VQV Signal

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Scale AI Labs says Inkling 2 Small ranks second on SWE Atlas QnA 1.1

According to a post on X by @ScaleAILabs, Scale AI Labs congratulated Thinking Machines on Inkling 2 Small and said the model ranks second on SWE Atlas QnA 1.1. The post also says Inkling 2 Small performs on par with Kimi-K3 on the full SWE-Bench Pro V2 set and with GPT-5.6 Terra on the hard subset. A follow-up points to labs.scale.com/leaderboard for more results. The available text is cut off before the full details.

Source: Scobleizer News Pulse (X) · x.com Found via Robert Scoble’s Scobleizer News Pulse · a post on X, not independently verified Published 2026-11-06T01:40:00+00:00 Detected 2026-11-06T18:21:04+00:00
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According to a post on X by @ScaleAILabs, Scale AI Labs congratulated Thinking Machines on Inkling 2 Small and said the model ranks second on SWE Atlas QnA 1.1. The post also says Inkling 2 Small performs on par with Kimi-K3 on the full SWE-Bench Pro V2 set and with GPT-5.6 Terra on the hard subset. A follow-up points to labs.scale.com/leaderboard for more results. The available text is cut off before the full details.

AI-assisted summary based on the listed source.

Scale AI Labs congratulates Thinking Machines on Inkling 2 Small and says the model ranks second on SWE Atlas QnA 1.1 and performs on par with Kimi-K3 on the full SWE-Bench Pro V2 set and with GPT-5.6 Terra on the hard subset. A follow-up points to labs.scale.com/leaderboard for more results. Why it matters:...

The claims concern agentic coding, where models are tested on multi-step software tasks that developers care about when choosing tools. The results come from a social post, and VQV has not checked them against the full leaderboard data. Readers evaluating coding models should look at the leaderboard directly for the complete rankings.

Signal Strength 93% Technical label WATCH Public Interest 50 Category RESEARCH Reader Depth TECHNICAL

Signal Strength reflects source quality, relevance, freshness and evidence. Public Interest helps organize discovery; it is not proof of truth.

Public Interest components
Recognizable Entity Score 60 Practical Impact Score 8 Novelty Interest Score 94 Consequence Score 46 Curiosity Score 16 Shareability Score 59

VQV surfaced this signal because it is recent, relevant to AI Coding Tools, connected to Scobleizer News Pulse (X).