Developers pay Argon's $2 input and $10 output rates per million tokens, but Carbon uses more tokens to reason. Will a task cost more than it does on Argon?
HEARTBOT AI today announced AnyInsight Edge, extending its enterprise AI security and governance platform, AnyInsight, to on-premises environments and AI servers.
Nvidia co-founder and CEO Jensen Huang faces a leadership crisis amid affair revelations and a board probe. Could AMD, Broadcom, and TSMC benefit as investors reassess the AI chip giant?
Chinese AI firms are rushing to secure access to Nvidia's ($NVDA) advanced chips through overseas data centers. The move comes amid concerns that a scandal
AI agent evaluation framework UAEF, open-sourced by AWS, scores agents built on different frameworks across 36 metrics. Its AI judge treats agent output as untrusted input and rejects scores lacking quoted evidence,
Web Summit -- Organizations spanning research, industry, technology standards and civil society today announced the Open Agentic Web Challenge, a global initiative to build an open, safe and interoperable web of AI agents.
Graph-enhanced multi-agent systems (G-MAS) coordinate large language model agents through communication graphs and role assignments, which determine how agents exchange information and divide responsibilities. However, final-score comparisons across systems combine differences…
Preference-based reward shaping can guide reinforcement learning, but adding preference signals to the reward may unintentionally change the task being optimized. We address this problem with IncentRL, a framework that introduces preference guidance while explicitly…
A state may need to be compressed before its exact downstream task is known. For a finite family of linear task operators $\{T_u\}_{u\in\U}$, we characterize exactly how much state must survive when only one of $K$ coarse task messages is available at compression time:…