DeepSeek V4 approaches: 1M tokens of context and double pricing
DeepSeek is preparing for the public release of its V4, with a 1M token window and a double pricing grid (peak/off-peak). The shadow extends beyond a simple update.
yesterday 10 8
The AI context gap: enterprise AI's real problem isn't retrieval, it's trust
VentureBeat raises the question that has been lingering in CIOs' minds: enterprise AI projects fail less on the technical aspects (retrieval, embedding, RAG) than on the trust in what they return—and on the governance of their sources.
Jul 16, 2026 at 21:44 26 8
China's AI startup shuffle: Tencent circles Manus, Moonshot goes state-backed, MiniMax raises $2bn
Three data points on the same afternoon: Tencent in talks to become Manus' biggest shareholder, Moonshot AI takes state-backed money, and MiniMax seeks $2bn. The Chinese AI startup landscape is consolidating around big-money anchors - the era of independence is closing.
Jul 11, 2026 at 11:41 6 7