Mon.Feb 03, 2025

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DeepSeek-R1 vs DeepSeek-V3: Detailed Comparison

Analytics Vidhya

DeepSeek has made significant strides in AI model development, with the release of DeepSeek-V3 in December 2024, followed by the groundbreaking R1 in January 2025. DeepSeek-V3 is a Mixture-of-Experts (MoE) model that focuses on maximizing efficiency without compromising performance. DeepSeek-R1, on the other hand, incorporates reinforcement learning to enhance reasoning and decision-making.

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Serverless Compute for Notebooks, Workflows and Pipelines is now Generally Available on Google Cloud

databricks

In the rapidly evolving landscape of data engineering and analytics, speed, scalability, and simplicity are invaluable. Serverless compute addresses these needs by eliminating.

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SoftBank to Spend $3B Annually on OpenAI Solutions

insideBIGDATA

Feb. 3, 2025 — OpenAI and the SoftBank Group today announced a partnership to develop and market advanced enterprise AI called Cristal intelligence, intended to securely integrate the systems and data of individual enterprises in a way that is customized specifically for each company. SoftBank Group Corp.

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Adaptive Training Distributions with Scalable Online Bilevel Optimization

Machine Learning Research at Apple

Large neural networks pretrained on web-scale corpora are central to modern machine learning. In this paradigm, the distribution of the large, heterogeneous pretraining data rarely matches that of the application domain. This work considers modifying the pretraining distribution in the case where one has a small sample of data reflecting the targeted test conditions.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

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.

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Building AI Application with Gemini 2.0

KDnuggets

Learn to create a document-based chatbot with memory, powered by one of the world's top-performing LLMs.

AI 278
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DeepSeek AI — The Future is Here

Towards AI

Author(s): M. Haseeb Hassan Originally published on Towards AI. The rise of AI is massively affecting the society. It is not something that will happen someday, it has happened already. AI is being discussed in various sectors like healthcare, banking, education, manufacturing, etc. However, DeepSeek AI is taking a different direction than the current AI Models.

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More Trending

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Senator Hawley Proposes Jail Time for People Who Download DeepSeek

Flipboard

According to the language of the proposed bill, people who download AI models from China could face up to 20 years in jail, a million dollar fine, or

AI 181
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Try to Jailbreak Claude's Constitutional Classifiers

Hacker News

Talk with Claude, an AI assistant from Anthropic

AI 182
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Meta says it may stop development of AI systems it deems too risky

Flipboard

Meta CEO Mark Zuckerberg has pledged to make artificial general intelligence (AGI) which is roughly defined as AI that can accomplish any task a human can openly available one day.

AI 181
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The Video Game History Foundation Library Opens in Early Access

Hacker News

For free. For everyone. Wherever you are.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

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.

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When humans and AI work best together — and when each is better alone

Flipboard

A combination of AI and humans works best in tasks where humans outperform AI and in those that involve creating content.

AI 181
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New Proofs Probe the Limits of Mathematical Truth

Hacker News

By proving a broader version of Hilberts famous 10th problem, two groups of mathematicians have expanded the realm of mathematical unknowability.

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AI-Enabled Gene Editing Produces Fewer Off-Target Outcomes

Flipboard

By creating gene editors not found in nature, or optimizing existing editors, AI can improve the accuracy, effectiveness, and accessibility of gene editing.

AI 180
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How Translation Works, Book Title Edition

Hacker News

As any translator will tell you, translating a piece of fiction isn't about simply transcribing words one-to-one from one language to another. It's about capturing a vibe -- making sure the tone and intent of the piece come through in words when a mere transliteration would fail.

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How to Modernize Manufacturing Without Losing Control

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

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Aligning AI with human values

Flipboard

We need to both ensure humans reap AIs benefits and that we dont lose control of the technology, says senior Audrey Lorvo.

AI 179
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Biophysics: How Does Life Happen When There's Barely Any Light?

Hacker News

Under the sea ice during the Arctics pitch-black polar night, cells power photosynthesis on the lowest light levels ever observed in nature.

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Naver-backed Cinamon wants to make 3D video animation easier using AI

Flipboard

Its never been easier to create and publish art than it is now, and if you believe the companies building tech around AI, the production process is going to get even more efficient.

AI 179
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El Salvador abandons Bitcoin as legal tender after failed experiment

Hacker News

Understand the implications of Bitcoin's downfall in El Salvador. Learn about the failed economic bet and its impact on the country's financial stability.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

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.

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EU kicks off landmark AI law enforcement as first batch of restrictions enter into force

Flipboard

The European Union formally kicked off enforcement of its landmark artificial intelligence law Sunday, paving the way for tough restrictions and

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He Went to Jail for Stealing Someone's Identity. But It Was His All Along

Hacker News

A decades-long theft of a mans identity raised questions about who gets believed in the justice system, and what happens when your name is taken.

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Google erases promise not to use AI technology for weapons or surveillance

Flipboard

New York CNN Googles updated, public AI ethics policy removes its promise that it wont use the technology to pursue applications for weapons and surveillance.

AI 177
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Dolní Vĕstonice Portrait Head: The oldest known human portrait in the world

Hacker News

A tiny head carved from mammoth ivory looks back at us from the Stone Age.

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How to Achieve High-Accuracy Results When Using LLMs

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

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Unraveling The Curious Mystery Of Two Different AI Models Suddenly Forming A New Language Of Their Very Own

Flipboard

In todays column, I examine the recent buzz on social media that claims generative AI and large language models (LLMs) are making up their own language when communicating with each other. This has caused quite a stir. Some wildly speculate that it is a sure sign of AI reaching sentience.

AI 176
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What's Going on at the FBI?

Hacker News

Dont look now but the FBI is resisting the political witch-hunt loosed upon it.

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4 exotic phishing scams are on the rise. Here's how to catch them in the act

Flipboard

Phishing attacks are getting more advanced by the day. To help protect yourself against them, we'll provide information about the latest tricks used by these lowly criminals.

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When Bohr got it wrong: the impact of a little-known paper on quantum theory

Hacker News

Philip Ball looks at how a little-known paper by Niels Bohr demonstrates the turmoil in physics on the brink of quantum mechanics

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

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.

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The Mysterious AI-Operated Ships Described in Homer’s Odyssey

Flipboard

The Odyssey, written by Homer in the seventh century BCE, features mysterious self-driving shipsmuch like modern self-driving electric cars, or even

AI 174
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Month in 4 Papers (January 2025)

Towards AI

Author(s): Ala Falaki, PhD Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. How Language Models Learn to Think, Judge, and Scale: From Code Evaluation to Memory-Efficient Reasoning. This series of posts is designed to bring you the newest findings and developments in the NLP field. Ill delve into four significant research papers each month, offering a comprehensive summary.

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AI Shows Why Data Portability Matters

Flipboard

AI provides a rationale for personal data portability, in the form of a better product experience rather than ideology alone, says Anna Kazlauskas, the creator of Vana and the CEO of Open Data Labs.

AI 173
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Top Ranked, Flexible MS in Applied Data Science

KDnuggets

Start Advancing Your Career this Year. Online Courses Start on March 3rd.

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The 2nd Generation of Innovation Management: A Survival Guide

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?