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🚀 Researchers Develop Advanced Model To Predict Human Behavior

According to Cointelegraph, a team of researchers from several leading universities has developed a new computational model capable of predicting and simulating human behavior with high accuracy. The model, named Centaur, aims to accelerate scientific discovery, model building, and experimental piloting by simulating human behavior across various domains. This development is detailed in a research paper published on October 28. The model was trained on a dataset called Psych101, which includes data from 160 psychological experiments involving 60,092 participants who made over 10 million choices. The researchers assert that while previous attempts have been made to create such comprehensive models, none have fully captured the human mind's complexity until now. Centaur's ability to simulate and predict human behavior in any domain sets it apart from existing domain-specific computational models. Lead researcher Marcel Binz shared that Centaur was fine-tuned using Meta’s AI-based language model, Llama 3.1 70B, resulting in a model that outperforms existing cognitive models in predicting the behavior of unseen participants. Cognitive models aim to replicate human mental processes, including perception, reasoning, and memory. Binz noted that Centaur's internal representations became more aligned with human neural activity after fine-tuning, despite not being explicitly trained for this purpose. The research paper highlights Centaur's capabilities to operate in real-time, exhibit rational adaptive behavior, and learn from its environment. Binz believes that Centaur represents the first viable candidate for a unified model of human cognition, as envisioned by renowned cognitive scientist Alan Newell. Newell, who specialized in computer science and cognitive psychology, worked for the RAND Corporation, a global policy think tank and research institute.

#HumanBehavior #PredictiveModel #ComputationalModel #Centaur #PsychologicalExperiments #AI #CognitiveModels #Research #ScientificDiscovery #Simulation #BehaviorPrediction #MarcelBinz #Llama #NeuralActivity #Cognition #AlanNewell
🚀 Ripple Advances Institutional Finance Strategy with New Compliance Tools

According to PANews, Ripple has announced an acceleration of its institutional finance strategy, unveiling a series of compliance and credit tools. This development comes as the company prepares to launch a native lending protocol later this year. Currently, three compliance features—credentials, deep freeze, and simulation—are operational. Credentials are linked to decentralized identity identifiers, enabling issuers to verify user attributes. The deep freeze feature can prevent sanctioned accounts from transferring funds, while the simulation tool allows developers to test transactions without recording them, thereby expanding the compliance toolkit.

The forthcoming lending protocol will introduce pooled lending and underwritten credit, offering institutions low-cost compliant loans and providing small investors with earning opportunities. Additionally, the XRPL community plans to develop zero-knowledge proofs, with confidential multi-purpose tokens expected to launch in early 2026. These tokens will enable collateral management without disclosing sensitive data.

Ripple's roadmap indicates a vision to establish XRPL as a leading blockchain for institutional finance. The success of this initiative will depend on balancing regulatory compliance with security enhancements.


#Ripple #XRPL #InstitutionalFinance #ComplianceTools #Credentials #DeepFreeze #Simulation #LendingProtocol #PooledLending #UnderwrittenCredit #ZeroKnowledgeProofs #ConfidentialMultiPurposeTokens #CollateralManagement #Early2026 #PANews #DecentralizedIdentity
🚀 Siemens Anticipates Continued Growth in AI-Driven Industrial Software

Siemens projects sustained growth in the application of artificial intelligence within industrial software, driven by increasing demand for data centers and automation. Bloomberg posted on X that CEO Roland Busch expressed optimism about AI's potential to enhance simulation and physics-based software. Busch highlighted the transformative impact of AI technologies on Siemens' operations, suggesting that these advancements will continue to propel the company's business forward. The integration of AI is expected to enrich the capabilities of Siemens' software offerings, aligning with the broader trend of digital transformation in the industrial sector.

#Siemens #AI #IndustrialSoftware #Automation #DataCenters #DigitalTransformation #Simulation #PhysicsBasedSoftware #RolandBusch #Technology #Growth
🚀 Bank of England Plans Simulation to Assess AI's Economic Impact

The Bank of England is preparing to conduct a simulation to evaluate the potential economic and financial impacts of artificial intelligence technology. According to Jin10, concerns are rising that AI could lead to significant job losses and negatively affect numerous businesses. The central bank aims to understand how these changes might influence the broader economy and financial systems. This initiative reflects growing apprehension about AI's transformative effects on employment and industry sectors.

#BankOfEngland #AI #ArtificialIntelligence #Economy #FinancialImpact #JobLoss #Business #CentralBank #Simulation #Industry #Employment #Technology