计算机行业周报：DeepSeek-OCR2首创因果流推理，Moltbook引爆Agent网络热潮

Investment Rating - The report maintains a "Buy" rating for the companies mentioned, including Weike Technology (301196.SZ), Nengke Technology (603859.SH), Hehe Information (688615.SH), and Maixinlin (688685.SH) [9][59]. Core Insights - The AI agent platform Moltbook has sparked significant industry interest, attracting over 1.5 million AI agents within days of its launch, indicating a strong growth potential for agent networks and associated infrastructure needs [3][23]. - DeepSeek-OCR2 has introduced a groundbreaking "causal flow" reasoning mechanism, significantly enhancing visual language understanding and achieving state-of-the-art results in benchmark tests [33][41]. - Poetiq has successfully completed a $45.8 million seed round, aiming to optimize LLM capabilities and cost efficiency, showcasing a shift towards more efficient AI solutions [45][46]. Summary by Sections Computing Power Dynamics - The rental prices for computing power remain stable, with notable configurations such as Tencent Cloud's A100-40G priced at 28.64 CNY/hour and Alibaba Cloud's A100-40G at 31.58 CNY/hour [21][22]. - The launch of Moltbook has led to a surge in agent network discussions, with over 52,000 posts and 230,000 comments generated by AI agents discussing various technical topics [23][30]. AI Application Dynamics - Kimi's weekly traffic increased by 40.89%, indicating strong user engagement in the AI application space [31][32]. - DeepSeek-OCR2's innovative architecture allows for improved document understanding, achieving a score of 91.09% in benchmark tests, which is a 3.73% improvement over its predecessor [41][43]. AI Financing Trends - Poetiq's seed funding will be utilized to advance its core technology, which has already demonstrated superior performance in benchmark tests compared to major competitors [45][46]. - The company’s unique approach allows for efficient problem-solving with minimal training data, marking a significant advancement in AI technology [46][47]. Investment Recommendations - The report emphasizes the high certainty of the AI sector, particularly in hardware and application segments, and suggests focusing on companies like Weike Technology, Nengke Technology, Hehe Information, and Maixinlin for potential investment opportunities [57][58].