Stories
Tracks the technical systems, bottlenecks, and standards that reshape industrial power before they become mainstream narratives.
This article compiles 9,800 predictions from industry experts, research institutions, and AI pioneers, analyzing the timeline for the emergence of AGI and the singularity. Most predictions cluster around 2050, but there is significant divergence, and the uncertainty of technological breakthroughs remains the biggest variable.
This article, based on AIMultiple's research, analyzes nearly ten thousand predictions regarding the emergence of artificial general intelligence (AGI) and the singularity. The research shows that predictions range from a few years to several decades, with most experts believing that AGI is likely to emerge between 2040 and 2060, while the timing of the singularity remains subject to greater uncertainty.
Karpathy, formerly a founding member of OpenAI and Senior Director of AI at Tesla, has now joined Anthropic to lead frontier LLM research. His addition marks Anthropic's strategic positioning in vision-language integration, agent systems, and real-world deployment.
Frontier technologies are redefining leadership. Leaders need information-based vision, collective intelligence, and systemic leadership to address the profound impacts of technologies such as fusion energy and quantum computing.
The Linux Foundation's April 2026 newsletter highlights Project Glasswing, a $100 million open source security defense initiative, as well as the MCP Developer Summit, the x402 Payment Foundation, and the establishment of Kubernetes as an AI platform at KubeCon Europe. It also covers European community events, research reports, and educational opportunities.
According to TrendForce's latest forecast, AI server shipments will grow by more than 20% in 2026, with NVIDIA facing intense competition from AMD and cloud service providers' self-developed chips. As chip power consumption exceeds 1000W, the adoption rate of liquid cooling technology is expected to reach 47%. HBM4 and optical interconnect technologies will break through bandwidth bottlenecks, providing support for trillion-parameter models. These trends will collectively shape the future of the global technology industry.