Why agentic enterprises need to become learning systems

Why agentic enterprises need to become learning systems

Presented by SplunkEvery day, organizations learn things their AI systems never get to use.A security analyst corrects an AI-generated investigation. A network engineer identifies the root cause of a recurring outage. An observability team discovers that a pattern of latency, logs and infrastructure changes predicts service degradation. A customer operations team learns which signals indicate … Read more

Researchers introduce Self-Harness, a framework that lets AI agents rewrite their own rules, boosting performance up to 60%

Researchers introduce Self-Harness, a framework that lets AI agents rewrite their own rules, boosting performance up to 60%

Not every company can or should build their own frontier AI language model. However, the harness controlling the model is something that most enterprises can and should customize for their specific purposes.Of course, this is easier said than done. Agent harnesses are still largely tuned through manual, ad hoc debugging — a process that relies … Read more

AI hit the memory wall — now it needs a new context tier

AI hit the memory wall — now it needs a new context tier

Presented by SolidigmAs inference workloads evolve from discrete question-and-answer exchanges into persistent, multi-step agentic systems, GPU availability is no longer the most critical AI bottleneck. Instead, the bottleneck has migrated from compute to context, says Jeff Harthorn, AI applied research lead at Solidigm.”Why context management has become a primary bottleneck, more than GPU availability or … Read more

NTHU Researchers Develop World’s Brightest Room-Temperature Single-Photon Source

NTHU Researchers Develop World’s Brightest Room-Temperature Single-Photon Source

Insider Brief Researchers at National Tsing Hua University developed a room-temperature single-photon source that emits more than 2.3 billion photons per second, setting a new brightness record for this class of quantum devices. The team combined perovskite quantum dots with silver nanocavity structures, achieving ultrafast emission, non-blinking operation, and a 435-fold increase in emission rate. … Read more

Europe Expands Quantum-GPU Computing as NVIDIA Announces 35 New AI Supercomputers

Europe Expands Quantum-GPU Computing as NVIDIA Announces 35 New AI Supercomputers

Insider Brief NVIDIA said Europe is expanding its quantum-GPU and AI supercomputing infrastructure through 35 new systems across 23 countries, providing advanced computing resources to more than 3 million researchers. European research centers including CINECA, Fraunhofer FOKUS, the Barcelona Supercomputing Center and the Jülich Supercomputing Centre are integrating quantum hardware and software platforms to support … Read more

No Claude Fable 5? No problem: Sakana achieves frontier performance with new Fugu multi-model, auto synthesis system

No Claude Fable 5? No problem: Sakana achieves frontier performance with new Fugu multi-model, auto synthesis system

Last night, the increasingly enterprise-focused AI startup Sakana launched Fugu, a multi-agent orchestration system that delivers frontier-level AI performance through a single, OpenAI-compatible API. Designed for developers, enterprises, and nations seeking resilience against vendor lock-in and geopolitical export controls, Fugu (Japanese for “pufferfish”), bypasses the traditional monolithic model structure by dynamically routing queries to a … Read more

Infleqtion Launches America’s Quantum Space Initiative to Accelerate the Future of Quantum-Enabled Space Infrastructure

Infleqtion Launches America’s Quantum Space Initiative to Accelerate the Future of Quantum-Enabled Space Infrastructure

Insider Brief Infleqtion has launched America’s Quantum Space Initiative, bringing together industry, academic, and technology partners to support the development of quantum technologies for future space systems. Founding participants include Voyager Technologies, Monarch Quantum, Armada, and the University of Colorado Boulder, with plans to establish a collaborative Quantum Space Hub. The initiative aims to accelerate … Read more

IQM Named as Quantum Partner in HPE Hybrid Quantum-HPC Platform

IQM Named as Quantum Partner in HPE Hybrid Quantum-HPC Platform

Insider Brief HPE has named IQM Quantum Computers as one of the collaborators contributing technology to its new hybrid classical-quantum computing platform that combines quantum systems with HPE Cray supercomputing infrastructure. IQM is providing superconducting quantum processor technology as part of HPE’s effort to integrate multiple quantum computing modalities with high-performance computing environments. The collaboration … Read more

Fixstars Amplify adds IonQ’s Quantum Computing Environment to its Standard Machines

Fixstars Amplify adds IonQ’s Quantum Computing Environment to its Standard Machines

Insider Brief Fixstars Amplify has added IonQ’s quantum simulator as a standard machine within its cloud-based optimization platform, enabling users to develop and test quantum optimization algorithms. Amplify users can access the IonQ simulator at no additional cost, while access to IonQ’s quantum hardware is planned as a future paid offering. The integration allows developers … Read more