Model Launch Tracking with X APIs and LLM Agents: A Verifiable Workflow
A practical workflow for tracking AI model launches with X discovery, primary-source checks, and LLM-assisted evidence packets using SandBase.
Tag: #llm
DeepSeek V4 Pro Goes GA: 2% of Fable 5's Price
DeepSeek V4 Pro 0813 exits preview quietly. 1.6T params MoE, 49B active, 1M context, priced at $0.87/M output — less than 2% of Claude Fable 5.
Meta Muse Glimmer: 30B Open-Weight AI for Laptops
Meta announces Muse Glimmer, a 30B parameter open-weight model family designed to run on laptops and consumer devices—challenging cloud-only AI with on-device intelligence.
Best Open-Weight LLMs for AI Agents (2026): Cost & Self-Hosting
Compare the best open weights LLMs for AI agents in 2026: DeepSeek V4, openPangu-2.0-Pro, Llama 4 Maverick, cost, context, benchmarks, and self-hosting fit.
Best Models for Autonomous Agents (2026)
A tiered model recommendation for autonomous agents in 2026: which model for planning, execution, classification, and when to cascade across tiers.
Claude Opus 4.7 for Agents: Why It's the Coding King in 2026
Claude Opus 4.7 for AI agents in 2026: SWE-bench numbers, where it wins on coding tasks, what it costs, and when to reach for a cheaper model.