Shijia Photonics 10x to 50B Valuation
Henan Hebi's Shijia Photonics surged 10x to 50 billion market cap in one year in optical communications. The piece ponders its next growth chapter.
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Tianshu Zhixin 2025 Revenue Surges 91.6%
Tianshu Zhixin released its first post-IPO 2025 annual report with revenue of 10.34 billion CNY, up 91.6%. Gross profit reached 5.58 billion CNY, growing 110.5% faster than revenue. Adjusted net loss narrowed 32.1%, showing improved efficiency.
Chunwan Sparks China Humanoid Robot Boom
Morgan Stanley identifies 2026 as a pivotal inflection point for China's humanoid robot market, mirroring the 2019-2020 NEV surge. IDC predicts application scenarios will triple by 2026. The Spring Festival Gala has heightened visibility for robotics.
KCD Hangzhou Opens CFP for Agent Era Discussions
KCD Hangzhou has opened its call for papers, inviting the community to discuss cloud native technologies, observability, and large-model inference in the Agent era. The announcement targets practitioners interested in sharing or learning about the infrastructure behind AI agents.
Linkdaze Turns Calendars Into Household Hubs
Linkdaze is positioning its smart digital calendar as a tool for managing an entire household rather than simply tracking appointments. Its AI meal planner is included without requiring a paid subscription.
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Mayfield Doubles Down on Pre-Product AI Founders
Mayfield has invested more than $3 billion in AI companies, often before founders have built products or formally incorporated. Managing Partner Navin Chaddha explains the firm’s belief in AI as a potential “100x opportunity” and its decision to remain focused on early-stage investing.
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Can KV Cache Become a Searchable Memory?
The discussion proposes treating a transformer’s KV cache as a high-dimensional, navigable vector space rather than a flat array. This could enable indexing and localized attention, reducing the need to scan all stored context at every inference step.
Triage Vercel Toolbar Comments from Your Terminal
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.
Qwen Code Adds Smarter Web Shell Workflows
Qwen Code v0.21.15 improves Web Shell performance, file attachments, sidebar synchronization, and Goal v3 controls. It also adds reasoning toggles for hybrid Qwen models, resume support for reviews, and authenticated HTTPS Git extension installs.
Wall Street Starts Trading AI Compute
The article examines how AI infrastructure is developing commodity-like markets as GPU shortages make compute capacity increasingly valuable. It suggests Wall Street may begin treating AI compute similarly to oil or other tradable resources.