VectifyAI Launches Mafin 2.5 and PageIndex: Achieves 98.7% Financial RAG Accuracy With New Vectorless Tree Index System.

VectifyAI Launches Mafin 2.5 and PageIndex: Achieves 98.7% Financial RAG Accuracy With New Vectorless Tree Index System.

Building a Retrieval-Augmented Generation (RAG) pipeline is easy; building that doesn’t hallucinate during the 10-K test is nearly impossible. For devs in the financial sector, the ‘standard’ vector-based RAG approach—combining text and hoping for the best—often results in a ‘text soup’ that loses the important structural context of tables and balance sheets. VectifyAI tries to … Read more

21 Things You Should Know About Karyna Shuliak, Epstein’s Girlfriend Who Dethroned Ghislaine Maxwell With Her Will

21 Things You Should Know About Karyna Shuliak, Epstein’s Girlfriend Who Dethroned Ghislaine Maxwell With Her Will

Epstein is dead. Maxwell is in prison. Many victims are still seeking justice. Meanwhile, the woman who replaced Maxwell as the primary beneficiary of his estate recently graduated from Columbia Dental School and has not spoken publicly. Karyna Shuliak is not a name most people knew before 2026. He was not named in the civil … Read more

An Overlooked Hack for Better LLM Results

An Overlooked Hack for Better LLM Results

Have you ever asked an LLM a question, changed the wording a few times, and realized the answer was wrong? If you’ve worked with tools like ChatGPT or Gemini, you may have rewritten information, added more context, or used phrases like “be concise” or “think step by step” to improve results. But what if improving … Read more

Forget Keyword Simulation: ByteDance AI Maps Molecular Bond to AI Signaling to Stabilize Long Range Operant Training and Reinforcement Learning (RL)

Forget Keyword Simulation: ByteDance AI Maps Molecular Bond to AI Signaling to Stabilize Long Range Operant Training and Reinforcement Learning (RL)

ByteDance Seed recently dropped research that could change the way we think about AI. For years, devs and AI researchers have struggled to ‘cold start’ Large-scale Language Models (LLMs) Long CoT models. Many models lose their way or fail to convey patterns during multistep reasoning. The ByteDance team found a problem: we’ve been looking at … Read more

What’s Happening on Hulu’s ‘Paradise’? Here’s a Recap Before Season 2 Begins

What’s Happening on Hulu’s ‘Paradise’? Here’s a Recap Before Season 2 Begins

ParadiseEmmy-nominated drama from This Is Us creator Dan Fogelman and starring Sterling K. Brownreturns in season 2. In the series, Brown plays Xavier Collins, the main bodyguard for former President Cal Bradford (James Marsden). When Cal is found dead, an investigation is conducted that opens Xavier’s eyes to a long conspiracy that changes everything he … Read more