Scientists are striving to discover new semiconductor materials that could boost the efficiency of solar cells and other electronics. But the pace of innovation is bottlenecked by the speed at which researchers can…
Category: AI
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Can We Improve Llama 3’s Reasoning Through Post-Training Alone? ASTRO Shows +16% to +20% Benchmark Gains
Improving the reasoning capabilities of large language models (LLMs) without architectural changes is a core challenge in advancing AI alignment and usability. Researchers at Meta AI and the University of Washington have introduced…
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Securing FastAPI Endpoints for MLOps: An Authentication Guide
In today’s AI world, data scientists are not just focused on training and optimizing machine learning models.
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Skip Connections in Transformer Models
This post is divided into three parts; they are: • Why Skip Connections are Needed in Transformers • Implementation of Skip Connections in Transformer Models • Pre-norm vs Post-norm Transformer Architectures Transformer models, like other…
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A Tutorial on Using OpenAI Codex with GitHub Repositories for Seamless AI-Powered Development
When we first land in the Codex environment, it feels like stepping into a co-pilot’s seat for coding. Codex is designed to take over much of the routine or overwhelming parts of software engineering, like understanding massive…
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Crome: Google DeepMind’s Causal Framework for Robust Reward Modeling in LLM Alignment
Reward models are fundamental components for aligning LLMs with human feedback, yet they face the challenge of reward hacking issues. These models focus on superficial attributes such as response length or formatting rather than…
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Thought Anchors: A Machine Learning Framework for Identifying and Measuring Key Reasoning Steps in Large Language Models with Precision
Understanding the Limits of Current Interpretability Tools in LLMs
AI models, such as DeepSeek and GPT variants, rely on billions of parameters working together to handle complex reasoning tasks. Despite their capabilities, one…
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From Sensual Butt Songs to Santa’s Alleged Coke Habit: AI Slop Music Is Getting Harder to Avoid
AI slop is flooding every single digital platform, and music streaming services are no exception—so much so, even someone who generally avoids AI might find themselves unknowingly listening to a robot hornily singing about butts.
Take the sordid…
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DeepSeek R1T2 Chimera: 200% Faster Than R1-0528 With Improved Reasoning and Compact Output
TNG Technology Consulting has unveiled DeepSeek-TNG R1T2 Chimera, a new Assembly-of-Experts (AoE) model that blends intelligence and speed through an innovative model merging strategy. Built from three high-performing parent…
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Building a BioCypher-Powered AI Agent for Biomedical Knowledge Graph Generation and Querying
In this tutorial, we implement the BioCypher AI Agent, a powerful tool designed for building, querying, and analyzing biomedical knowledge graphs using the BioCypher framework. By combining the strengths of BioCypher, a…
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