by Greggory Elias | Sep 20, 2024 | Enterprise AI, Generative AI, Newsletter
Few-Shot Prompting, Learning, and Fine-Tuning for LLMs – AI&YOU #67 Few-Shot Prompting, Learning, and Fine-Tuning for LLMs – AI&YOU #67 Stat of the Week: Research by MobiDev on few-shot learning for coin image classification found that using just...
by Greggory Elias | Sep 20, 2024 | Agents, Generative AI, LLM Integration, TV, Film & Content
As AI agents become indispensable in a variety of fields, the voice that powers these digital personas can make or break the user experience. For our AI Agent Platform, we’ve handpicked 10 standout voices that go beyond just sounding good—they embody the essence of...
by Greggory Elias | Sep 19, 2024 | Generative AI, Opinion
In a move that the AI community should be paying attention to, Elon Musk has reignited his legal battle against OpenAI, Sam Altman, and Greg Brockman. This is a case that could fundamentally shape the future of artificial intelligence, particularly in defining...
by Greggory Elias | Aug 29, 2024 | Generative AI, LLMs / NLP, Prompt Engineering
Chain-of-Thought (CoT) prompting has been hailed as a breakthrough in unlocking the reasoning capabilities of large language models (LLMs). This technique, which involves providing step-by-step reasoning examples to guide LLMs, has garnered significant attention in...
by Greggory Elias | Aug 29, 2024 | Enterprise AI, Generative AI, Prompt Engineering
The art of crafting effective large language model (LLM) prompts has become a crucial skill for AI practitioners. Well-designed prompts can significantly enhance an LLM’s performance, enabling more accurate, relevant, and creative outputs. This blog post...
by Greggory Elias | Aug 19, 2024 | Enterprise AI, Generative AI, LLM Integration
In AI, the ability to learn efficiently from limited data has become crucial. Enter Few Shot Learning, an approach that’s improving how AI models acquire knowledge and adapt to new tasks. But what exactly is Few Shot Learning? Defining Few Shot Learning Few Shot...
by Greggory Elias | Aug 19, 2024 | Enterprise AI, Generative AI, LLMs / NLP
The true potential of large language models (LLMs) lies not just in their vast knowledge base, but in their ability to adapt to specific tasks and domains with minimal additional training. This is where the concepts of few-shot prompting and fine-tuning come into...
by Greggory Elias | Aug 19, 2024 | Generative AI, LLMs / NLP, Research / Stats
Few-shot learning has emerged as a crucial area of research in machine learning, aiming to develop algorithms that can learn from limited labeled examples. This capability is essential for many real-world applications where data is scarce, expensive, or time-consuming...
by Greggory Elias | Aug 19, 2024 | Generative AI, LLMs / NLP, Newsletter
Stat of the Week: 72% of surveyed organizations have adopted AI in 2024, a significant jump from around 50% in previous years. (McKinsey) Meta’s recent release of Llama 3.1 has sent ripples through the enterprise world. This latest iteration of the Llama models...
by Greggory Elias | Aug 19, 2024 | Enterprise AI, Generative AI, LLM Integration
Stat of the Week: Using smaller LLMs like GPT-J in a cascade can reduce overall cost by 80% while improving accuracy by 1.5% compared to GPT-4. (Dataiku) As organizations increasingly rely on large language models (LLMs) for various applications, the operational costs...
by Greggory Elias | Aug 4, 2024 | Enterprise AI, Generative AI, LLMs / NLP
As organizations increasingly rely on large language models (LLMs) for various applications, from customer service chatbots to content generation, the challenge of LLM cost management has come to the forefront. The operational costs associated with deploying and...
by Greggory Elias | Aug 4, 2024 | Enterprise AI, Generative AI, LLMs / NLP
Meta has recently announced Llama 3.1, its most advanced open-source large language model (LLM) to date. This release marks a significant milestone in the democratization of AI technology, potentially bridging the gap between open-source and proprietary models. Llama...
by Greggory Elias | Aug 2, 2024 | Enterprise AI, Generative AI, LLMs / NLP
Large language models (LLMs) are transforming enterprise applications, offering unprecedented capabilities in natural language processing and generation. However, before your enterprise jumps on the LLM bandwagon, there’s a critical challenge you need to...
by Greggory Elias | Aug 2, 2024 | Enterprise AI, Generative AI, LLMs / NLP
As large language models (LLMs) continue to disrupt nearly every field and industry, they bring with them a unique challenge: hallucinations. These AI-generated inaccuracies pose a significant risk to the reliability and trustworthiness of LLM outputs. What are LLM...
by Greggory Elias | Aug 2, 2024 | Enterprise AI, Generative AI, LLMs / NLP
As AI agents become increasingly prevalent in enterprise solutions, the management of Large Language Model (LLM) costs has emerged as a critical concern for developers and businesses alike. LLMs, while powerful, can be expensive to operate, especially at scale. The...
by Greggory Elias | Aug 2, 2024 | Enterprise AI, Generative AI, LLMs / NLP
As AI agents grow in sophistication, developers face significant challenges in ensuring their reliability, performance, and cost-effectiveness. The development and monitoring of AI agents present unique hurdles, including: Managing the intricacies of multi-agent...
by Greggory Elias | Jul 12, 2024 | Advertising & Marketing, Enterprise AI, Generative AI
Staying ahead of the curve is a necessity in digital marketing. As the landscape of online research continues to evolve, marketers are constantly seeking more efficient and effective ways to gather insights, generate ideas, and make data-driven decisions. Perplexity...
by Greggory Elias | Jul 12, 2024 | Enterprise AI, Generative AI, Project Management
Perplexity AI has emerged as a disruptive force in the search engine market. This innovative AI-powered answer engine promises to revolutionize how we access and interact with online content. However, recent controversies have thrust Perplexity into the spotlight,... 
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