Tue.Oct 22, 2024

article thumbnail

7 Popular Multimodal Models and their Uses

Analytics Vidhya

The rapid advancement of artificial intelligence (AI) has led to a new era of models designed to process and generate data across multiple modalities. These include text, images, audio, and video. These multimodal models are increasingly used in various applications, from content creation to advanced analytics. This article will introduce you to the concept of […] The post 7 Popular Multimodal Models and their Uses appeared first on Analytics Vidhya.

article thumbnail

The insideAI News IMPACT 50 List for Q4 2024

insideBIGDATA

The team here at insideAI News is deeply entrenched in keeping the pulse of the big data ecosystem of companies from around the globe. We’re in close contact with the movers and shakers making waves in the technology areas of big data, data science, machine learning, AI and deep learning. Our in-box is filled each day with new announcements, commentaries, and insights about what’s driving the success of our industry so we’re in a unique position to publish our quarterly IMPACT 50 List.

Big Data 479
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

DeepLearning.AI Dropped a New Course

KDnuggets

With the development of AI technologies and tools, the best one can do for their career is stay ahead of the game and continue to upskill.

AI 261
article thumbnail

Introducing Simple, Fast, and Scalable Batch LLM Inference on Mosaic AI Model Serving

databricks

Over the years, organizations have amassed a vast amount of unstructured text data—documents, reports, and emails—but extracting meaningful insights has remained a challenge.

AI 243
article thumbnail

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.

article thumbnail

MUSCLE: A Model Update Strategy for Compatible LLM Evolution

Machine Learning Research at Apple

Large Language Models (LLMs) are regularly updated to enhance performance, typically through changes in data or architecture. Within the update process, developers often prioritize improving overall performance metrics, paying less attention to maintaining compatibility with earlier model versions. Instance-level degradation (instance regression) of performance from one model version to the next can interfere with a user's mental model of the capabilities of a particular language model.

223
223
article thumbnail

Intelligent Data Engineering for Enterprise AI with Databricks and Informatica

databricks

Generative AI holds tremendous promise for how organizations unlock value from their data. However, it also comes with a litany of challenges around.

More Trending

article thumbnail

Arm is canceling Qualcomm's chip design license

Hacker News

Arm Holdings Plc is canceling a license that allowed longtime partner Qualcomm Inc. to use Arm intellectual property to design chips, escalating a legal dispute over vital smartphone technology.

182
182
article thumbnail

What’s New With Databricks Assistant?

databricks

Over the past few months, we’ve been gathering your feedback and focusing on both the quality of Databricks Assistant’s responses and the overall.

160
160
article thumbnail

Meta Bans Accounts Tracking Private Jets for Zuckerberg, Musk

Hacker News

Facebook parent company Meta Platforms Inc. has removed several accounts across Threads and Instagram that were used to track celebrities’ private jets, including the jet owned by its Chief Executive Officer Mark Zuckerberg, citing a risk of “physical harm.

181
181
article thumbnail

Towards Data-Centric RLHF: Simple Metrics for Preference Dataset Comparison

Machine Learning Research at Apple

The goal of aligning language models to human preferences requires data that reveal these preferences. Ideally, time and money can be spent carefully collecting and tailoring bespoke preference data to each downstream application. However, in practice, a select few publicly available preference datasets are often used to train reward models for reinforcement learning from human feedback (RLHF).

130
130
article thumbnail

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.

article thumbnail

We built a new powerful JSON data type for ClickHouse

Hacker News

We’re excited to introduce our new and significantly enhanced JSON data type, purpose-built to deliver high-performance handling of JSON data. Our core engineer, Pavel Kruglov, dives into how we built this feature on top of ClickHouse's columnar storage.

177
177
article thumbnail

CtrlSynth: Controllable Image-Text Synthesis for Data-Efficient Multimodal Learning

Machine Learning Research at Apple

Pretraining robust vision or multimodal foundation models (e.g., CLIP) relies on large-scale datasets that may be noisy, potentially misaligned, and have long-tail distributions. Previous works have shown promising results in augmenting datasets by generating synthetic samples. However, they only support domain-specific ad hoc use cases (e.g., either image or text only, but not both), and are limited in data diversity due to a lack of fine-grained control over the synthesis process.

130
130
article thumbnail

Tog's Paradox

Hacker News

Tog’s Paradox (also known as The Complexity Paradox or Tog’s ComplexityParadox) is an observation that products aiming to make a task more efficienttend to inspire new, more complex use cases. It’s one of the key reasons forthe symptom of requirements changing after delivery in enterprise softwareproducts, and for feature creep in consumer products.

175
175
article thumbnail

Turbocharging GPU Inference at Logically AI

databricks

Founded in 2017, Logically is a leader in using AI to augment clients’ intelligence capability. By processing and analyzing vast amounts of data.

AI 131
article thumbnail

Changing the Game with MES: Cut Costs, Drive Efficiency, & Achieve Sustainability Goals!

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

In an era where efficiency is king, are you leveraging the right tools to transform your manufacturing processes? A Manufacturing Execution System (MES) is critical for enhancing operational efficiency, reducing waste, and optimizing energy usage—key factors for improving your bottom line and lowering your carbon footprint. Join Nikhil Joshi, a manufacturing technology expert with 18+ years of hands-on experience, in this new webinar as he uncovers the secrets of MES and how to best utilize thes

article thumbnail

Rustls Outperforms OpenSSL and BoringSSL

Hacker News

ISRG has been investing heavily in the Rustls TLS library over the past few years. Our goal is to create a library that is both memory safe and a leader in performance. Back in January of this year we published a post about the start of our performance journey. We've come a long way since then and we're excited to share an update on Rustls performance today.

173
173
article thumbnail

Download free software for data recovery

Dataconomy

When you delete files on a Windows PC, it will be put into the Recycle Bin folder. Usually, the deleted files will remain for 30 days if you don’t empty it or delete files from Recycle Bin. Thus, many users will try to check the Recycle Bin for lost data. But if your files are permanently deleted, it will bypass the Recycle Bin. At this time, employing free software for data recovery will be a good idea.

113
113
article thumbnail

Understanding Gaussians

Hacker News

The **Gaussian distribution**, or **normal distribution** is a key subject in statistics, machine learning, physics, and pretty much any other field that deals with data and probability.

article thumbnail

The Blurring Lines Between AI Academia and Industry

Dataconomy

The world of AI research is in constant flux, with breakthroughs emerging at a dizzying pace. But where are these advancements happening? While universities have traditionally been the hotbed of scientific discovery, a significant shift is underway. Increasingly, big tech companies play a pivotal role in AI research, blurring the lines between academia and industry.

AI 113
article thumbnail

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.

article thumbnail

Why Simone Giertz, the Queen of Useless Robots, Got Serious

Hacker News

Simone Giertz came to fame in the 2010s by becoming the self-proclaimed “queen of shitty robots.” On YouTube she demonstrated a hilarious series of self-built mechanized devices that worked perfectly for ridiculous applications, such as a headboard-mounted alarm clock with a rubber hand to slap the user awake. But Giertz has parlayed her Internet renown into Yetch , a design company that makes commercial consumer products.

162
162
article thumbnail

Zoom x Suki partnership will power AI medical scribes

Dataconomy

The demand for AI medical assistants and scribes has surged over the past year, with startups in the space rapidly growing to help healthcare providers save time on documentation. Now, established players want a piece of the action. Zoom, the most popular video-conferencing platform in the U.S. for telehealth visits, is stepping into the medical AI arena with a partnership with Suki, an AI scribe startup.

AI 113
article thumbnail

The Dawn of a New Era for Supernova 1987a

Hacker News

Three decades ago, astronomers spotted one of the brightest exploding stars in more than 400 years. Since that first sighting, SN 1987A has continued to fascinate astronomers with its spectacular light show. To commemorate the supernova's 30th anniversary, new observations and a 3-D model are being released.

160
160
article thumbnail

Apple Intelligence is “not first, but best” Tim Cook says

Dataconomy

Apple CEO Tim Cook, in a recent interview, addressed criticisms about the company’s perceived delay in adopting artificial intelligence. Speaking with Ben Cohen of The Wall Street Journal , Cook outlined why Apple has taken its time in rolling out AI features. Apple Intelligence: “Not first, but best” Competitors like Google Gemini and OpenAI’s ChatGPT seem to be speeding ahead in the race for AI dominance.

article thumbnail

How To Align Product Management And Supply Chain Operations For Successful Product Launches

Speaker: Shalini Dinesh

Effective cross-functional collaboration and communication heavily influence product launch success. Research shows that as many as 70% of product launches fail due to inadequate coordination among stakeholders, including supply chain, product management, legal, marketing, and change control teams (Gartner, 2022). The 2023 Supply Chain Insights Report highlights that 60% of supply chain disruptions are caused by poor communication and misalignment among cross-functional teams.

article thumbnail

The Forest Service Is Losing 2,400 Jobs–Including Most of Its Trail Workers

Hacker News

In response to a shrinking budget, the land management agency is suspending seasonal hiring next year. Public lands will bear the cost.

180
180
article thumbnail

How to restore deleted files on Windows

Dataconomy

Recovering deleted files in Windows 10 can be done in several ways. One way is to use WinfrGUI. The user-friendly interface for the built-in file recovery tool. In this guide we will explore different ways on how to restore deleted files windows 10 in various data loss situations. Starting with Windows 10, there is a recycling tray feature that provides protection against accidental deletion of files.

91
article thumbnail

Computer use, a new Claude 3.5 Sonnet, and Claude 3.5 Haiku

Hacker News

A refreshed, more powerful Claude 3.5 Sonnet, Claude 3.5 Haiku, and a new experimental AI capability: computer use.

AI 182
article thumbnail

Fixed: Can’t log into TikTok with Twitter

Dataconomy

If you’ve been frustrated by the can’t log into TikTok with Twitter issue, you’re not alone. Many users have faced problems accessing their TikTok accounts linked to Twitter. Fortunately, there are several straightforward steps you can take to solve this problem and regain access to your account. Why can’t you log into TikTok with Twitter?

91
article thumbnail

Business Intelligence 101: How To Make The Best Solution Decision For Your Organization

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

article thumbnail

Malcolm Gladwell Holds His Ideas Loosely. He Thinks You Should, Too

Hacker News

As he releases “Revenge of The Tipping Point,” the best-selling journalist talks about broken windows theory, Joe Rogan and changing his mind.

166
166
article thumbnail

xAI API is officialy launched by Elon Musk

Dataconomy

Elon Musk’s AI startup, xAI, has officially launched the long-promised API for its generative AI model, Grok. Initially teased in August, the xAI API is now available to developers, but it currently offers limited functionality. The only model accessible via the API is “grok-beta,” with pricing set at $5 per million input tokens and $15 per million output tokens—though the exact nature of the model and its capabilities remain somewhat unclear.

AI 91
article thumbnail

Elderly dementia patients are unwittingly fueling political campaigns

Hacker News

A CNN investigation reveals how deceptive political fundraising has misled hundreds of elderly Americans.

182
182
article thumbnail

Rift Between Junior and Senior Developers

O'Reilly Media

I’m worried about AI. I’m not worried about it taking my job. I believe AI is a genuine productivity tool. By which I mean it can make developers produce more. The question is whether those developers are producing something good or not. The difference between an experienced developer and a junior is that an experienced developer knows: There’s more than one good solution to every problem.

AI 78
article thumbnail

How To Set Up Innovation So That It Aligns With And Enables Corporate Strategy

Speaker: Paul Heller

Most innovation work proceeds independently from company strategy. As a result, the products that arrive in the market are not well aligned with the company’s goals. This challenge is particularly significant in organizations with transformation-oriented strategies, where innovation must directly support growth, scalability, and strategic pivots. In this session, we will discuss why innovation in large companies is so often not aligned with the company’s strategy and what innovation leaders, pro