Cascade Funding Hub Invites AI-Based Proposals for Sustainability

Secure funding to develop AI applications that address sustainability challenges before the 2025 deadline.

The Cascade Funding Hub is calling for proposals from SMEs and startups to participate in funding opportunities focusing on Artificial Intelligence and Big Data applications that tackle sustainability issues. Interested parties have until April 30, 2025, to submit their proposals.

Among the highlighted initiatives is the PQ-REACT program, which aims to support consortia in implementing post-quantum cryptography solutions across strategic use cases. This initiative not only seeks project proposals but also calls for expert evaluators to oversee the implementation of Quantum Resistant Crypto solutions.

The Hub offers various open calls under different categories, including calls for proposals, evaluators, and mentors. These categories are tailored to address a range of domains such as Advanced Manufacturing, Energy and Environment, and Digital Society, offering funding opportunities to diverse beneficiaries ranging from SMEs to public authorities.

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LLMSurgeon targets foundation model data auditing

LLMSurgeon introduces a way to infer the domain mix of large language model pretraining data using only generated text. The framework is designed to improve transparency around foundation models whose training corpora remain largely undisclosed.

Databricks model units target lower inference costs

Databricks is positioning model units as a new way to manage large language model inference, aiming to cut GPU spending while improving reliability under enterprise-scale demand. The approach reflects growing pressure on platforms to balance cost, latency, and resilience as agentic Artificial Intelligence workloads expand.

Texas arrests man over Artificial Intelligence-generated child abuse images

Texas authorities arrested a Carrizo Springs man accused of creating hundreds of pornographic images and videos involving children by using Artificial Intelligence tools to manipulate photos taken from public school-affiliated pages. Investigators said the case also uncovered non-Artificial Intelligence-generated child sexual abuse images and identified approximately 30 victims.

Google launches Gemini Omni for conversational video editing

Google has introduced Gemini Omni, a video model that edits and generates clips through natural conversation using text, images, audio, and existing footage. The first public version, Gemini Omni Flash, is now rolling out across the Gemini app, Google Flow, and YouTube Shorts.

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