI revealed weaknesses in the company’s self-governance. That worries people who believe AI poses an existential risk and proponents of AI regulation.

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This Louisiana Town Runs Largely on Traffic Fines. The Mayor Is Your Judge.

Hacker News

Fenton, population 226, brings in over $1 million per year through its mayor’s court, an unusual justice system in which the mayor can serve as judge even though he’s responsible for town finances.

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An Interactive Guide to CSS Grid

Hacker News

CSS Grid is an incredibly powerful tool for building layouts on the web, but like all powerful tools, there's a significant learning curve. In this tutorial, we'll build a mental model for how CSS Grid works and how we can use it effectively. I'll share the biggest ? lightbulb moments I've had in my own learning journey.

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Large amounts of carbon capture as a solution is an ‘illusion’ – IEA

Hacker News

The oil and gas industry is banking on carbon capture as its “fix” for climate change. The IEA’s new report dispels that idea and offers real solutions. more… The post Large amounts of carbon capture as a solution is an ‘illusion’ – IEA appeared first on Electrek.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Fast Llama 2 on CPUs with Sparse Fine-Tuning and DeepSparse

Hacker News

Key Takeaways We expanded our Sparse Fine-Tuning research results to include Llama 2. The results include 60% sparsity with INT8 quantization and no drop in accuracy. DeepSparse now supports accelerated inference of sparse-quantized Llama 2 models, with inference speeds 6-8x faster over the baseline at 60-80% sparsity.

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ChatGPT generates fake data set to support scientific hypothesis

Hacker News

Researchers say that the model behind the chatbot fabricated a convincing bogus database, but a forensic examination shows it doesn’t pass for authentic. Researchers say that the model behind the chatbot fabricated a convincing bogus database, but a forensic examination shows it doesn’t pass for authentic.

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Sam Altman's ouster was precipitated by letter to board about AI breakthrough

Hacker News

Ahead of OpenAI CEO Sam Altman’s four days in exile, several staff researchers sent the board of directors a letter warning of a powerful artificial intelligence discovery that they said could threaten humanity, two people familiar with the matter told Reuters.

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Breaking: Sam Altman to return as CEO of OpenAI

Flipboard

After an attempted coup by OpenAI’s board and several twists and turns, Altman is returning. Sam Altman will return as CEO of OpenAI, overcoming an attempted boardroom coup that sent the company into chaos over the past several days.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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FTC authorizes compulsory process for AI-related products and services

Hacker News

The Federal Trade Commission has approved an omnibus resolution authorizing the use of compulsory process in nonpublic investigations involving products and services that use or claim to be produce

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Sam Altman returns to OpenAI in a bizarre reversal of fortunes

Flipboard

New York CNN — Sam Altman has agreed to return to lead OpenAI, the company said in a Tuesday post on X, just days after his surprise ouster as chief executive sparked an employee revolt that threatened to undermine what has been the leading company in the fledgling artificial intelligence …

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Stable Video Diffusion

Hacker News

Stable Video Diffusion is a proud addition to our diverse range of open-source models. Spanning across modalities including image, language, audio, 3D, and code, our portfolio is a testament to Stability AI’s dedication to amplifying human intelligence.

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Giant batteries drain economics of gas power plants

Hacker News

Giant batteries that ensure stable power supply by offsetting intermittent renewable supplies are becoming cheap enough to make developers abandon scores of projects for gas-fired generation world-wide.

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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Before Altman’s Ouster, OpenAI’s Board Was Divided and Feuding

Flipboard

Sam Altman attacked a member over a research paper that discussed the company, while directors disagreed about who should fill board vacancies open for months. Before Sam Altman was ousted from OpenAI last week, he and the company’s board of directors had been bickering for more than a year.

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'Electrocaloric' heat pump could transform air conditioning

Hacker News

Heat pumps are ubiquitous in the form of air conditioners. Scientists just invented one that avoids harmful refrigerant gases. Heat pumps are ubiquitous in the form of air conditioners. Scientists just invented one that avoids harmful refrigerant gases.

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Video-LLaVA

Hacker News

Video-LLaVA: Learning United Visual Representation by Alignment Before Projection - GitHub - PKU-YuanGroup/Video-LLaVA: Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

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Orca 2: Teaching Small Language Models How to Reason

Hacker News

Orca 1 learns from rich signals, such as explanation traces, allowing it to outperform conventional instruction-tuned models on benchmarks like BigBench Hard and AGIEval. In Orca 2, we continue exploring how improved training signals can enhance smaller LMs' reasoning abilities. Research on training small LMs has often relied on imitation learning to replicate the output of more capable models.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.