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dev.to > kalio > implementing-automated-rules-based-evaluations-for-llm-applications-468j

Implementing Automated Rules-Based Evaluations for LLM Applications

Implementing Automated Rules-Based Evaluations for LLM Applications6+ min ago   (672+ words) Building software with large language models (LLM) introduces a testing problem that traditional approaches cannot solve. When a function can return different yet equally valid outputs on each invocation, how do you know if it's working correctly? This article explores a…...

Vibe Coding Forem
dev.to > sergueyasaelshinder > ai-makes-assumptions-loud-f44

AI Makes Assumptions Loud

AI Makes Assumptions Loud15+ min ago   (63+ words) Humans hide assumptions in their heads. AI turns them into output. When AI responds incorrectly, it's often revealing: what you forgot to specify what you assumed was "obvious" where your mental model is incomplete That feedback loop is valuable. It…...

Yahoo Finance
finance.yahoo.com > news > latent-ai-showcases-interoperable-edge-130300340.html

Latent AI Showcases Interoperable Edge AI Ecosystem with Sigma Defense and Abaco Systems at AFCEA West

20+ min ago   (626+ words) Latent AI, the global leader in edge AI solutions, today announced it will showcase its interoperable, full-stack edge AI ecosystem at AFCEA West next week in collaboration with Sigma Defense and Abaco Systems. Aligned with the Department of War's Modular…...

Yahoo Finance
finance.yahoo.com > news > opentrons-accelerates-enablement-ai-based-130000659.html

Opentrons Accelerates the Enablement of AI-Based Laboratory Robotics with NVIDIA

23+ min ago   (221+ words) Opentrons integrates NVIDIA Isaac and NVIDIA Cosmos physical AI software with Opentrons" global network of 10,000 laboratory robots to enable AI systems that learn from real-world biological experimentation BioNeMo provides the foundation for training and deploying AI models for biological discovery,…...

NVIDIA Technical Blog
developer.nvidia.com > blog

How to Build License-Compliant Synthetic Data Pipelines for AI Model Distillation

How to Build License-Compliant Synthetic Data Pipelines for AI Model Distillation23+ min ago   (816+ words) Specialized AI models are built to perform specific tasks or solve particular problems. But if you've ever tried to fine-tune or distill a domain-specific model, you've probably hit a few blockers, such as: These challenges often prevent promising AI projects…...

@backblaze
backblaze.com > blog > a-deeper-look-at-s3-compatible-lifecycle-rules-in-backblaze-b2

A Deeper Look at S3 Compatible Lifecycle Rules in Backblaze B2

37+ min ago   (670+ words) February 5, 2026 byBala Krishna Gangisetty // No Comments As data footprints swell and multi-cloud strategies become the norm, the complexity of managing object lifecycles'from initial creation to eventual archival or deletion'can introduce significant risk and operational overhead. To help our customers solve…...

MarkTechPost
marktechpost.com > 02/05/2026 > how-to-build-production-grade-data-validation-pipelines-using-pandera-typed-schemas-and-composable-dataframe-contracts

How to Build Production-Grade Data Validation Pipelines Using Pandera, Typed Schemas, and Composable DataFrame Contracts

How to Build Production-Grade Data Validation Pipelines Using Pandera, Typed Schemas, and Composable DataFrame Contracts46+ min ago   (264+ words) We set up the execution environment by installing Pandera and its dependencies and importing all required libraries. We confirm library versions to ensure reproducibility and compatibility. It establishes a clean foundation for enforcing typed data validation throughout the tutorial. Check…...

Quantum Zeitgeist
quantumzeitgeist.com > speed-ai-three-tier-cloud-system-balances

Three-Tier Cloud System Balances Speed And Power For AI At The Edge

Three-Tier Cloud System Balances Speed And Power For AI At The Edge56+ min ago   (500+ words) This multi-protocol approach introduces resource consumption overhead, particularly on constrained devices, and increases maintenance and development complexity. Researchers focus on the capabilities and exploitation of Edge-AI within the cloud continuum, including the execution of AI models at the edge and…...

BIOENGINEER.ORG
bioengineer.org > polymer-collapse-unveiled-water-bridges-tug-the-strings

Polymer Collapse Unveiled: Water Bridges Tug the Strings

Polymer Collapse Unveiled: Water Bridges Tug the Strings1+ hour, 8+ min ago   (838+ words) Water Pulls the Strings: Decoding the Intricate Dance of Polymers and Water Molecules Polymers, ranging from the vast array of proteins essential to life to synthetic materials engineered for cutting-edge applications, owe much of their dynamic behavior to their interaction…...

BIOENGINEER.ORG
bioengineer.org > new-b-vhit-classification-framework-boosts-accuracy-in-differentiating-peripheral-and-non-peripheral-vertigo

New B-vHIT Classification Framework Boosts Accuracy in Differentiating

New B-vHIT Classification Framework Boosts Accuracy in Differentiating1+ hour, 9+ min ago   (283+ words) Another innovative facet of the framework lies in assessing catch-up saccades" dynamic traits'reflexive eye movements that "catch up" gaze in response to an impaired VOR. Parameters such as timing, amplitude, and frequency of catch-up saccades are integrated into the algorithm,…...