TALOS-V2 brings AI inference to FPGA hardware, running Karpathy's microGPT at a blazing 50,000 tokens per second on a DE1-SoC Cyclone V board using fixed-point arithmetic and SystemVerilog RTL, complete with real-time controls and token output on onboard displays.
IBM launches Granite 4.1, its most expansive AI model family yet, featuring small language, vision, speech, embedding, and safety models built for enterprise use, all released under an Apache 2.0 license with state-of-the-art performance across document understanding, multilingual transcription, and harm detection.
AI engineers are ditching LangChain and similar frameworks for native agent architectures, as production failures reveal critical flaws including poor debuggability, hidden failure points, and compounding latency issues that make reliable, SLA-compliant AI systems nearly impossible to maintain.
Anthropic's Claude AI is now integrated into Autodesk Fusion, allowing engineers and creators to build 3D models using simple natural language prompts, bridging the gap between ideas and manufacturable designs.
Millions of self-hosted LLM users are squandering their local AI's true power by treating it like a basic chatbot, when it can instead serve as a silent, privacy-first backend engine capable of automating workflows, controlling smart home systems, and managing entire tasks autonomously without cloud dependency or rate limits.
Codex CLI v0.128.0 launches with a groundbreaking /goal command that keeps AI agent sessions alive through restarts and multi-hour pauses, completing a 6-hour 44-minute TypeScript monorepo task with just 41 minutes of actual compute time and a 94% cache hit rate.
Cursor engineers have slashed unexpected tool call errors by 10x in a single sprint by combining AI-driven evaluations, A/B testing, anomaly detection, and custom model tuning to sharpen their agent harness and prepare for a multi-agent future.
Anthropic launches Claude Security in public beta while facing White House pushback over expanding its more powerful Mythos model, as both Anthropic and OpenAI race to deploy cutting-edge cybersecurity AI tools while restricting access to their most capable models amid growing national security concerns.
OpenAI and AWS are launching a major enterprise partnership, bringing OpenAI models and agentic tools—including Codex—to Amazon Bedrock in a move that directly challenges Anthropic's growing dominance in the enterprise AI market.
Chip Huyen's GitHub repository 'aie-book,' supporting her 2025 O'Reilly book 'AI Engineering,' surpasses 15,400 stars and 2,200 forks, offering developers a comprehensive hub covering prompt engineering, RAG, agent building, finetuning, and hallucination mitigation for foundation model development.