AI Agents
Meta’s Muse Glimmer: A 30B Open Model Built for Local Agents
Muse Glimmer is Meta’s 30B multimodal open model for local agent work. Its unusually lean KV cache is the part worth watching when a task runs long.
Topic
AI Agents
Tool use, agent systems, evaluation, deployment, and the model releases that shape them.
AI Agents
Agent Harness, Loops, and Graphs: Three Jobs Production AI Systems Should Not Confuse
A practical way to tell whether an agent needs a safer runtime, a better feedback loop, or explicit workflow control.
AI Agents
What WorkBuddy Reveals About Chinese Models in Agent Workflows
For readers outside China, the useful signal is not a leaderboard position. It is how a workplace agent combines model routing, tool execution and a familiar office workflow into one product surface.
AI Agents
Context Engineering Is the Real Interface for an AI Agent
Memory, repository instructions and tool permissions are not housekeeping. They decide what an agent can know, what it may do, and whether its work remains reviewable after the conversation ends.
Industry reporting
DeepSeek’s Reported Four-Hour Investor Meeting: What Is Verifiable
A reporting-based review that separates news coverage from an official DeepSeek announcement or confirmed meeting transcript.
AI Agents
What Anthropic’s Economic Index Connector Can—and Cannot—Show
The connector makes Anthropic’s usage data easier to query. It does not turn that dataset into a complete view of the labor market.
Industry reporting
Baidu’s Reported 2026 OKRs: Signals for AI Commercialization
A clearly attributed reading of reporting on Baidu’s internal OKRs and what it may indicate about AI commercialization priorities.
Model releases
Kimi K3: What Moonshot Has Announced So Far
A source-first reading of Moonshot’s Kimi K3 announcement, documentation, and the questions that still need the technical report.
Model releases
GPT-5.6: OpenAI’s July Release, Availability and Product Changes
A concise source list for OpenAI’s July GPT-5.6 release and the product-specific availability details readers should verify.
Model releases
Qwen3.5: Native Multimodal Agents, Explained
What Alibaba has released, what its architecture claims mean in practice, and which details belong to provider-reported evaluation.