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Beckman Coulter Life Sciences Partners with Automata to Accelerate AI-Ready Laboratory Automation
19+ min ago (233+ words) The partnership is part of a larger investment in which Danaher Ventures will participate in Automata's Series C funding round and join the company's board of directors, strengthening alignment and long-term support for joint innovation. The goal of the collaboration…...
New data tool boosts preparedness for potentially deadly flooding
24+ min ago (1090+ words) A new tool spearheaded by Northeastern University interfaces with NOAA's National Water Model to deliver historic and forecasted flood data to community members involved in flood and emergency preparedness. When extreme weather strikes, the preparations of emergency planners can have…...
Poetiq nabs $45.8M in seed funding for its LLM-enhancing ‘meta-system’
51+ min ago (547+ words) UPDATED 18:43 EST / JANUARY 30 2026 Poetiq Inc., a startup working to make artificial intelligence large language models more capable and cost-efficient, has raised $45.8 million in seed funding. FYRFLY Venture Partners and Surface Ventures jointly led the investment, which was announced on Thursday....
How Logistic Regression Really Reduces Customer Churn
1+ hour, 50+ min ago (478+ words) Logistic Regression ML --> churn risk decision signal Most businesses don't lose customers because of one big failure.They lose them because no one recognized churn risk early enough to act. Usage slowly drops. Support interactions increase. Payments slip. Nothing looks…...
Dmcl Achieves Robust Dai-Tir Performance By Eliminating Hallucinated Visual Cues
1+ hour, 51+ min ago (467+ words) Researchers have developed a new training framework, Diffusion-aware Multi-view Contrastive Learning, which improves text-to-image generation by filtering out misleading visual cues created during the diffusion process and focusing on the user's original intent, resulting in up to a 7. https://quantumzeitgeist.com/wp-content/uploads/Image_fx-73-14.jpg Researchers…...
Benchmark For AI-Aided Chip Design That Evaluates LLMs Across 3 Critical Tasks (UCSD, Columbia)
1+ hour, 51+ min ago (288+ words) Researchers at UCSD and Columbia University published "ChipBench: A Next-Step Benchmark for Evaluating LLM Performance in AI-Aided Chip Design." Abstract "While Large Language Models (LLMs) show significant potential in hardware engineering, current benchmarks suffer from saturation and limited task diversity,…...
NLP Models Demonstrate Single-Nodal Symmetry Breaking During Pre-Training And Fine-Tuning
1+ hour, 56+ min ago (618+ words) Researchers have discovered that artificial intelligence models, like BERT, spontaneously develop internal specialisations during training, with individual components learning to focus on specific tasks or tokens, ultimately enhancing overall performance through collaborative learning rather than simply averaging individual abilities. https://quantumzeitgeist.com/wp-content/uploads/Image_fx-72-14.jpg…...
Exploring Cross Entropy (Part 2): Understanding Total Cross Entropy and Loss with a Python Example
2+ hour, 13+ min ago (285+ words) In the previous article, we went through cross entropy for backpropagation in the case of Softmax. In this article, we will compute the total cross entropy. When we calculate the cross entropy, we get the following values: Setosa = 0.56 Virginica = 0.54 Versicolor…...
Leggett-Garg Inequality Violation Demonstrates Nonclassicality In Photon-Graviton Conversion Experiments
2+ hour, 17+ min ago (235+ words) Researchers have demonstrated that measuring correlations within a superposition of photons and gravitons, created by converting photons in a magnetic field, can violate a fundamental quantum limit, potentially offering a new way to explore the nature of gravity itself. https://quantumzeitgeist.com/wp-content/uploads/Image_fx-70-15.jpg…...
Even tech skeptics can cheer AI's promise in decoding the 'dark genome"
2+ hour, 24+ min ago (307+ words) Alphabet CEO Sundar Pichai speaks about Google DeepMind at a Google I/O event in Mountain View, California, in May 2023.DeepMind's platform works well for predicting some gene functions, but not all of them. Credit: AP/Jeff Chiu Google DeepMind,…...