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Super Micro Plans to Raise $7 Billion in Equity for AI Equipment
Super Micro Plans to Raise $7 Billion in Equity for AI Equipment Super Micro Computer Inc. plans to raise $7 billion through a package of equity offerings to purchase the components needed to fulfill customers’ orders for the company’s artificial intelligence servers. The offering will consist of $5 billion in underwritten offerings and $2 billion in an at-the-market program, which would involve Super Micro selling shares directly into the open market from time to time beginning “no earlier”...
'Micro' engraving on your £1 coin could make it worth £500 or more
'Micro' engraving on your £1 coin could make it worth £500 or more Here's exactly what to look for Brits have been urged to look out for a “micro engraving” on a coin making worth up to £500. This £1 piece from 2016 features a tiny error that might be hard to spot. The new 12-sided £1 coins entered circulation in the UK in April 2017, although a number of coins had also been minted in 2016 in preparation.
Super Micro Computer to raise $7 billion in equity offerings to meet AI server demand
Super Micro Computer to raise $7 billion in equity offerings to meet AI server demand June 9 : Super Micro Computer said on Tuesday it would raise $7 billion through a series of equity and equity-linked financing transactions to fund the purchase of components needed to meet the growing demand for its advanced AI servers. The company said it will use the proceeds to fulfill orders worth about $39 billion for its advanced AI servers from more than 20 customers. AI infrastructure firms have...
Spatial-Temporal Decoupled Adapter for Micro-gesture Online Recognition
Announce Type: new Abstract: Micro-gesture online recognition aims to temporally localize and classify subtle gestures in untrimmed videos. Owing to their extremely short duration, low motion amplitude, and ambiguous visual cues, capturing discriminative spatiotemporal representations remains highly challenging. Existing parameter-efficient adapters typically employ a single branch to model spatial and temporal cues jointly, which may fail to capture the fine-grained patterns of micro-gestures.
Super Micro stock tumbles on $7 billion financing plans as company touts AI server orders
Super Micro Computer shares sank 9% in extended trading on Tuesday after the computer server maker announced $7 billion in equity-related financing deals to help to cover the cost of hardware component purchases. The company said it's planning $5 billion in underwritten stock offerings and a $2 billion at-the-market offering, starting in July, through arrangements with JPMorgan Chase, Goldman Sachs and Citigroup. Companies often see their share price drop after announcing stock sales, as...
Aqueous-alcohol mixtures in dimension two: miscibility and micro-segregation
Announce Type: cross Abstract: Two dimensional site interaction models of water and alcohols are mixed in various proportions and studied by Monte Carlo simulations, with the purpose to clarify problems related to simulation of real micro-heterogeneous systems. Three alcohols are considered, methanol, pentanol and octanol. The main finding is that, while real alcohols demix with water from butanol onward, their 2D analogs are always fully miscible, while developing increasingly pronounced...
More than just light management -- The multiple advantages of nano- and micro-textures in perovskite solar cells
Announce Type: replace Abstract: Perovskite-based solar cells have undergone rapid improvements over the last decade enabling highest power conversion efficiencies of single-junction and multi-junction devices. The implementation of nano- or micro-textures has played a major role in this development due to their ability to minimize reflection losses, maximize light trapping, and hence increase light harvesting in the active layer. In the slipstream of these advances, it has become apparent...
LLMSynthor: Macro-Aligned Micro-Records Synthesis with Large Language Models
arXiv:2505.14752v3 Announce Type: replace Abstract: Macro-aligned micro-records are crucial for credible simulations in social science and urban studies. For example, epidemic models are only reliable when individual-level mobility and contacts mirror real behavior, while aggregates match real-world statistics like case counts or travel flows. However, collecting such fine-grained data at scale is impractical, leaving researchers with only macro-level data.
Self-supervised Learning Matters: A Simple Ensemble Solution for Micro-Gesture Recognition
arXiv:2606.09261v1 Announce Type: new Abstract: In this paper, we present XInsight Lab's solution to the micro-gesture classification track of the 4th MiGA Challenge at IJCAI 2026, in which our solution ranked first and achieved a new state-of-the-art result. We propose a multimodal ensemble framework that integrates a self-supervised RGB-based model with supervised multi-stream models from previous solutions. The self-supervised RGB model is pretrained on 120K unlabeled clips via masked...
LLMSynthor: Macro-Aligned Micro-Records Synthesis with Large Language Models
arXiv:2505.14752v4 Announce Type: replace Abstract: Macro-aligned micro-records are crucial for credible simulations in social science and urban studies. For example, epidemic models are only reliable when individual-level mobility and contacts mirror real behavior, while aggregates match real-world statistics like case counts or travel flows. However, collecting such fine-grained data at scale is impractical, leaving researchers with only macro-level data.