SakanaAI releases 'sparser-faster-llms,' an open-source repository of custom CUDA kernels for H100 GPUs that use sparsity to dramatically speed up LLM inference and cut memory usage, with pretrained models from 0.5B to 2B parameters now available on Hugging Face Hub.
An Intel executive warns that cloud-only AI is economically and infrastructurally unsustainable, calling for a major industry shift toward hybrid on-device and edge AI systems that prioritize affordability, energy efficiency, and user privacy across laptops, phones, and beyond.
Nvidia surpasses $40 billion in AI investments in 2026, securing major deals with Corning, IREN, and OpenAI to dominate the AI supply chain, but critics warn the strategy may be artificially inflating GPU demand in a move reminiscent of dot-com era vendor financing.
Akamai stock surges over 25% to its highest level since 2000 after Anthropic is confirmed as the customer behind a massive seven-year, $1.8 billion cloud deal, as the AI company aggressively expands its compute infrastructure through multiple partnerships to combat usage limits and rival OpenAI.
Apple and Intel strike a preliminary chip-making deal brokered with U.S. government involvement, sending Intel shares surging 13% and reuniting the two tech giants after Apple previously ditched Intel processors in favor of its own silicon.
Anthropic signs a massive $1.8 billion, seven-year cloud computing deal with Akamai Technologies as the AI company races to meet surging demand for its artificial intelligence software.
A new open-source engine called ds4.c launches Metal-only local inference for DeepSeek V4 Flash on Apple Silicon Macs, featuring 2-bit quantization, disk KV cache persistence, and a 1-million-token context window — making powerful AI inference possible on MacBooks and Mac Studios with 128GB or more of RAM.
Apple's camera-equipped AirPods enter near-final testing, featuring low-resolution cameras that act as Siri's eyes for visual AI tasks like object identification and navigation, with a 2026 launch now back on track after early delays tied to Siri's AI overhaul.
AI is colliding with hard physical and geopolitical limits as chip shortages loom for up to five years, energy demands push Google toward space-based data centers, and nations resist foreign-controlled autonomous systems, while startups like Logical Intelligence challenge the dominance of large language models with leaner, physics-driven alternatives.
Agentic AI is crashing cloud storage systems in real time, as autonomous AI agents generate extreme I/O spikes that legacy infrastructure like AWS EBS cannot handle, causing catastrophic latency surges, platform failures, and AI hallucinations — forcing engineers to urgently rethink storage architecture before the AI inference tsunami hits.