Moonshot's blog says K3.1 Pro scores 65.7% on Terminal-Bench 4.0 (versus 58.2% for GPT-6 Astra and 66.4% for Claude Opus 5.5), has a 1M-token context and a Highspeed variant, and will have open weights by Nov 4, with cyber-specific training data remov...
VQV Signal
OPEN SOURCE
WATCH
TECHNICAL
Kimi K3.1 Pro: early cost and serving math from the lists
Moonshot's blog says K3.1 Pro scores 65.7% on Terminal-Bench 4.0 (versus 58.2% for GPT-6 Astra and 66.4% for Claude Opus 5.5), has a 1M-token context and a Highspeed variant, and will have open weights by Nov 4, with cyber-specific training data remov...
Moonshot's blog says K3.1 Pro scores 65.7% on Terminal-Bench 4.0 (versus 58.2% for GPT-6 Astra and 66.4% for Claude Opus 5.5), has a 1M-token context and a Highspeed variant, and will have open weights by Nov 4, with cyber-specific training data removed from the open release. List members focused on economics:...
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Signal Strength 95%
Technical label WATCH
Public Interest 46
Category OPEN SOURCE
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 18
Novelty Interest Score 94
Consequence Score 18
Curiosity Score 0
Shareability Score 61
VQV surfaced this signal because it is recent, relevant to LLM Inference, connected to Scobleizer News Pulse (X).
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