AI architecture is the foundation of every modern AI system. In this category, you’ll find detailed analyses of the structure of language models, context-aware protocols, RAG systems, and autonomous AI agents. We explain complex technical concepts in an accessible and expert manner—from the architecture of small OCR models to complex cloud inference platforms.
Last updated: April 2026 Since Ollama v0.14 (January 2026), Claude Code can connect directly to local open-source models via the Anthropic Messages API compatibility layer — no proxy needed, no API costs. You set two environment variables, pull a model like Gemma 4 or Qwen3-Coder, and run claude –model gemma4. If your hardware is too … Read more
Last updated: April 2026 Mixture of Experts (MoE) is a neural network architecture that splits each feed-forward layer into multiple parallel “expert” sub-networks and routes every input token to only 1–2 of them. The result is a sparse model: total parameter count can reach hundreds of billions, but compute per token stays equivalent to a … Read more
Last updated: April 2026 Anthropic’s Advisor Strategy is a server-side tool (advisor_20260301) that lets a cheap executor model — Sonnet 4.6 or Haiku 4.5 — consult Claude Opus 4.6 for guidance inside a single API call, with no extra orchestration layer. In benchmarks, Haiku with an Opus advisor more than doubled its standalone score (19.7 … Read more
Anthropic’s 3.5 GW Google TPU Deal: 7 Things to Know About the 2027 Compute Bet Last updated: April 2026 · By DecodeTheFuture.org Anthropic signed a three-way agreement with Google and Broadcom for approximately 3.5 gigawatts of next-generation Google TPU capacity coming online from 2027, on top of the 1 GW already deploying in 2026. The … Read more
Last updated: April 2026 · By DecodeTheFuture.org DeepSeek R2 is a 32-billion-parameter open-weight reasoning model released in April 2026. It scores 92.7% on AIME 2025, runs on a single 24 GB consumer GPU, and undercuts Western frontier reasoning APIs by roughly 70% on token cost — a dramatic pivot from the long-rumored 1.2T MoE design … Read more
Last updated: April 2026 · By DecodeTheFuture.org Project Glasswing is an industry-wide cybersecurity initiative announced by Anthropic in April 2026, uniting AWS, Apple, Broadcom, Cisco, CrowdStrike, Google, JPMorganChase, the Linux Foundation, Microsoft, NVIDIA, and Palo Alto Networks. Partners get access to Claude Mythos Preview — an unreleased frontier model that has already found thousands of … Read more
Last updated: April 2026 AI Agent Traps are adversarial content elements embedded in websites, documents, and APIs — engineered to manipulate, deceive, or hijack autonomous AI agents navigating the open web. A March 2026 Google DeepMind paper introduced the first systematic framework, identifying 6 attack categories that target perception, reasoning, memory, action, multi-agent dynamics, and … Read more
Last updated: April 2026 TradingView MCP Jackson is an open-source MCP server that connects Claude Code (or any MCP client) to your locally running TradingView Desktop app via Chrome DevTools Protocol. It exposes 81 tools — from automated morning briefs and indicator reading to Pine Script development and replay-mode backtesting — all running locally with … Read more
Last updated: April 2026 A vector database is a storage system optimized for indexing and searching high-dimensional numerical representations (embeddings) of text, images, or audio. Instead of matching exact keywords, it finds semantically similar items using approximate nearest-neighbor (ANN) algorithms like HNSW — making it the core retrieval engine behind every production RAG pipeline and … Read more
Last updated: April 2026 Memvid is an open-source memory layer that packages data, embeddings, search indexes, and metadata into a single portable .mv2 file — replacing traditional RAG pipelines and vector databases entirely. Written in Rust (v2.0, rewritten from Python), it achieves 85.7% accuracy on the LoCoMo benchmark (+35% vs. the industry average), 0.025ms P50 … Read more