Fireworks AI has released Ember-1, a post-trained Kimi K3 that learns to produce shorter reasoning traces instead of lowering reasoning effort. Fireworks…
Tag: AI Security
CRC-Router: Risk-Constrained Routing for Medical Agentic AI Systems
arXiv:2609.30714v1 Announce Type: new Abstract: Agentic AI systems are increasingly being explored in medical imaging to improve throughput and reduce…
Benchy: towards a universal language for task-oriented AI benchmarks
arXiv:2609.30550v1 Announce Type: new Abstract: Benchy is a semantic language and execution engine for benchmarking AI programs. A benchmark is completely…
A Synthetic Ground-Truth Framework for the Evaluation of Explainable AI Methods
arXiv:2609.30397v1 Announce Type: new Abstract: Evaluating explainable Artificial Intelligence (XAI) methods is a challenging task due to the lack of…
Bringing AI to Autonomous Systems — From Cognition to Collective Intelligence
arXiv:2609.30291v1 Announce Type: new Abstract: The purpose of this article is to highlight the central role of autonomous systems as the ultimate stage…
Google Research Introduces an AI Video Co-Director: 4 Agentic Frameworks for Coherent, Minutes-Long Video Generation
Google Research has introduced an AI video co-director for long-form video generation. The suite of 4 agentic frameworks turns short clips into coherent,…
AI agents do more of the work in model development, but humans still make the decisions
A research team analyzed 769 task logs from building its own AI model. AI agents supplied up to 55 percent of method proposals, but humans made more than…
Goldman Sachs expects Big Tech to spend $1.2 trillion on AI infrastructure by 2027, dwarfing Wall Street estimates
Goldman Sachs projects that Amazon, Alphabet, Microsoft, Oracle, and Meta will pour a combined $1.2 trillion into AI infrastructure in 2027, more than 50…
AI Coding Agents for Enterprise: IP Indemnity, Data Residency and 500-Seat Cost Compared
We read the contracts behind GitHub Copilot, AWS Kiro, Cursor, Devin and Windsurf. Copilot and Kiro offer uncapped indemnity on generated code.…
Google tests buying from Walmart-owned Flipkart through Gemini and AI Mode in India
The limited test covers select products and users, with a broader rollout planned for later in October.