Sun.Jan 12, 2025

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Mastering Zero-Shot and Few-Shot Text Classification with SCIKIT-LLM

Analytics Vidhya

Analyzing customer sentiment and key themes from textual data has always been a time-intensive task, requiring data collection, manual labeling, and fine-tuning specialized models. But what if you could skip the hassle of training a model and still achieve accurate results? Enter zero-shot text classification, a groundbreaking approach powered by Large Language Models (LLMs).

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KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs

Machine Learning Research at Apple

Multilingual knowledge graphs (KGs) provide high-quality relational and textual information for various NLP applications, but they are often incomplete, especially in non-English languages. Previous research has shown that combining information from KGs in different languages aids either Knowledge Graph Completion (KGC), the task of predicting missing relations between entities, or Knowledge Graph Enhancement (KGE), the task of predicting missing textual information for entities.

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Blue Origin New Glenn Mission NG-1 – Live

Hacker News

Blue Origin was founded by Jeff Bezos with the vision of enabling a future where millions of people are living and working in space for the benefit of Earth.

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Britain seeks to build homegrown rival to OpenAI in bid to become world leader in artificial intelligence

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LONDON The U.

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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?

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The Consensus on Havana Syndrome Is Cracking

Hacker News

After long denying the possibility, some intelligence agencies are no longer willing to rule out a mystery weapon.

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Why Tesla And NVIDIA Are Taking Different Paths To Train AI Systems

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Self-driving cars and humanoid robots that can walk, talk and work alongside us are just two of the amazing ways in which AI promises to change the world in the near future.

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More Trending

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Nvidia is preparing for the post-GPU AI era as it is reportedly recruits ASIC engineers to fend off competition from Broadcom and Marvell

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Nvidia, already a leader in AI and GPU technologies, is moving into the Application-Specific Integrated Circuit (ASIC) market to address growing

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The Case for Letting Malibu Burn (2018)

Hacker News

Many of California's native ecosystems evolved to burn. Modern fire suppression creates fuels that lead to catastrophic fires. So why do people insist on rebuilding in the firebelt?

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Do new AI reasoning models require new approaches to prompting?

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The era of reasoning AI is well underway.

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Inconvenient truths about the fires burning in Los Angeles from two fire experts

Hacker News

For years, renowned fire experts Jack Cohen and Stephen Pyne have tried to shift the conversation on fire prevention strategies. This weeks destruction, they say, could have been minimized.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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How to use Google Deep Research to save hours of time

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Google's new AI-powered tool does deep analysis on complex topics. Google hasnt been shy in pushing out new AI tools and features in recent months, from Gemini in Gmail to AI-hosted podcasts.

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Backdooring Your Backdoors – Another $20 Domain, More Governments

Hacker News

After the excitement of our.MOBI research, we were left twiddling our thumbs.

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Automate Blog to Twitter Thread using Gemini-2.0, LangChain, and Streamlit

Analytics Vidhya

In today’s digital landscape, content repurposing has become crucial for maximizing reach and engagement. One effective strategy is transforming long-form content like blog posts into engaging Twitter threads. However, manually creating these threads can be time-consuming and challenging. In this article, we’ll explore how to build an application to automate blog to Twitter thread creation […] The post Automate Blog to Twitter Thread using Gemini-2.0, LangChain, and Streamlit a

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Getting an all-optical AI to handle non-linear math

Hacker News

Instead of sensing photons and processing the results, why not process the photons?

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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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AI is set to transform education — what enterprise leaders can learn from this development

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After six decades of dreaming and experimenting, we might be on the cusp of a technology-enabled revolution in education.

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AI founders will learn The Bitter Lesson

Hacker News

Historically, general approaches always win in AI. Founders in AI application space now repeat the mistakes of AI researchers.

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5 Self-Paced, Free AI Courses To Study In 2025

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Demand for AI skills is skyrocketing in 2025. More industries and companies demand professionals with artificial intelligence skills, and the evidence suggests that the more AI skills you have to bolster your resume, the better for your paycheck.

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How to turn off Apple Intelligence on your iPhone

Hacker News

Make your iPhone un-Intelligent.

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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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AI-generated imagery poses a threat that isn't being talked about enough – and I can't find an answer

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AI imagery transparency is only half the creative war against the machines. How will increasing consumption of AI creations change our perception of hand-crafted imagery?

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Physicists Want to Ditch Dark Energy

Hacker News

The idea that mysterious stuff speeds up the acceleration of the universe could be a big mistake

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Elon Musk Clamors That We’re Running Out Of Data For Advancing AI LLMs But Let’s Not Overlook Squeezing Out More Juice From Data That We Already Have

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In todays column, I examine a high-profile assertion that advancements in generative AI and large language models (LLMs) will be hampered or possibly curtailed by our soon-to-be dilemma of running out of available data.

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Bad Apple but it's 6,500 regexes that I search for in Vim

Hacker News

There's no reason I should exit vim just to watch a video

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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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AI is still kind of pointless – and dangerous. Stop using it. | Opinion

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AI is the problem. Continuing to find ways to use it can't be the solution. Late last year, I started writing a column on generative artificial intelligence.

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The Canva outage: another tale of saturation and resilience

Hacker News

Today's public incident writeup comes courtesy of Brendan Humphries, the CTO of Canva. Like so many other incidents that came before, this is another tale of saturation, where the failure mode involves overload. There's a lot of great detail in Humpries's write-up, and I recommend you read it directly in addition to this post.

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Russian AI Drone Swarm? Not There Yet – A Guide to Drone Navigation

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However, recent reports and analysis suggest that Moscow is progressing in drone navigation and guidance, potentially with onboard artificial intelligence (AI).

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Mullenweg Shuts Down WordPress Sustainability Team, Igniting Backlash

Hacker News

Members of the fledgling WordPress Sustainability Team have been left reeling after WordPress co-founder Matt Mullenweg abruptly dissolved the team this weekan action prominent tech journalist Kara Swisher has described as "bizarrely heinous behavior.

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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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Three-part series looks at how AI is changing health care

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The next time you go in for a checkup with your doctor there may be someone else in the room. Sort of. More doctors are turning to artificial intelligence to record conversations with patients and take notes.

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From ASCII to ASIC: Porting donut.c to a tiny slice of silicon

Hacker News

Implementing the famous donut.

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AI Agents are Basically RPA with LLMs

Flipboard

Every company, big tech or startups alike, is betting on agentic AI becoming the biggest trend in the near future.

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All-Band Receiver Lets You Listen to All the Radio at Once

Hacker News

There are many ways to build a radio receiver, but most have a few things in common, such as oscillators, tuned circuits, detectors, mixers, and amplifiers. Put those together in the right order and y.

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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.