Category: AI Engineering - Page 2

Apr, 25 2026

AdamW vs Adafactor vs Lion: Choosing the Best LLM Optimizer

Emily Fies

Compare AdamW, Adafactor, and Lion optimizers for LLM training. Learn about memory overhead, convergence speed, and which one to choose for your training pipeline.

Apr, 24 2026

Stochastic Depth and Regularization for Deep Transformer LLMs

Emily Fies

Explore how stochastic depth and advanced regularization techniques prevent overfitting and improve generalization in deep transformer-based LLMs.

Apr, 22 2026

Product Design with Multimodal Generative AI: Rapid Prototypes and Iterations

Emily Fies

Learn how multimodal generative AI transforms product design, using text, images, and 3D data to create rapid prototypes and accelerate design iterations.

Apr, 21 2026

How to Prevent OOM Errors in Large Language Model Inference

Emily Fies

Learn how to prevent OOM errors in LLM inference using memory planning, CAMELoT, and sparsification to run larger models on existing hardware.

Apr, 16 2026

How to Optimize Cloud Costs for Generative AI: Scheduling, Autoscaling, and Spot Instances

Emily Fies

Learn how to slash your Generative AI cloud bills using intelligent scheduling, AI-specific autoscaling, and spot instances. Stop overprovisioning and start optimizing.

Apr, 15 2026

Cross-Attention in Encoder-Decoder Transformers: How Conditioning Works

Emily Fies

Explore how cross-attention enables LLMs to condition outputs on encoder context, the core mechanism behind machine translation and multimodal transformers.

Apr, 14 2026

Request Prioritization and SLAs for Enterprise LLM Endpoints

Emily Fies

Learn how to manage LLM request prioritization and maintain strict SLAs in enterprise environments using vLLM, AI gateways, and tail-latency optimization.

Apr, 10 2026

Image-to-Text in Generative AI: Boosting Accessibility with AI-Generated Alt Text

Emily Fies

Explore how image-to-text generative AI is transforming web accessibility. Learn about CLIP, BLIP, and the balance between automated alt text and human review.

Apr, 9 2026

UI Patterns for Trustworthy Generative AI: Show Sources and Last Updated Dates

Emily Fies

Learn how to reduce AI hallucination risk using UI patterns like source citations, last updated dates, and confidence scores to build user trust.

Apr, 8 2026

LLM API Costs: A Guide to Per-Token Pricing

Emily Fies

Learn how per-token pricing works for LLM APIs. Discover why output costs more than input, how tokenization affects your bill, and practical tips to reduce AI costs.

Apr, 7 2026

Hiring for LLM Teams: Essential Skills and Talent Strategy for 2025

Emily Fies

Master your AI talent strategy for 2025. Discover the critical technical skills, RAG and LLMOps specializations, and hiring frameworks needed to build high-performing LLM teams.