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language models

Award-Winning Breakthroughs at NeurIPS 2023: A Focus on Language Model Innovations

December 19, 2023 by Kate Koidan

neurips 2023 research papers

Generated with Midjourney The NeurIPS 2023 conference showcased a range of significant advancements in AI, with a particular focus on large language models (LLMs), reflecting current trends in AI research. This year, the award committees recognized excellence in the field by granting two Outstanding Papers Awards and two Runner-up Awards. These awards highlight the latest … [Read more...] about Award-Winning Breakthroughs at NeurIPS 2023: A Focus on Language Model Innovations

NeurIPS 2023: Key Takeaways From Invited Talks

December 19, 2023 by Kate Koidan

NeurIPS 2023 Talks

Generated with Midjourney The NeurIPS 2023 conference, held in the vibrant city of New Orleans from December 10th to 16th, had a particular emphasis on generative AI and large language models (LLMs). In light of the recent groundbreaking advancements in this domain, it was no surprise that these topics dominated the discussions. One of the core themes of this year's … [Read more...] about NeurIPS 2023: Key Takeaways From Invited Talks

Top 10 Influential AI Research Papers in 2023 from Google, Meta, Microsoft, and More

December 5, 2023 by Mariya Yao

top AI research papers, generative agents

From Generative Agents research paper In this article, we delve into ten transformative research papers from diverse domains, spanning language models, image processing, image generation, and video editing. As discussions around Artificial General Intelligence (AGI) reveal that AGI seems more approachable than ever, it's no wonder that some of the featured papers explore … [Read more...] about Top 10 Influential AI Research Papers in 2023 from Google, Meta, Microsoft, and More

The GenAI Frontier: 10 Transformative LLM Research Papers of 2023 from LLaMA to GPT-4

December 5, 2023 by Mariya Yao

language models 2023

Generated with DALL-E 3 In the rapidly evolving landscape of Natural Language Processing, 2023 emerged as a pivotal year, witnessing groundbreaking research in the realm of Large Language Models (LLMs). These LLMs, characterized by their vast parameter sizes and impressive capabilities, played a central role in shaping the future of AI applications. This introduction … [Read more...] about The GenAI Frontier: 10 Transformative LLM Research Papers of 2023 from LLaMA to GPT-4

Code Smarter, Not Harder: Streamline Software Development with Generative AI

November 27, 2023 by Kate Koidan

AI for software development

AI has played a supporting role in software development for years, primarily automating tasks like analytics, error detection, and project cost and duration forecasting. However, the emergence of generative AI has reshaped the software development landscape, driving unprecedented productivity gains. A McKinsey study reveals that developers using generative AI tools can write … [Read more...] about Code Smarter, Not Harder: Streamline Software Development with Generative AI

The Future of Customer Support: How AI is Boosting Capacity, Performance, and Satisfaction

October 31, 2023 by Kate Koidan

ai for customer support

Customer support has become increasingly important, with 88% of buyers saying the experience a company provides matters as much as its products or services. About 72% of customers demand immediate service and nearly 70% expect anyone they interact with to have full context. However, this level of customer care is expensive, leading business leaders to look into AI for higher … [Read more...] about The Future of Customer Support: How AI is Boosting Capacity, Performance, and Satisfaction

Beyond Conventional Tactics: How AI is Redefining Marketing and Sales

October 17, 2023 by Mariya Yao

AI for marketing and sales

Both marketing and sales are directly responsible for generating revenue. This unique position gives the two functions significantly more power to direct investment into new projects. The need to keep up with competitors in fighting for market share means that both units are, on average, much more willing to try new tools as well, including the latest technology advances based … [Read more...] about Beyond Conventional Tactics: How AI is Redefining Marketing and Sales

Redefining Conversational AI with Large Language Models

October 10, 2023 by Janna Lipenkova

Source: rawpixel.com Conversational AI is an application of LLMs that has triggered a lot of buzz and attention due to its scalability across many industries and use cases. While conversational systems have existed for decades, LLMs have brought the quality push that was needed for their large-scale adoption. In this article, we will use the mental model shown in Figure 1 to … [Read more...] about Redefining Conversational AI with Large Language Models

Beyond Metrics: A Hybrid Approach to LLM Performance Evaluation

August 22, 2023 by Mariya Yao

hybrid approach to LLP performance evaluation

Large Language Models (LLMs) present a unique challenge when it comes to performance evaluation. Unlike traditional machine learning where outcomes are often binary, LLM outputs dwell in a spectrum of correctness. Also, while your base model may excel in broad metrics, general performance doesn’t guarantee optimal performance for your specific use cases.  Therefore, a … [Read more...] about Beyond Metrics: A Hybrid Approach to LLM Performance Evaluation

Step-By-Step LLM Product Development For Business Leaders

August 7, 2023 by Mariya Yao

LLMOps technology stack

Generated with Midjourney Enterprises in every industry and corner of the globe are rushing to integrate the power of large language models (LLMs) like OpenAI’s ChatGPT, Anthropic’s Claude, and AI12Lab’s Jurassic to boost performance in a wide range of business applications, such as market research, customer service, and content generation.  However, building an LLM … [Read more...] about Step-By-Step LLM Product Development For Business Leaders

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