Reflection Beam ships, DeepSeek raises $12B — AI News Oct 6

<p>- 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.</p><p>- 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.</p><p>- 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.</p><p>- 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.</p><p>- 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.</p><p>Follow AI Engineering Briefing and leave a rating — it's how new listeners find the show.</p>