Reflection Beam ships, DeepSeek raises $12B — AI News Oct 6
10m | Oct 6, 2026- Reflection AI launches Beam: 501B-parameter open-weight MoE (23B active), Apache 2.0 weights later in October — but the company scorecard trails GLM-5.2, Kimi K3, and DeepSeek V4.1 Flash on Terminal-Bench, and the 3-4x inference-compute claim is a formula, not a measured cost.
- DeepSeek raises at least $12B in a Tencent/CATL-backed round (Bloomberg) and partners with Huawei on Ascend AI chip dev tools; STAR Market IPO prep continues.
- Cohere North 2: enterprise agent platform with cross-session memory, redesigned orchestration harness, and granular cost controls for cloud, on-prem, and air-gapped deployments.
- Gemini 4 Argon follow-up: Google employees say real-world coding lags its benchmarks (Bloomberg); Artificial Analysis ties it with GPT-6 Astra behind Claude Opus 5.5.
- ServiceNow AI Workflow Factory + Autonomous Engineer: unattended coding for enterprise implementations; Salesforce Winter '27 Headless Toolkit makes every capability an API, MCP tool, or CLI command.
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