Ornith-1.0, released by DeepReinforce.ai in late June, reported strong benchmark results: the 397B variant achieved 77.5 on Terminal-Bench 2.1 and 82.4 on SWE-Bench Verified, outperforming Claude Opus 4.7 and comparable open models of similar size. Is Ornith just another leaderboard contender, or does it …

GLM-5.2 has generated significant interest since its release earlier this month. It combines strong published benchmark results with a 1M-token context window and open-weight availability under the MIT license. This has enabled hosted access and local quantisation options for high-memory systems.

Z.ai's published benchmark card for GLM-5.2 …

People often argue that AI, like many of the technologies that preceded it, will simply augment the workforce—and while some jobs will be replaced, many new jobs will be created.

I agree with that broad view, but I think it misses something important: AI is no longer just a …