Claims Browser

Improved power infrastructure can unlock 35MW of extra compute for every gigawatt data center

"unlock 35MW of extra compute for every gigawatt data center"

Ramp's router.com can automatically select the best model for tasks with 40% lower cost for the same outputs

"Ramp launched router.com - it picks the best model for your task automatically. They claim 40% lower cost for the same outputs."

GPT-5.6 is now available in Kiro

"GPT‑5.6 is now available in Kiro"

GPT-5.6 helps developers plan, build, review, and test software with better price-performance

"helping developers plan, build, review, and test software with better price-performance"

ChatGPT Work and Codex now have an Admin plugin that enables workspace usage analysis, member and permission management, limit adjustments, and admin request handling

"Use the Admin plugin for ChatGPT Work and Codex to analyze workspace usage, manage members and permissions, adjust limits, and act on admin requests."

Next-generation AI/ML hardware accelerator platforms like the 880,000-processor Cerebras Wafer-Scale Engine offer opportunities to advance digital evolution research in multi-scale biological phenomena and evolutionary optimization

"A particular opportunity arises from emerging next-generation AI/ML hardware accelerator platforms, such as the 880,000-processor Cerebras Wafer-Scale Engine (WSE)."

Best-effort CPU-cluster multiprocessing applied to a multicellularity evolution model provides 92% scaling efficiency at 64 processes with 2.1x speedup and exhibits robust median quality of service even under hardware anomalies

"The first case study applies best-effort CPU-cluster multiprocessing to a multicellularity evolution model, which provides 92% scaling efficiency at 64 processes ($2.1\times$ speedup) and exhibits robust median quality of service, even under hardware anomalies."

Digital evolution is uniquely positioned to contribute in developing post-deterministic HPC paradigms through best-effort computing strategies

"we argue that digital evolution is uniquely positioned to contribute in developing post-deterministic HPC paradigms."

Best-effort strategies can track spatiotemporal population history on WSE-based simulations through sparse, asynchronous device-to-host sampling that tolerates hardware faults

"The second case study examines WSE-based simulations, demonstrating best-effort strategies to track spatiotemporal population history --- through sparse, asynchronous device-to-host sampling that tolerates hardware faults."

OrbitALIF achieves competitive cloud removal quality while consuming only 0.287 mJ per inference on neuromorphic hardware, representing a 72.3x (98.6%) energy reduction versus an equivalent ANN

"OrbitALIF achieves competitive cloud removal quality while consuming only 0.287,mJ per inference on neuromorphic hardware, a 72.3 times (98.6%) energy reduction versus an equivalent artificial neural network (ANN)"

Spiking neural networks with specialized modules can effectively perform cloud removal in satellite imagery onboard LEO satellites using federated learning

"OrbitALIF performs both onboard training and inference using a compact 2.30,M-parameter spiking neural network (SNN) backbone with an adaptive gated fusion module (AGFM) and a spectral-spatial hybrid attention module (SHAM), combined with a decentralized federated learning strategy that shares model weights via inter-satellite links"

Satellite federated learning frameworks can address bandwidth and latency constraints by performing onboard training and inference rather than downloading data to ground stations

"conventional cloud-removal pipelines that download cloudy images to ground stations for processing suffer from limited contact windows, constrained satellite-to-ground bandwidth, and high latency"

OpenAI has developed a custom inference chip called Jalapeño

"Jalapeño is a custom inference chip from OpenAI"

Jalapeño delivers faster and more power-efficient AI inference compared to existing solutions

"delivers faster, more power-efficient AI inference"

Jalapeño provides higher throughput and lower latency for modern AI models

"higher throughput and lower latency for modern models"

Advances across chips, compute, models, and products compound to deliver more useful intelligence at greater scale and lower cost

"advances across chips, compute, models, and products compound to deliver more useful intelligence at greater scale and lower cost"

GPT-5.6-Sol is now 20% cheaper with new pricing of $4/$24 per 1M input/output tokens

"GPT-5.6-Sol is now 20% cheaper in the API - $4/$24 for 1M input/output tokens."

Nvidia and SpaceX are planning to launch GPUs to space

"Nvidia and SpaceX are planning to launch GPUs to space."