![]() AI video generation triggers the Jevons paradoxThe tenfold reduction in the cost of AI-animated short films and the 450-fold increase in speed have boosted content production on Chinese TikTok by 12 times and views by 10 times, demonstrating that increased efficiency has not reduced demand. |
AiPulse — Issue No. 43
COVER
Pulse
The tariffs and import bans imposed by the United States on national security grounds have failed to eliminate Chinese manufacturers' low-cost and high-volume advantage in the global market, leading to the regional fragmentation of the robotics sector. |
Caterpillar is adopting the operational and workflow management experience it gained during the integration of automation in the mining sector as its core strategy in its efforts to effectively deploy artificial intelligence tools in the field and in corporate processes. |
At the tournament held in Beijing, Chinese robots demonstrated the sector's rapid progress and the country's dominant position in this field by breaking Usain Bolt's 100-meter record and surpassing the human record in the high jump. |
At Work
In his testimony in federal court, Elon Musk admitted that xAI had partially used the model distillation technique on OpenAI's models to develop its own models. |
This funding, provided by the European Innovation Council's Pathfinder program, finances the SWIFT-Build research project, which will enable autonomous robots and drones to assemble wooden structures from top to bottom. |
Building Blocks
ChatGPT Work, announced by OpenAI on July 9 and continuously improved, expands the capabilities of AI agents by offering powerful features not found in Chat, such as code execution, browser control, and a persistent file system for paid subscribers. |
Global Lens
Economists point out that the $2.4 trillion in fixed computing obligations that unprofitable AI companies must pay between 2026 and 2029 poses a systemic risk similar to the 2008 subprime crisis, and that the sector's survival depends on revenues exceeding these debts. |
Struggling in technical competition due to limitations in its computing infrastructure, Mistral AI has established a position focused on European sovereignty in strategic sectors such as banking and defense by offering data privacy guarantees. |
The LEAP 2026 conference to be held in Riyadh brings together 1,289 investors managing $14.5 trillion in assets and senior executives of global tech giants such as AMD and Cisco in an AI-focused program. |
Frontier
Researchers develop SEMGNN model for multi-label graph neural networksThe new SEMGNN model offers a single framework that leverages inter-label correlations during training to both perform classification and explain which connections provided evidence for each label. |
More Data Cannot Break a Symmetry: Identifiability by DesignThe article shows that symmetric experimental designs lead to structural uncertainty even as data volume increases, and that this problem must be corrected at the design stage before data collection. |
Watch & Listen
Türkçe altyazıRAG ExplainedRAG is a method that enables large language models to answer questions by retrieving relevant information from vector databases. |
Fun & Curious
Researchers at the University of South Carolina showed that Nano-ERASER nanoparticle therapy targeting the PTBP1 protein reversed cognitive decline and promoted the formation of new neurons in an Alzheimer's disease model in mice. |
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