Soham Mazumdar is the Co-Founder and CEO of WisdomAI, a company at the forefront of AI-driven solutions. Prior to founding WisdomAI in 2023, he was Co-Founder and Chief Architect at Rubrik, where he played a key role in scaling the company over a 9-year period. Soham previously held engineering leadership roles at Facebook and Google, […]
AI is expanding rapidly, and like any technology maturing quickly, it requires well-defined boundaries – clear, intentional, and built not just to restrict, but to protect and empower. This holds especially true as AI is nearly embedded in every aspect of our personal and professional lives. As leaders in AI, we stand at a pivotal
Why this breakthrough matters Dynamical-generative downscaling represents a significant step towards obtaining comprehensive future regional climate projections at actionable scales below 10 km. It makes downscaling large ensembles of Earth system models computationally feasible — our study estimates computational cost savings of 85% for the 8-model ensemble tested, a figure that would increase for larger
Yomi Tejumola is the Founder and CEO of Algomarketing, a company focused on helping enterprise teams integrate AI-proficient talent to drive transformation and unlock growth. With a background as a data scientist and marketing technologist, Tejumola spent over a decade working with leading global enterprises to optimize operations, automate workflows, and generate data-driven insights. Over
Agentic artificial intelligence (AI) represents the next frontier of AI, promising to go beyond even the capabilities of generative AI (GenAI). Unlike most GenAI systems, which rely on human prompts or oversight, agentic AI is proactive because it doesn’t require user input to solve complex, multi-step problems. By leveraging a digital ecosystem of large language
In the shifting world of artificial intelligence, one of the most profound transformations is occurring in how we search for and discover information. AI-driven platforms, especially generative AI models like OpenAI’s ChatGPT, Google’s Gemini, and Perplexity AI, are redefining what it means to be “searchable.” As these tools reshape search behavior, the ripple effects are
A groundbreaking new study from computer vision startup Voxel51 suggests that the traditional data annotation model is about to be upended. In research released today, the company reports that its new auto-labeling system achieves up to 95% of human-level accuracy while being 5,000x faster and up to 100,000x cheaper than manual labeling. The study benchmarked
Are action-based preferences necessary? One of the key factors of ACT is that the contrastive pairs highlight differences between conversational actions. In “ACT w/ Random Actions”, we additionally examine the importance of action selection by randomly sampling both the winning and losing action when constructing the preference pair, and observe this underperforms normal ACT. Do
There’s a strange loop taking over social media right now. Scroll through TikTok, YouTube Live, or Instagram, and you’ll see a parade of “digital marketing experts” promoting their latest PDF guide, online course, or coaching program. What’s it about? Digital marketing. But not the kind that helps actual businesses improve performance, it’s a course on
Making these algorithms work for LLMs If we run these algorithms “out-of-the-box” for LLMs, things go badly. So, we came up with optimizations to the algorithms that fix the key issues with running them “out-of-the-box”. For ELS, we had to go from example-level DP guarantees to user-level DP guarantees. We found that previous work was
