Amazon Nova Multimodal Embeddings + S3 Vectors: Crossmodal Visual and Text Search for Retail

Crossmodal search with Amazon Nova Multimodal Embeddings TL;DR One unified embedding model can map text, images, audio and video into the same vector space so you can compare them directly—no more stitching separate image and text pipelines. Amazon Nova Multimodal Embeddings (via Amazon Bedrock) + S3 Vectors lets you build crossmodal visual search and mixed […]

How Beekeeper Built an LLM Leaderboard, Model Routing and Prompt Mutation on Amazon Bedrock

How Beekeeper built an LLM leaderboard and model routing on Amazon Bedrock TL;DR (executive summary) Beekeeper turned model selection and prompt tuning into a continuous, automated loop: an LLM leaderboard that scores model+prompt pairs, routes live traffic to winners, and personalizes results per customer group. They combine programmatic checks (compression ratio, action-item extraction, embeddings) with […]

Make Large LLMs Run Like Agents: Deploy AWQ & GPTQ PTQ on Amazon SageMaker for 2–8× Savings

Make Large LLMs Run Like Agents: PTQ, AWQ, GPTQ, and Deploying on Amazon SageMaker TL;DR: Post-training quantization (PTQ) — chiefly AWQ and GPTQ — compresses large language models 2–8× so you can serve high-quality LLMs on smaller, cheaper GPU instances without retraining. Expect ~30–70% GPU memory reduction, often 2×+ throughput improvements, and much lower cost-per-token. […]

Quantum Computing Threatens Bitcoin: 6.5M BTC Exposed – Post‑Quantum Action for Custodians

Quantum Computing and Bitcoin: Two Real Paths That Could Unsettle Crypto Security Executive summary Quantum computing has moved from theoretical curiosity to a recognizable balance-sheet risk for institutions holding Bitcoin. Two realistic attack vectors exist: one targets signatures (the biggest worry) and the other could modestly accelerate brute-force tasks like mining. Coinbase research led by […]

CES 2026: Displays Dazzle but the Big Shift Is AI Agents and Edge Intelligence

CES 2026: Displays stole the show, but the bigger story was intelligence moving to the edge CES 2026 made one thing obvious for business leaders: dazzling displays still command premium attention, but the strategic signal is that AI agents and edge intelligence are graduating from demos into products — from memory‑aware wearables to household robots […]

MACROS: Generative AI on Amazon Bedrock for Scalable, Auditable Medical Content Review

MACROS: Generative AI for Scalable Medical Content Review Executive summary Problem: Thousands of medical articles need continual verification; manual review is slow, inconsistent, and risky for a consumer health product. Solution: MACROS (Medical Automated Content Review and Revision Optimization Solution) uses Amazon Bedrock and AWS services to extract rules from guidelines, scan content, flag non‑adherent […]