Allora Labs Launches Forge to Let AI Models Compete, Improve, and Earn on Real-World Predictions

NEW YORK, July 3 -- Allora Labs today launches Forge, the world's first arena for predictive intelligence: a live environment where AI models compete on real-world problems, improve through that competition, and earn continuously for the predictions they produce.  A network of models, not a single one Predicting what comes next is one of the oldest pursuits there is. Allora's thesis is that its future will not belong to a single dominant AI model but to a network of them, each competing and improving, together forming a collective intelligence that grows more capable as more models join. Built for developers who want a real test Forge is built for developers who want to test their models against the best in the world. Models improve fastest under real competition, and on Forge they face it on live problems with real outcomes. A developer brings a model and a predict() function, and Forge runs it live and handles the data, the infrastructure, and the rest, so the work stays on the model rather than the operations around it. Models remain owned by their developers, wherever they run. Predictions that are already in demand More than 140 partners across the Allora Network build on the predictions made on Forge, so a model's work is consumed in production and rewards its developer continuously as the model improves and the network grows. "We don't believe the future will be predicted by one model that beats all the others," said Nick Emmons, CEO of Allora. "It will be predicted by many models competing, each making the others better. Forge is where that happens, and where the engineers building the best prediction models in the world are rewarded for it." Availability Developers can join and deploy their first model directly on Forge. About Allora Labs Allora Network is a decentralized AI inference network that harnesses a globally distributed community of machine learning models to produce highly accurate, context-aware predictions in real time. Built on a modular, topic-based system, Allora orchestrates competing models on shared prediction tasks and continuously evaluates performance under live conditions, synthesizing outputs into a high-confidence aggregated signal. By treating inference as an open, competitive, and economically aligned process, Allora enables ever-improving AI services that can be embedded directly into operational systems, powering use cases from EV charging optimization to autonomous IoT decisioning. -- PRNewswire -- Source: Allora Labs 

NEW YORK, July 3 — Allora Labs today launches Forge, the world’s first arena for predictive intelligence: a live environment where AI models compete on real-world problems, improve through that competition, and earn continuously for the predictions they produce. A network of models, not a single one Predicting what comes next is one of the oldest pursuits there is. Allora‘s thesis […]

5G-A Experience Monetization Forum Debuts Milestone Results to Accelerate Terminal-Network-Business Synergy

SHANGHAI, June 29, 2026 -- The industry forum "5G-A Experience Monetization: Terminal-Network-Business Synergy" concluded in Shanghai. Industry leaders from CAICT, GSMA, China Mobile, Huawei, 3GPP, GSMA Intelligence, and ecosystem partners gathered to discuss 5G-A commercialization, technology evolution, and ecosystem collaboration. The forum showcased several milestone achievements, strengthened industry consensus, and laid the groundwork for large-scale 5G-A deployment and the evolution toward the next-generation network.  High-Speed Rail Gets a 5G-A Upgrade GSMA, China Mobile, and Huawei jointly unveiled the 5G-A High-Speed Railway Network Acceleration Service, redefining mobile connectivity services for railway passengers. Scheduled for commercial launch in China in August 2026, the package is built on a "1+3+5" framework: One exclusive identity: A dynamic high-speed rail VIP logo displayed on smartphone screens through the UE Logo solution. Three cutting-edge technologies: 5G-A high bandwidth and high-speed rail private network, AI-native core network, and wireless universal intelligent service processing units. Five key service scenarios: Seamless support for live streaming, video conferencing, online gaming, AI calling, and AI office. New Frameworks for Experience-Centric Operations The forum also saw the release of two industry white papers: UE Logo 2.0 White Paper: Co-published by China Mobile Research Institute and Huawei, this paper focuses on terminal-network-business synergy, intelligent analytics, scenario-based engagement, and precision marketing. It proposes an end-to-end service framework that connects user engagement with closed-loop marketing, creating a new paradigm of network awareness, service accessibility, and experience-centric operations. Agentic Core White Paper: Released by GSMA Intelligence, the paper outlines an AI-native intelligent core network architecture. The framework unlocks four key monetization capabilities: superior user experiences, advanced services, network capability openness, and agent service assurance. It also supports the development of new agent-centric communications services and expands innovation opportunities. Unveiling the "Connection Agent" China Mobile Research Institute, Huawei, and GSMA Intelligence jointly introduced the Connection Agent and a "China Mobile Bixing Agent Platform" Intent Openness Gateway. Built on a scalable modular architecture, the gateway enables seamless interoperability among AI agents while providing dedicated network services for each connected agent, setting a new benchmark for intelligent connectivity. The launch marks a transition from traditional rule-based service delivery to agentic service orchestration, paving the way for next-generation intelligent connectivity. The solution has already been deployed in selected regions across China to support the incubation of innovative services. Driving Cross-Industry Collaboration To further strengthen industry collaboration, the forum officially launched the Terminal-Network-Industry Collaboration Initiative, promoting coordinated development across technology, business, and ecosystem dimensions. Technology: Accelerate terminal ecosystem adaptation and standards certification for broad interoperability. Business: Focus on high-value application scenarios and explore diversified monetization models Ecosystem: Bring together partners across vertical industries to build a collaborative community based on pooled resources, co-developed capabilities, and shared risks and rewards. Looking ahead, industry stakeholders will continue advancing mobile AI collaboration technologies and strengthening the foundation for next-generation digital productivity. Together, they will drive the evolution of communications infrastructure into an intelligent platform for ubiquitous connectivity and cross-domain collaboration, opening new opportunities in the mobile AI era. -- PRNewswire -- Source: Huawei 

SHANGHAI, June 29, 2026 — The industry forum “5G-A Experience Monetization: Terminal-Network-Business Synergy” concluded in Shanghai. Industry leaders from CAICT, GSMA, China Mobile, Huawei, 3GPP, GSMA Intelligence, and ecosystem partners gathered to discuss 5G-A commercialization, technology evolution, and ecosystem collaboration. The forum showcased several milestone achievements, strengthened industry consensus, and laid the groundwork for large-scale 5G-A […]

Sarawak GOF Seizes Over 342,000 Litres of Subsidised Diesel

KUCHING, May 27 -- The General Operations Force (GOF) Sarawak Brigade siezed over 342,000 litres worth about RM1.8 million under Op Tiris conducted at several locations in Sarawak since March 16 until yesterday. Its commander, SAC Lim Bak Phai said that various assets and equipment, including tanker lorries, heavy machinery and skid tanks worth almost RM17.5 million were also seized. “The brigade recorded 58 cases with 69 arrests during the operation, and one of its major success was the seizure of a tug boat in Bintulu that was used to store 20,000 litres of diesel without a valid permit,” he said in a statement today. The operation also recorded seizures of over 5 tons of subsidised cooking oil worth almost RM40,000 and over 7 tons of coarse sugar worth over RM31,000 with an overall seizure value of RM950,000. “The operation also managed to track down various modus operandi used by syndicates including storing, transfer and distribution of diesel without permits believed to involve a network of misappropriation of controled items in the state,” he said in a statement today. All suspects arrested and seizures have been handed over to the Domestic Trade and Cost of Living Ministry for further action and investigation under Section 21 of the Control of Supplies Act 1961. -- BERNAMA

KUCHING, May 27 — The General Operations Force (GOF) Sarawak Brigade siezed over 342,000 litres worth about RM1.8 million under Op Tiris conducted at several locations in Sarawak since March 16 until yesterday. Its commander, SAC Lim Bak Phai said that various assets and equipment, including tanker lorries, heavy machinery and skid tanks worth almost […]