FEBRUARY 24, 2025
Retrieval-Augmented Generation (RAG) is a powerful technique that enhances language models by incorporating external information retrieval mechanisms. While standard RAG implementations improve response relevance, they often struggle in complex retrieval scenarios. This article explores the limitations of a vanilla RAG setup and introduces advanced techniques to enhance its accuracy and efficiency.
databricks
FEBRUARY 24, 2025
Introduction Stateful stream processing refers to processing a continuous stream of events in real-time while maintaining state based on the events seen so far. This.
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Machine Learning Research at Apple
FEBRUARY 24, 2025
We introduce MIA-Bench, a new benchmark designed to evaluate multimodal large language models (MLLMs) on their ability to strictly adhere to complex instructions. Our benchmark comprises a diverse set of 400 image-prompt pairs, each crafted to challenge the models' compliance with layered instructions in generating accurate responses that satisfy specific requested patterns.
FEBRUARY 24, 2025
The revelation comes as federal workers face a midnight deadline to respond.
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
Machine Learning Mastery
FEBRUARY 24, 2025
This post is in six parts; they are: Traditional vs Neural Approaches Auto-Complete Architecture Basic Auto-Complete Implementation Caching and Batched Input When you type in a word in Google's search bar, such as "machine", you may find some additional words are suggested, such as "learning," to make up "machine learning".
FEBRUARY 24, 2025
Three years ago, OpenAI cofounder and former chief scientist Ilya Sutskever raised eyebrows when he declared that the era's most advanced neural networks might have already become "slightly conscious." That flair for hype is on full display at Sutskever's new venture, another AI outfit sporting the un-subtle name of "Safe Superintelligence." And if you were fretting that OpenAI's business model was suffering from Alice-in-Wonderland logic , Sutskever's new project will have you all the way throu
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
FEBRUARY 24, 2025
The nations largest association of psychologists this month warned federal regulators that A.I. chatbots masquerading as therapists, but programmed to reinforce, rather than to challenge, a users thinking, could drive vulnerable people to harm themselves or others.
Hacker News
FEBRUARY 24, 2025
SpaceX designs, manufactures and launches advanced rockets and spacecraft. The company was founded in 2002 to revolutionize space technology, with the ultimate goal of enabling people to live on other planets.
FEBRUARY 24, 2025
Chegg on Monday filed suit in federal district court against Google, claiming that artificial intelligence summaries of search results have hurt the
Hacker News
FEBRUARY 24, 2025
Today, were announcing Claude 3.7 Sonnet, our most intelligent model to date and the first hybrid reasoning model generally available on the market.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
FEBRUARY 24, 2025
A new AI model can measure how fast a persons brain is aging using MRI scans, providing a powerful tool for detecting cognitive decline.
Hacker News
FEBRUARY 24, 2025
Microsoft Corp. has begun canceling leases for a substantial amount of datacenter capacity in the US, a move that may reflect concerns about whether its building more AI computing than it will need over the long term, TD Cowen said in a report.
FEBRUARY 24, 2025
Anthropic is releasing a new frontier AI model called Claude 3.7 Sonnet, which the company designed to think about questions for as long as users want it to. Anthropic calls Claude 3.
Hacker News
FEBRUARY 24, 2025
Competing theories explain how dogs came to be domesticated from wolves. Now, a new study adds further support to the idea that they domesticated themselves.
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
FEBRUARY 24, 2025
Manufacturers already have the data. LLM-powered tools could help them make use of it.
Hacker News
FEBRUARY 24, 2025
The gig work platform Outlier is one of several companies courting journalists to train large language models (LLMs).
FEBRUARY 24, 2025
Artificial intelligence can be useful in the workplace, but humans have to first define what success looks like, according to MIT Sloans Danielle Li.
Hacker News
FEBRUARY 24, 2025
In the mid-1960s, the Nobel Prizewinning physicist Luis Alvarez had a wild idea. He proposed using muons, highly penetrating subatomic particles created when cosmic rays strike Earths atmosphere, to search for hidden chambers within one of the pyramids of Giza. These muon particles are heavyweight cousins of electrons that travel close to the speed of light.
Speaker: Frank Taliano
Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.
FEBRUARY 24, 2025
AI pioneer Jrgen Schmidhuber shares why he believes in Saudi Arabias vision to lead global tech and his optimism about AIs potential to revolutionize industries.
Hacker News
FEBRUARY 24, 2025
Nestled at the foot of a steep, forested hill, 16 kilometers outside Wellington, New Zealand is a rather unassuming building; one among many on a research campus that was first established in the 1940s. From outside, theres little to suggest that this is the birthplace of a remarkable piece of technology bound for the International Space Station (ISS) in the coming months.
FEBRUARY 24, 2025
If youve been reading about business technology recently, then AI agents and agentic AI are terms youve probably come across with increasing frequency. Theyre often used interchangeably, and Ive noticed this can cause a little confusion as they refer to subtly different concepts.
Hacker News
FEBRUARY 24, 2025
In our modern world, it’s difficult to underestimate the impact that open-source code has on software development. Over the years, the global community has managed to publish a tremendous number of projects with freely accessible code that can be viewed and enhanced by anyone on the planet. Very frequently, code published on the Internet serves as a source of inspiration for software developers whenever they need to implement a project feature, they often check whether the code they need
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
FEBRUARY 24, 2025
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Hacker News
FEBRUARY 24, 2025
Transplanting insulin-producing cells along with engineered blood-vessel-forming cells has successfully reversed type 1 diabetes, according to a new preclinical study. With further testing, the novel approach could one day cure the as-yet incurable condition.
FEBRUARY 24, 2025
Anthropic unveiled its latest frontier model, Claude Sonnet 3.7, on Monday and claims it's the company's "most intelligent" version yet.
Hacker News
FEBRUARY 24, 2025
What would happen if we didn't use TCP or UDP? Contribute to Hawzen/hdp development by creating an account on GitHub.
Speaker: Yohan Lobo and Dennis Street
In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.
FEBRUARY 24, 2025
Consider this your ChatGPT 101 class. ChatGPT brought artificial intelligence into the mainstream. It's one of the fastest-growing apps of all time, and has led the way for millions of other AI products to emerge.
Hacker News
FEBRUARY 24, 2025
With a new bill in Wisconsin, Right to Repair laws have now been introduced in all 50 US states!
FEBRUARY 24, 2025
Norwegian robotics firm 1X has developed a humanoid robot for home chores that is wrapped in beige knitwear to "complement living spaces rather than
Hacker News
FEBRUARY 24, 2025
Bracket City is a nested clue puzzle game.
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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