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Beam search is a powerful decoding algorithm extensively used in natural language processing (NLP) and machine learning. It is especially important in sequence generation tasks such as text generation, machine translation, and summarization. Beam search balances between exploring the search space efficiently and generating high-quality output. In this blog, we will dive deep into the […] The post What is Beam Search in NLP Decoding?
YOLO models have made significant contributions to computer vision in various applications, such as object detection, segmentation, pose estimation, vehicle speed detection, and multimodal tasks. While understanding their applications is crucial, it’s equally important to know how these models are built and how they work. This article will focus on that aspect.
Last Updated on January 29, 2025 by Editorial Team Author(s): Vishwajeet Originally published on Towards AI. How to Become a Generative AI Engineer in 2025? Photo by Andrea De Santis on Unsplash Artificial Intelligence (AI) has revolutionized the way we interact with technology, and Generative AI is at the forefront of this transformation. From creating art and music to generating human-like text and designing virtual worlds, Generative AI is reshaping industries and opening up new possibilities
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
Text-to-speech (TTS) technology has evolved rapidly, allowing natural and expressive voice generation for a various applications. One standout model in this domain is Kokoro TTS, a cutting-edge TTS model known for its efficiency and high-quality speech creation. Kokoro-82M is a Text-to-Speech model consisting of 82 million parameters. Despite its significantly small size (82 million parameters), […] The post Kokoro-82M: Compact, Customizable, and Cutting-Edge TTS Model appeared first on An
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Artificial Super Intelligence (ASI): The Research Frontiers to Achieve AGI to ASI and the Challenges for Humanity Examining the Latest Research Advancements and Their Implications for ASI Development The Research Frontiers to Achieve AGI to ASI Introduction: A Cup of Tea with the Future Picture this: Im sipping my favorite masala tea, pondering humanitys most mind-bending question: Can machines ever surpass us in intelligence?
Generative AI can revolutionize organizations by enabling the creation of innovative applications that offer enhanced customer and employee experiences. Intelligent document processing , translation and summarization, flexible and insightful responses for customer support agents, personalized marketing content, and image and code generation are a few use cases using generative AI that organizations are rolling out in production.
Generative AI can revolutionize organizations by enabling the creation of innovative applications that offer enhanced customer and employee experiences. Intelligent document processing , translation and summarization, flexible and insightful responses for customer support agents, personalized marketing content, and image and code generation are a few use cases using generative AI that organizations are rolling out in production.
Last Updated on January 29, 2025 by Editorial Team Author(s): Aleti Adarsh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. We have seen how Machine learning has revolutionized industries across the globe during the past decade, and Python has emerged as the language of choice for aspiring data scientists and seasoned professionals alike.
Last Updated on January 29, 2025 by Editorial Team Author(s): Florian June Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. This article is the 23rd in this compelling series. Today, we will explore three intriguing topics in AI, which are: KAG: Brilliant Detective Who Masters Evidence and Connects the DotsAlphaMath: The Brilliance of AlphaGos Insights in LLM ReasoningLLM Inference: Offloading Exquisite Video Imagery: Open-source code: [link]
China-based DeepSeek has exploded in popularity, drawing greater scrutiny. Case in point: Security researchers found more than 1 million records, including user data and API keys, in an open database.
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?
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!
Just a few hours after David Sacks claimed DeepSeek used OpenAIs models to train its own models, Bloomberg Law reports that Microsoft is investigating DeepSeeks use of OpenAIs application programming interface (API).
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.
American teens have lost their faith in Big Tech, according to a new report from Common Sense Media, a nonprofit offering reviews and ratings for media
Chinese AI company DeepSeek has been accused of IP theft, faced privacy inquiries in Europe, and has been the target of an enormous cyberattack. Now, it appears the company has a new headache on its hands: a U.S. trademark conflict. On Tuesday, DeepSeek filed an application with the U.S.
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?
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.
The year 2024 was a resurgant year for decompilation. Academic publications from that year made up nearly 30% of all top publications ever made in decompilation. In this post, I do a summarization and retrospective of both the academic and ideological progress of decompilation in 2024. Hint: decompilation research is back.
A passenger jet heading inbound from Wichita, Kansas collided with a Black Hawk helicopter midair near Ronald Reagan Washington National Airport in northern Virginia on Wednesday night. Flights at the airport have been halted while search and rescue teams survey the area for survivors in the Potomac River. There is no word yet on casualties.
Tech giants keep capital spending plans in line as DeepSeek raises questions about future computing needs Money doesnt solve all problems, but $37.4 billion should solve a few. That was what MicrosoftMSFT-1.09%decrease; red down pointing triangle and Meta PlatformsMETA 0.
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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