Explore articles, guides, and analysis on autonomous AI systems, practical workflows, and the future of agentic intelligence.
Showing 25 to 31 of 31 articles
Why 2026 feels like a tipping point for 4‑bit LLMs The past 18 months have moved quantization from academic curiosity to operational decision: algorithmic advan...
Why April 2026 pivoted on-device AI into operations April 2, 2026 was a turning point for on-device intelligence: Google published the Gemma 4 family under an A...
Federal pre‑deployment testing is changing engineering tradeoffs In early May 2026 the U.S. federal government moved from signaling to operational testing: agre...
Observability as product quality for agentic AI On 2026-05-06 the market for agentic AI — multi-step, tool-enabled systems that act on behalf of users — is matu...
Why this moment matters In April–May 2026 the AI stack tilted from purely research debate to operational urgency. Anthropic’s gated "Mythos" preview, withheld f...
As of 2026-05-04: why deployment location now matters Two converging forces—accelerating supply of frontier models and tightening EU regulatory timelines—are ch...
Why the past six weeks matter Two converging developments have accelerated the shift from experimental assistants to production agentic systems: OpenAI's April...
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