Observed Signal · Oct 1, 2026 · Market Signal · Source: Creandum · Impact: 2/5
A VC's AI Brain: Moving from Answering to Acting
A follow-up to A VCs AI Brain Part One, published back in June. Same system, but significantly further, three months of progress.
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Recent verified developments and strategic activity across this market segment.
Building an AI Operating System for Venture Capital
New thought piece published on 29.9.2026 about building an AI operating system for venture capital, from automation to a compounding flywheel of memory, judgment, and outcomes.
AI Advances: Fable GPU Kernel, Automation, and OSWORLD 2.0
Import AI reports several AI-research developments: Fable wrote a high-performance GPU 'megakernel' that achieved an 18.71x speedup on an RTX PRO 6000 Blackwell versus an optimized PyTorch baseline in KernelBench‑Mega; the Remote Labor Index (RLI) shows frontier models' success at end-to-end online freelance tasks rising from 2.5% (Oct 2025) to 16.1% (July 2026), with Fable 5 scoring 16.1%; OSWORLD 2.0, a long‑horizon benchmark created by multiple universities and organizations, evaluates agents on 108 multi-hour, multi-program computer-use tasks and finds current agents far from reliable (best settings ≈20.6% binary accuracy); and JD published the Oxygen AI Item Center, an industrial-scale LLM/VLM-centric inventory system running at massive scale on Huawei Ascend NPUs. The newsletter frames these items as signals that AI is improving at core R&D, complex computer use, and real-world operational automation, with implications for economic automation and large-scale enterprise systems.
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