Ai

Qwen3.8-27B runs on a surprising range of hardware – but how fast, really? Baseline vs. community-tuned benchmarks (as of Aug 19, 2026): an RTX 3090 pushing ~1,000 tok/s across 64 parallel streams, an RTX 5090 at 148 tok/s, a DGX Spark at 210 tok/s aggregate, DFlash 2 at 3.4x on the H200 – plus RTX 5080 laptop, Mac mini, MacBook Pro, Mac Studio and AMD Strix Halo with prefill, decode and concurrency.

DeepSeek-V4-Pro-0813 went GA on August 13, posting a Terminal-Bench 2.1 score of 87.9% — the first open-weight model to beat a frontier closed model on that benchmark. But the GA weights aren't on Hugging Face, a 264% price hike hits August 16, and several self-reported benchmarks still await independent replication.

Z.ai's GLM-5.3 keeps the same 743B base model as GLM-5.2 but extracts massive gains through post-training scaling alone. Terminal-Bench 3.0 jumps 514%, and unexpected cyber capabilities have already found 2,436 real-world vulnerabilities.

Meta's Muse Glimmer is a 30B-parameter open-weight model distilled from Muse Spark, shipped under Apache 2.0 and optimized for local agent workflows — tool calling, multi-step reasoning, failure recovery, and multimodal understanding on consumer hardware.

AI stopped being a line item and became a meter. Inside the 2026 AI budget crisis — from $100/month to a reported $500M — and the cost governance that fixes it.

Anthropic cut off OpenClaw from Claude subscription access on April 4, 2026 with 24 hours notice. What happened, why developers should care, and what it means for AI infrastructure decisions.

Claude Code hit $2.5B ARR in February 2026 — up 2.5x in three months. Here's what this revenue milestone means for builders choosing their dev stack in 2026.

73% of German SMEs using AI rely primarily on generative AI like ChatGPT. The real ROI levers lie elsewhere. Current data, concrete use cases, and a 5-step roadmap.

Berlin has quietly become one of the most important AI hubs in the world. With 190+ AI startups, .5B in funding, and world-class research institutions, here's why Berlin is Europe's undisputed AI powerhouse in 2026.

OpenAI launched the Codex App for macOS - a desktop application for multi-agent coding. Everything about installation, skills, automations, and how it compares to Claude Code.

A new study proves AGENTS.md files reduce AI coding agent runtime by 28.6% and token usage by 16.6%. We use AGENTS.md daily — here is the definitive practical guide.

MCP connects agents to tools. ACP connects agents to each other. Together they form the communication stack for next-gen AI systems. Full comparison with code examples.