Microsoft Research open-sourced Agensh, a decentralized multi-agent harness enabling self-organizing workers to collaborate via a shared Git repository, chat…
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🤖 AI/ML Daily Signal — Evening Edition 25 Oct 2026 · 16:42 UTC ──────────────────────────────── 🔥 1. Nvidia open-sources Flora to make robot video labeling 125x cheaper than GPT-6 Astra 🏭 The Decoder (AI News) · Score: 9/10 Nvidia open-sourced Flora, a data engine that labels robot video for $0.72/hour vs. $88/hour with GPT-6 Astra while achieving slightly better quality. This addresses a critical bottleneck in scaling robotic AI systems and has immediate practitioner impact on project economics. Read more → ⭐ 2. Anthropic says one AI agent beats many subagents now that models can handle complexity alone 🏭 The Decoder (AI News) · Score: 8/10 Anthropic research shows single-agent architectures with on-demand context loading outperform multi-agent systems, running ~2x faster. This challenges conventional wisdom on agent design and provides clear guidance for practitioners optimizing production systems. Read more → ⭐ 3. OpenMobile-2 proves open-source smartphone agents can rival proprietary models 🏭 The Decoder (AI News) · Score: 8/10 OpenMobile-2 proves smartphone agents improve through diverse app training data rather than scale, with open-source versions rivaling proprietary altern
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