2025-04-09
Mega Models Aren’t the Crux of the Compute Crisis
Every time a new AI model drops—GPT updates, DeepSeek, Gemini—people gawk at the sheer size, the complexity, and increasingly, the compute hunger of these mega-models. The assumption is that these models are defining the resourcing needs of the AI revolution. That assumption is wrong. Yes, large models are compute-hungry. But the biggest strain on AI […]
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2025-11-13
Alembic melted GPUs chasing causal A.I. — now it's running one of the fastest supercomputers in the world
Alembic Technologies has raised $145 million in Series B and growth funding at a valuation 13 times higher than its previous round, betting that the next competitive advantage in artificial intelligen [...]
2025-10-28
IBM's open source Granite 4.0 Nano AI models are small enough to run locally directly in your browser
In an industry where model size is often seen as a proxy for intelligence, IBM is charting a different course — one that values efficiency over enormity, and accessibility over abstraction.The 114-y [...]
2025-11-06
The compute rethink: Scaling AI where data lives, at the edge
Presented by ArmAI is no longer confined to the cloud or data centers. Increasingly, it’s running directly where data is created — in devices, sensors, and networks at the edge. This shift toward [...]
2025-10-24
Thinking Machines challenges OpenAI's AI scaling strategy: 'First superintelligence will be a superhuman learner'
While the world's leading artificial intelligence companies race to build ever-larger models, betting billions that scale alone will unlock artificial general intelligence, a researcher at one of [...]
2025-10-10
Together AI's ATLAS adaptive speculator delivers 400% inference speedup by learning from workloads in real-time
Enterprises expanding AI deployments are hitting an invisible performance wall. The culprit? Static speculators that can't keep up with shifting workloads.Speculators are smaller AI models that w [...]
2025-10-27
Google Cloud takes aim at CoreWeave and AWS with managed Slurm for enterprise-scale AI training
Some enterprises are best served by fine-tuning large models to their needs, but a number of companies plan to build their own models, a project that would require access to GPUs. Google Cloud wants [...]
2025-10-08
New York City is suing Meta, Snap, TikTok and YouTube over 'youth mental health crisis'
New York City, its school district and healthcare system have filed a lawsuit against Meta, Snap TikTok and YouTube for allegedly contributing to a "youth mental health crisis" with intentio [...]
2025-12-02
Mistral launches Mistral 3, a family of open models designed to run on laptops, drones, and edge devices
Mistral AI, Europe's most prominent artificial intelligence startup, is releasing its most ambitious product suite to date: a family of 10 open-source models designed to run everywhere from smart [...]