A developer benchmarked cold start latencies and costs across serverless GPU platforms, finding Modal fastest at 1.8 seconds on an A100, followed by RunPod at 4.2 seconds and Replicate at 6.5 seconds.…
Security researchers at Wiz found that S3-compatible object storage services from Nebius, Crusoe, Vultr, Lambda Labs, Cloudflare R2, and DigitalOcean lack many of Amazon S3's security protections, inc…
A Hugging Face forum user is developing a tool to recommend GPU cloud providers based on specific use cases, citing frustration with comparing providers like RunPod, Vast.ai, and Lambda Labs. In respo…
Nvidia will invest $1.5 billion in SB Energy, a SoftBank Group subsidiary building a data center in Ohio for OpenAI, marking a direct capital injection into AI infrastructure. The equity deal gives Nv…
Mistral released Shieldstral on August 4, a 3.8B open-weights content moderation model that outperforms competitors up to four times its size on image safety and nearly matches 21B-class models on tex…
Quantum computing, which uses qubits to explore multiple states simultaneously, is emerging as a business priority because it can solve problems intractable for classical computers, including AI train…
Cloud infrastructure provider Nscale has agreed to acquire AI software startup Anyscale in a deal valued at approximately $1.65 billion, the companies announced Thursday. The acquisition aims to help …
Core Scientific has signed a deal with AMD to provide up to 2.5 gigawatts of data center capacity for AMD's AI systems, marking a major pivot from bitcoin mining to AI infrastructure. The agreement, a…
Kimi K3, the world's largest open-source model with 2.8 trillion parameters and a Mixture-of-Experts architecture requiring all 896 experts to be loaded into VRAM, needs a minimum of 6× H100 80GB GPUs…
For heavy data workloads like LLM fine-tuning, RunPod and Lambda Labs offer better GPU rental options than Google Colab, which suffers from fast credit depletion and session timeouts, according to a u…
Neoclouds such as CoreWeave, Lambda Labs, Voltage Park, Together AI, Nebius, Nscale, and Polarise owe customers years of compute because prepaid capacity commitments and prepaid tokens create deferred…
A developer's analysis of open-source AI APIs versus self-hosting reveals that self-hosting costs are often underestimated, with hidden expenses like DevOps engineer time and monitoring making API cal…
A developer who initially believed self-hosting open-source AI models was the obvious cost-saving move discovered the opposite after running detailed numbers. The engineer found that API-based open-we…
A coding bootcamp graduate discovered that open-source AI models like Qwen3 and DeepSeek offer comparable quality to GPT-4o at a fraction of the cost, with some models priced as low as $0.01 per milli…
Andreessen Horowitz led a $15 million Series A round for Netris, a network automation startup that helps GPU cloud providers manage the networking layer beneath AI clusters. The investment highlights …
Gartner predicts that by 2030, GPU-specialized neocloud providers will capture 20% of the $267 billion AI cloud market, representing roughly $53 billion shifting away from AWS, Azure, and Google Cloud…
A developer compared API pricing versus self-hosting costs for open-source AI models, finding that for small projects with 1 million tokens per day, using an API is 32 times cheaper than self-hosting.…
Developers can deploy Llama 3.1 8B behind vLLM's OpenAI-compatible API on a rented GPU instance, achieving thousands of output tokens per second through continuous batching. The tutorial covers instal…
AMP PBC, a public benefit corporation founded by Anjney Midha, is building a shared GPU network to pool idle chips from data centers and lower AI compute costs. The company has secured $1.3 billion in…
Researchers at Stanford University and Lambda Labs released OpenJarvis, an open-source framework that runs AI inference, agents, memory, and learning entirely on-device. The framework achieves perform…