July 14, 2026· ~4 min readInkling: Thinking Machines' 1 Trillion Parameter Multimodal Open Model # Inkling: Thinking Machines' 1 Trillion Parameter Multimodal Open Model On 15 July 2026, Thinking Machines released Inkling, a ~1-trillion-paramete
July 12, 2026· ~15 min readClaude Fable 5 and Mythos 5: Anthropic's Mythos-Class Models — Technical Analysis On June 9, 2026, Anthropic launched Claude Fable 5 and Claude Mythos 5 — two configurations of the same underlying model that define a new capability
July 12, 2026· ~4 min readLaguna S 2.1: Poolside's 118B Agentic Coding Model That Fits on a Single DGX Spark # Laguna S 2.1: Poolside's 118B Agentic Coding Model On 21 July 2026, Poolside released Laguna S 2.1, a 118-billion-parameter Mixture-of-Experts mod
July 11, 2026· ~4 min readAether-7B-5Attn: A Fully Open Sovereign Foundation Model with Heterogeneous Attention # Aether-7B-5Attn: A Fully Open Sovereign Foundation Model On 19 July 2026, VIDRAFT, a single Korean AI startup, released Aether-7B-5Attn — a founda
July 11, 2026· ~5 min readLLM Observability and Eval-Driven Development LLMs are probabilistic systems. Unlike a REST API that returns the same output for the same input every time, an LLM call can drift, degrade, or hall
July 11, 2026· ~4 min readLLM Runtime Monitoring: OpenTelemetry GenAI and Production Debugging LLM applications introduce new failure modes. A 200 OK response can hide a hallucination, a degraded prompt template can silently reduce quality, and