The Future of AI
November 19, 2024 6 min read By Cogito Tech. 27 views The advancement of AI in recent years is transformative in many respects, including one which holds much promise for the delivery of important health benefits: the healthcare sector. In such a scenario early disease detection is potentially an area where AI is likely to … Read more
The New Breed of Open Mixture-of-Experts (MoE) Models. In a push to beat the closed-box AI models from the AI Titans, many startups and research orgs have embarked in releasing open MoE-based models. These new breed of MoE-based models introduce many clever architectural tricks, and seek to balance training cost efficiency, output quality, inference performance … Read more
Introduction Modern brands and businesses are tapping into the power of Artificial Intelligence (AI) to create personalized customer experiences that elevate engagement, driving customer satisfaction and business growth. Personalized AI-driven customer experiences involve leveraging AI tools and algorithms to tailor interactions with consumers based on unique user behavior, preferences, and past activities. From recommendation engines … Read more
Machine learning (ML) models require enormous amounts of high-quality annotated data for training. Getting the data labeled quickly and accurately is not easy. And if you are thinking of doing it yourself (in-house), well, manually labeling is time-consuming and labor-intensive. Since the data labeling is considered a foundation step for a successful AI model. Businesses … Read more
Jailbreaking AI Models: It’s easy. Hundreds of millions of dollars have been thrown at AI Safety & Alignment over the years. Despite that, jailbreaking LLMs in April 2024 is easy. Oddly enough, as the LLM models become more capable and sophisticated, the jailbreaking attacks are becoming easier to perform, more effective, and frequent. Gary Marcus … Read more
Introduction: AI’s Role in Misinformation and Manipulation Artificial intelligence drastically alters the societal landscape, far surpassing its role as a mere technological innovation. The ubiquitous presence of AI-generated content on social media elevates the risk of manipulation to unprecedented levels. No longer confined to experts, these potent tools are now within the reach of the … Read more
Generative AI Music. In the last year or so, Generative AI Music has improved massively. Although early days, today you can generate some pretty decent, short duration music of all kinds with AI. If you like creating music and AI, here is a list of interesting Generative AI music stuff. Facebook AIR MusicGen. Probably one … Read more
Introduction – AI and Unintended Consequences AI and unintended consequences go hand in hand. Artificial Intelligence (AI) is undeniably transformative, offering revolutionary prospects across diverse industries. Its capabilities range from simplifying mundane tasks to solving complex problems that baffle human intelligence. However, the rapid growth of machine learning and neural networks also brings a host … Read more
Llama 3: A Watershed AI moment? I reckon that the release of Llama 3 is perhaps one of the most important moments in AI development so far. The Llama 3 stable is already giving birth to all sorts of amazing animals and model derivatives. You can expect Llama 3 will unleash the mother of all … Read more
Introduction – Dangers of AI Existential Risks. The allure of Artificial Intelligence (AI) is unmistakable, offering groundbreaking solutions in fields ranging from healthcare to transportation. This transformative potential captures our collective imagination and promises a future of efficiency and innovation. Yet, lurking behind this promise are existential risks that could alter the course of human … Read more