Sun.Dec 03, 2023

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The Rise Of ‘Adaptive’ Applications

Adrian Bridgwater for Forbes

Applications are changing. So much so that we use the term ‘adaptive applications’ to define apps that are in some way more changeable and chameleonic in their nature.

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Generating Molecular Conformers with Manifold Diffusion Fields

Machine Learning Research at Apple

This paper was accepted at Generative AI and Biology workshop at NeurIPS 2023. In this paper we tackle the problem of generating a molecule conformation in 3D space given its 2D structure. We approach this problem through the lens of a diffusion model for functions in Riemannian Manifolds. Our approach is simple and scalable, and obtains results that are on par with state-of-the-art while making no assumptions about the explicit structure of molecules.

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A Decade of Have I Been Pwned

Hacker News

A decade ago to the day, I published a tweet launching what would surely become yet another pet project that scratched an itch, was kinda useful to a few people but other than that, would shortly fade away into the same obscurity as all the other ones I'd launched over the previous couple of decades: It's alive! "Have I been pwned?" by @troyhunt is now up and running.

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Key Congress staffers in AI debate are funded by tech giants like Google and Microsoft

Flipboard

Big tech companies are funneling money through a science nonprofit to help pay the salaries of AI staffers in Congress — and it’s just one example of the increasing influence outside-funded fellows are exerting on tech policy in Washington.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Spotify will reduce total headcount by 17% across the company

Hacker News

Earlier today, CEO Daniel Ek shared the following note about the company’s organizational changes with all Spotify employees. Team, Over the last two years, we’ve put significant emphasis on building Spotify into a truly great and sustainable business – one designed to achieve our goal of being the world’s leading audio company and one that.

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There’s a gap between AI talk and businesses actually using it

Flipboard

Major companies can’t stop talking about artificial intelligence tools, but few businesses report using them. America’s biggest companies can’t stop hyping artificial intelligence to investors, but new data shows few businesses are putting the technology to actual use.

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Fast Optimal Locally Private Mean Estimation via Random Projections

Machine Learning Research at Apple

We study the problem of locally private mean estimation of high-dimensional vectors in the Euclidean ball. Existing algorithms for this problem either incur sub-optimal error or have high communication and/or run-time complexity. We propose a new algorithmic framework, ProjUnit, for private mean estimation that yields algorithms that are computationally efficient, have low communication complexity, and incur optimal error up to a 1+o(1)-factor.

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Bitcoin breaks $40k as momentum builds

Hacker News

Bitcoin has broken above $40,000 for the first time this year as it rides a wave of momentum on broad enthusiasm about U.S. interest rate cuts and as traders anticipate the imminent approval of U.S.-stockmarket traded bitcoin funds.

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Manifold Diffusion Fields

Machine Learning Research at Apple

This paper was accepted at the Diffusion Models workshop at NeurIPS 2023. Score-based models have quickly become the de facto choice for generative modeling of images, text and more recently molecules. However, to adapt a score-based generative modeling to these domains the score network needs to be carefully designed, hampering its applicability to arbitrary data domains.

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GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text

Hacker News

While Large Language Models (LLMs) have achieved remarkable performance in many tasks, much about their inner workings remains unclear. In this study, we present novel experimental insights into the resilience of LLMs, particularly GPT-4, when subjected to extensive character-level permutations. To investigate this, we first propose the Scrambled Bench, a suite designed to measure the capacity of LLMs to handle scrambled input, in terms of both recovering scrambled sentences and answering questi

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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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Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation

Machine Learning Research at Apple

This paper was accepted at the workshop I Can’t Believe It’s Not Better! (ICBINB) at NeurIPS 2023. Recent advances in image tokenizers, such as VQ-VAE, have enabled text-to-image generation using auto-regressive methods, similar to language modeling. However, these methods have yet to leverage pre-trained language models, despite their adaptability to various downstream tasks.

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Tyrian purple: Ancient pigment that was more valuable than gold

Hacker News

For millennia, Tyrian purple was the most valuable colour on the planet. Then the recipe to make it was lost. By piecing together ancient clues, could one man bring it back?

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Controllable Music Production with Diffusion Models and Guidance Gradients

Machine Learning Research at Apple

This paper was accepted at the NeurIPS 2023 workshop on Diffusion Models. We demonstrate how conditional generation from diffusion models can be used to tackle a variety of realistic tasks in the production of music in 44.1kHz stereo audio with sampling-time guidance. The scenarios we consider include continuation, inpainting and regeneration of musical audio, the creation of smooth transitions between two different music tracks, and the transfer of desired stylistic characteristics to existing

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Paper vs. Devices: Brain Activation Differences During Memory Retrieval

Hacker News

It remains to be determined how different inputs for memory-encoding, such as the use of paper notebooks or mobile devices, affect retrieval processes. We compared three groups of participants who read dialogues on personal schedules and wrote down the scheduled appointments on a calendar using a paper notebook (Note), an electronic tablet (Tablet), or a smartphone (Phone).

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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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7 Key Differences Between How Leaders And Managers View ChatGPT

Flipboard

ChatGPT, Claude, Scribe, AlphaCode, Bard, DALL·E 2, and other generative AI have been part of the workplace for about a year, and virtually everyone inside organizations has been looking at, and thinking about, AI. Some employees are experiencing FOBO—the Fear of Becoming Obsolete.

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World’s Largest Floating Solar Power Plant Taking Shape On Hydropower Plant

Hacker News

Plans are already in the works to expand a new floating solar power plant in Indonesia, setting the stage for similar projects around the world. The post World’s Largest Floating Solar Power Plant Taking Shape On Hydropower Plant appeared first on CleanTechnica.

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OpenAI’s GPT store might not have killed the company—but it could still threaten AI startups

Flipboard

The tumult that came before OpenAI’s grand unraveling highlights the perils of building on someone else’s technology. In the days and weeks before Sam Altman was unceremoniously fired from OpenAI—then reinstated over the course of a long, confusing weekend—the company was flying high.

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American Librarians Helped Defeat the Nazis

Hacker News

Recruited to the war effort thanks to their deft research skills and technological know-how, librarians used microforms to gather and share intelligence with Allied forces.

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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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Meta's AI chief doesn't think AI super intelligence is coming anytime soon, and is skeptical on quantum computing

Flipboard

Meta's chief scientist and deep learning pioneer Yann LeCun said he believes that current AI systems are decades away from reaching some semblance of …

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Let's learn how modern JavaScript frameworks work by building one

Hacker News

In my day job, I work on a JavaScript framework (LWC). And although I've been working on it for almost three years, I still feel like a dilettante. When I read about what's going on in the larger framework world, I often feel overwhelmed by all the things I don't know.

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Can an AI chatbot be convicted of an illegal wiretap? A case against Gap's Old Navy may answer that

Flipboard

With generative AI tools like ChatGPT bound to create more powerful personal assistants that can take over the role of customer service agents, the …

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How Elon Musk and Larry Page’s AI Debate Led to OpenAI and an Industry Boom

Hacker News

The people who were most afraid of the risks of artificial intelligence decided they should be the ones to build it. Then distrust fueled a spiraling competition.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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The Who’s Who Behind the Modern Artificial Intelligence Movement

Flipboard

Before chatbots exploded in popularity, a group of researchers, tech executives and venture capitalists had worked for more than a decade to fuel A.I.

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Inside Job: How a Hacker Helped Cocaine Traffickers Infiltrate Europe's Ports

Hacker News

Europe’s commercial ports are top entry points for cocaine flooding in at record rates. The work of a Dutch hacker, who was hired by drug traffickers to penetrate port IT networks, reveals how this.

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Business Tech Roundup: You Can Now Talk To ChatGPT For Free

Flipboard

Here are five things in tech that happened this week and how they affect your business. Did you miss them? 1 – You can now talk to ChatGPT like Siri for free, but it won't reveal OpenAI's secrets. OpenAI will now allow free access to a voice enabled chatbot in the GPT-3.

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Study: Students would be willing to pay $28 to have peers deactivate TikTok

Hacker News

Large shares of consumers use Instagram and TikTok out of a fear of missing out rather than genuine interest and, as a result, are worse off than if.

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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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The OpenAI Drama Shows We've Entered the Age of the Employee

Flipboard

Labor holds more cards than ever. Here's how your company needs to adjust. The failed ouster of Sam Altman was a microcosm of current power dynamics in corporate America.

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Capturing DNA in snow tracks of polar bear, Eurasian lynx and snow leopard

Hacker News

Polar bears (Ursus maritimus), Eurasian lynx (Lynx lynx) and snow leopards (Panthera uncia) are elusive large carnivores inhabiting snow-covered and remote areas. Their effective conservation and management is challenged by inadequate population information, necessitating development of novel data collection methods. Environmental DNA (eDNA) from snow tracks (footprints in snow) has identified species based on mitochondrial DNA, yet its utility for individual-based analyses remains unsolved due

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How OpenAI's nonprofit-corporate model works, and how it fueled its CEO's temporary ouster

Flipboard

The board of OpenAI, creator of the popular ChatGPT and DALL-E artificial intelligence tools, fired Sam Altman, its chief executive officer, in late …

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GDlog: A GPU-Accelerated Deductive Engine

Hacker News

Modern deductive database engines (e.g., LogicBlox and Soufflé) enable their users to write declarative queries which compute recursive deductions over extensional data, leaving their high-performance operationalization (query planning, semi-naïve evaluation, and parallelization) to the engine. Such engines form the backbone of modern high-throughput applications in static analysis, security auditing, social-media mining, and business analytics.

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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.