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Relativity Networks raised $22 million through a SAFE and secured a $40 million order from a large cloud provider. The Orlando-based company is developing fibre technology intended to accelerate connectivity inside AI data centres.
Tencent is aggressively expanding WorkBuddy through more than 2,000 agents, enterprise discounts, sales commissions, and standardized marketing scripts. The AI office market is shifting from model differentiation toward deployment services, human-heavy implementation, measurable ROI, and price competition.
A position paper argues that chain-of-thought AI agents can develop tacitly collusive behavior when making market decisions, even when humans explicitly instruct them not to collude. Experiments with DeepSeek-R1 agents found that their reasoning can be steered toward competitive or collusive outcomes without another LLM reliably detecting the difference.
Vercel Agent is now available in Slack code channels for Pro and Enterprise teams in public beta. Teams can collaborate with the agent to investigate incidents, write and review code, manage migrations, and monitor deployments, logs, errors, and diffs.
Amazon Bedrock AgentCore Web Search now supports per-request domain and publication-date filters. Developers can control which websites agents use and require fresher sources, with filtering enforced server-side.
Kuaishou is spinning out its Kling AI video-generation model into a separately financed company, attracting investment from Tencent, Alibaba Cloud, Baidu, and other institutions at an implied valuation of $18 billion. Kling has surpassed 100 million global users and nearly 50,000 enterprise customers, but continues to generate substantial losses because of compute costs.
Vercel CLI now supports the full Vercel Toolbar comment triage workflow from the terminal. Developers can list, inspect, reply to, resolve, reopen, edit, and delete comments, with JSON output available for scripts and coding agents.
Moore Threads’ first post-IPO half-year report shows revenue rising 147% to RMB 1.736 billion, while attributable losses narrowed sharply. However, the improvement relies heavily on concentrated cloud-computing sales, government subsidies, investment gains, and IPO-funded cash reserves rather than a clear recovery in core operations.
LangSmith Preview Builds allow teams to test pull request branches in temporary, production-like deployments before merging agent changes. This gives developers a safer way to validate behavior without affecting the main production environment.
AWS outlines enterprise patterns for operating many agentic AI systems across diverse frameworks, models, and providers. The guidance focuses on preserving flexibility and enabling multi-agent systems to scale together without vendor lock-in.