The LGTM (Page 27)

The LGTM

Sign in Subscribe

Agent Benchmarks Just Stopped Measuring Models and Started Measuring the Data Center

Agent Benchmarks Just Stopped Measuring Models and Started Measuring the Data Center

Agent benchmarks are growing up, which means they are getting less flattering and more useful. NVIDIA’s latest post around Artificial Analysis’ new AA-AgentPerf benchmark looks, at first glance, like the usual hardware victory lap: Blackwell GB300 NVL72 beats older systems by a lot, the chart goes up and to

Qwen Code’s Newest Main-Branch Work Is About Surviving Real Agent Operations

Qwen Code’s Newest Main-Branch Work Is About Surviving Real Agent Operations

Qwen Code’s most interesting work today is not a benchmark, a model card, or another “look, it can edit files” demo. It is a cluster of main-branch patches about how an agent behaves when the world gets annoying: rate limits, dropped streams, browser refreshes, memory pressure, native computer-use drivers,

MiniMax M3 on NVIDIA Is a Long-Context Infrastructure Test, Not a Prompt-Box Flex

MiniMax M3 on NVIDIA Is a Long-Context Infrastructure Test, Not a Prompt-Box Flex

The least interesting thing about MiniMax M3 is that it has a 1M-token context window. Giant context windows are now the AI industry’s favorite spec-sheet flex: impressive, expensive, and frequently misused. The more interesting story is that NVIDIA is treating MiniMax M3 as an infrastructure problem instead of a

Qwen Code 0.18 Turns the CLI Into an Agent Runtime With Desktop, Daemon, Teams, Workflows, and Cron

Qwen Code 0.18 Turns the CLI Into an Agent Runtime With Desktop, Daemon, Teams, Workflows, and Cron

Qwen Code 0.18 is what happens when a terminal coding assistant starts admitting it wants to be an agent runtime. The release is too large to read as a normal changelog. Desktop app, daemon mode, ACP bridge, Agent Team, workflow scripts, cron loops, tool-output truncation, telemetry, cross-session rewind, plan-mode