The SwiftInference Blog

AI insights, industry analysis, and technical guides

Industry Spotlight 4 min read

How AI Inference Is Transforming Education & EdTech in 2026

AI-powered inference is reshaping how students learn and institutions operate, from personalised tutoring engines to real-time assessment tools. Here's what the education sector is actually deploying—and what it costs to run it at scale.

AI News 4 min read

AI News Digest: Gemma 4, OpenAI's TBPN Deal & More

Google drops its latest open-weight Gemma 4 models, OpenAI makes a media acquisition, and AMD enters the local LLM race. Here's everything that matters in AI this week.

Industry Spotlight 4 min read

How AI Inference Is Transforming Cybersecurity in 2026

AI-powered inference is reshaping how security teams detect threats, respond to incidents, and manage risk at machine speed. Here's what the cybersecurity sector is actually deploying — and why inference performance has become a strategic differentiator.

AI News 4 min read

AI Agents, Chip Design, and Claude's Chaotic Week

From Anthropic's accidental GitHub takedown to AMD's open-source LLM server and a $60M bet on AI-designed chips, the past 48 hours have been dense with consequential AI developments. Here's what technical decision-makers need to know.

Industry Spotlight 4 min read

How AI Inference Is Transforming Media & Entertainment in 2026

From real-time content personalisation to AI-assisted production workflows, media and entertainment companies are deploying inference at unprecedented scale. Here is what the adoption landscape looks like today and why inference performance is now a strategic differentiator.

AI News 4 min read

AI Digest: OpenAI's $852B Valuation, 1-Bit LLMs, and More

OpenAI closes a landmark funding round at an $852 billion valuation while 1-bit LLM architectures inch closer to commercial viability. This week's digest also covers a critical AI-assisted kernel exploit and a major cyberattack on open-source AI infrastructure.

Technical Guide 5 min read

Run LLM Inference on CPU with llama.cpp and a REST API

Learn how to build a fully local, CPU-based LLM inference server using llama.cpp and a lightweight REST API wrapper. This tutorial walks you through every step, from model download to serving real HTTP requests.

AI News 4 min read

AI Digest: Claude Code Leak, Ollama MLX & Google's Time-Series Model

From a significant source code leak affecting Anthropic's Claude Code to Ollama's new MLX-powered performance on Apple Silicon, the past 48 hours have been eventful for AI infrastructure. Google's new time-series foundation model and surging Claude Code usage round out a packed news cycle.

Industry Spotlight 4 min read

How AI Inference Is Reshaping E-Commerce & Retail in 2026

AI inference is no longer a back-office experiment in retail — it is the operational backbone driving personalisation, pricing, and fulfilment at speed. This analysis examines where adoption stands today and why inference performance is now a competitive differentiator.