RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe how 'Web-enabled and Experience-based Cognitive Robots that Learn Complex Everyday Manipulation Tasks' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

Enabling robots to competently perform everyday manipulation activities such as household chores exceeds, in terms of task,activity, behavior and context complexity, anything that we have so far investigated in motion planning, cognitive robotics, autonomous robot control and artificial intelligence at large.  For achieving robust, adaptive, effective and natural performance of everyday manipulation tasks, it is not feasible to expect that programmers can equip the robots with plan libraries that cover such open-ended task spectrum competently.RoboHow.Cog targets at enabling autonomous robots to perform expanding sets of human-scale everyday manipulation tasks - both in human working and living environments. To this end, RoboHow.Cog will investigate a knowledge-enabled and plan-based approach to robot programming and control where knowledge for accomplishing everyday manipulation tasks is semi-automatically acquired from instructions in the World Wide Web, from human instruction and demonstration (videos), and from haptic demonstration.The knowledge-enabled control will be made possible through extensions of constraint- and optimization-based movement specification and execution methods that allow for the force adaptive control of movements to achieve the desired effects and avoid the unwanted ones. In addition, novel perception mechanisms satisfying the knowledge preconditions of plans and monitoring the effects of actions will make the RoboHow.Cog approach feasible.The software components that will come out of RoboHow.Cog will be integrated into complete generic robot control systems such as ROS, and, in particular, into Aldebaran's humanoid platform Romeo. RoboHow.Cog will strive to make the code of many of its components - and even of large parts of the Milestone de
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon Europe proposal on 'Clonal hematopoiesis in cancer'.

assistant: **Innovation**

Clonal hematopoiesis (CH) is the expansion of somatically mutated hematopoietic stem cells. Clonal hematopoiesis of indeterminate potential (CHIP) occurs when CH is driven by mutations in myeloid driver genes in individuals without hematologic disorders. CHIP increases the risk of hematological malignancies and chronic inflammatory diseases. CHIP is also associated with a higher incidence of non-hematological malignancies, such as lung cancer. These associations underline the importance of CHIP in the development of both malignant and non-malignant diseases. Patients with cancer have higher prevalence of CHIP compared to the general population and are at risk of developing therapy-related myeloid neoplasms (t-MN). As the prognosis of t-MN patients is poor, identifying and managing cancer patients with CHIP at risk of developing t-MN is critical. Moreover, patients with solid tumors and CHIP have an excess mortality not fully explained by increased rates of hematologic or cardiovascular diseases. Thus, a knowledge gap remains in understanding the role of CHIP in cancer, both in solid tumor progression and as a precursor to high-risk t-MN. I propose to address key challenges in four interconnected areas of (1) early detection of CHIP, (2) systemic role of CHIP at the solid tumor-immune interface, (3) interception of CHIP evolution, and (4) precision diagnostics at progression to t-MN, using a multidisciplinary approach at the intersection of computational genomics, artificial intelligence, myeloid cell tumor biology, and precision oncology. I will develop tools for the early detection of CHIP during routine clinical care, elucidate the role of CH in tumor evolution, identify mediators of CHIP evolution towards t-MN, and define a novel molecular t-MN classification. This p
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'BIOMEDICAL CAPACITIES SUPPORT PROGRAM' (BIOCAPS), addressing dissemination and exploitation.

assistant: **Impact**

The Institute of Biomedical Research of Vigo (Spanish acronym IBIV) (http://www.ibivigo.org) has the goal of promoting basic, applied and translational research in the biomedical field. The main objective of the BIOCAPS project is to strengthen a national Institute of Excellence in Biomedical Research bringing together the needs of the health service and the scientific and technological offers, tackling the challenges of the society through biomedical research and innovation. All activities will be directed to this goal and to increase the critical mass and lines of research through the incorporation of senior scientists and equipment, collaborations with the leading research centers of Europe, and to develop technology transfer activities. The expected impacts of the BIOCAPS project will be: the increase of the quality and quantity of the research developed in the IBIV, a closer interaction between basic and applied researchers, and more innovation (patents licenced, protocols, etc.). IBIV will become a dynamic actor of the European Research Area (ERA), by creating a focused research core in a region which is considered highly strategic due to its socio-economic conditions.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'Impact assessment and authorisation procedure for installations with major environmental risks' (1994-1998) under Fourth Framework.

assistant: **Objectives**

The goal is to illuminate the process by which controversial installations with major environmental risks are presented to the public and appraised.OBJECTIVES : The goal is to illuminate the process by which controversial installations with major environmental risks are presented to the public and appraised. DESCRIPTION : The project contains an analysis of the process by which the health hazards due to air and water pollution are quantified and communicated. Six case studies set at an early stage in the authorization procedure are selected. Contingent valuation and other surveys of the decision makers and of the public allow an assessment of the valuations and preferences of the various stakeholders in the proposed development. One feature of the approach is that a real time input into the decision process can take place. The work seeks to link an objective" quantification of impacts and risks, with their "subjective" valuation by the population. The focus is on communication: communication of the fears and concerns of the public to the scientists undertaking impact assessments, and the communication of the estimated impacts and risks to the population. The results should lead to improved methods for the quantification of environmental damages and costs. These are key inputs to any authorization procedure and allow the improved communication and management of environmental risks, particularly where no safe threshold for emissions beyond background levels currently exists. Progress in this field will enable a more rational and efficient allocation of societal resources for protection from such risks. "
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an impact statement for 'Information, health & social needs of older, disabled people (parkinson's disease) and their carers.', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

The information, health & social care needs of older people with disabling conditions often differ from those perceived by professionals. Consequently they go unmet. A full understanding of the nature & personal implications of disabling illness empowers individual sufferers to optimise management & maximise independence & quality of life. This project will conduct empirical research to ascertain the personal views & experiences of 500 older people & their lay carers, all with differing physical, mental & social disabilities, cultural, social & economic backgrounds & compare them with the perceptions of 700 professionals in 7 European countries. In addition the views & experiences of an 'expert round table' of users, professionals & voluntary bodies from across Europe, together with an extensive literature review, will all be used to create a critical mass of knowledge to enable recommendations for policy & service provision & the development of comprehensive educational materials for sufferers, carers & interprofessional education. To ensure that more appropriate standards of support. Services & care are available for older disabled people.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'Information Theoretic Evaluation of Random Content Generation in Games' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

INTERCOGAM’s goal is to develop and use information theory based intrinsic motivation formalisms to evaluateautomatically generated game mechanics. Content generation is one of the production bottlenecks of professional gamedesign, which has begun to be addressed by procedural content generation. In this field, search based procedural contentgeneration uses the idea of evolutionary algorithms to represent, modify and adapt games and game content to maximisefun and engagement with the game. One major challenge here is the identification of widely applicable fitness functions,which capture the different aspects of what makes a game fun, such as challenge level, complexity, pacing, etc.INTERCOGAM will relate psychological and game design concepts of game experience to either existing formalisms forintrinsic motivation or develop new ones, where appropriate. Human play testers will then play procedurally generatedgames and evaluate their own experience, allowing us to verify whether our formalism captures the actual human motivation,and whether humans indeed act according to certain intrinsic motivations. INTERCOGAM will yield both, a tool to generatenew and engaging game ideas, aiding better and faster game design, and provide new insights into how the human mindengages with different worlds where there is no external reward present.


**Keywords:** Computer Games, Intrinsic Motivation, Search Based Procedural Content Generation, Information, Theory, Empowerment, Artificial Intelligence, Procedural Content Generation
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'Thematic network on solid oxide fuel cell technology (SOFCNET)' (SOFCNET), addressing dissemination and exploitation.

assistant: **Impact**

This proposal suggests the establishment of the thematic network SOFCNET. The objective of SOFCNET is the support and acceleration of European industrial development. By bringing together all types (from universities to end users) of SOFC involved organisations in Europe, the network promotes knowledge exchange, a better understanding of industrial needs and collaboration, particularly on critical issues for the commercialisation of SOFC systems. Further the SOFCNET should result in a more efficient use of EU and national RTD resources and contribute to the realisation of a critical RTD mass for solving European energy related problems. Additionally, a competitive European SOFC industry shall have a positive influence on employment.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'Next Generation ‘Unified Guest Engagement System’ for Smart Hospitality Services and Unparalleled Guest Loyalty.'.

assistant: **Concept**

The proposed innovation project aims to deploy HSTech’s next generation disruptive ‘Unified Guest Engagement System’ (UNIGEM) that relies on the company’s proven and award winning cloud-based guest engagement platform: ‘m-hospitality’ which demonstrates outstanding results by generating increased revenue for hotels, improved guest satisfaction, optimized operations, enhanced brand image and loyalty, and improved quality of customer service. As such, UNIGEM introduces a new paradigm in the travel sector by expanding and automating the operation of local business ecosystems in hospitality and tourism sector. Ultimately, the proposed solution challenges the dominance of Online Travel Agents (OTAs) by interconnecting hotels and Tourism Service Providers (TSPs) under a federated loyalty programme, creating this way a single point of access for guest bookings. UNIGEM uses big data technology to integrate hotel and TSPs data, and data from their interaction with guests. Through its advanced analytics engine it extrapolates on personal tastes and needs and through real-time data evaluation, it enables guests to enjoy individualized experiences leading this way the hospitality industry from personalization to individualization. UNIGEM will stimulate an ecosystem-oriented symbiotic business culture between hotels & TSPs, driven by quantified economic benefits. Guests will also enjoy fulfilling experiences through effortless interaction with service providers, while winning rewards from service consumption. In addition, UNIGEM will increase employment opportunities in local communities and promote the cultural uniqueness of each destination. By investing in UNIGEM HSTech expects an NPV ranging from 15M€ to 35M€ & IRR from 31% to 85% (worst-case and baseline scenario respectively)
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain the overall concept, methodology and approach for the project 'Preventive solutions for Sensitive Materials of Cultural Heritage' (SensMat).

assistant: **Concept**

Preventive conservation (PC) has emerged as an important approach for the long-term preservation of sensitive cultural heritage (CH), notably for mobile artefacts, those displayed or stored in harsh environments and for small and medium-sized museums. SensMat aims to develop and implement effective, low cost (<20 – 30€ for basic platform), eco-innovative and user-friendly sensors, models and decision-making tools, as well as recommendations and guidelines to enable prediction and prevention of degradation of artefacts as a function of environmental conditions. SensMat is user-driven (inclusion of 19 museums in the project plus survey of 100 more), and the consortium has solid existing results and a strong capacity to mature the sensors, models and decision-making solutions to TRL 7 during the project. Based on multiscale modelling, data management systems, collaborative platforms and sensor communication networks (IoT), museums stakeholders will be informed in real-time of possible dangers to their artefacts, thus reducing degradation risks and costly conservation treatment. Demonstration of the platform in 10 representative case studies in museums, historical buildings, storage sites and workshops will prepare rapid uptake after the project. Knowledge transfer, training, and recommendations of best practices will facilitate standardization, strategy implementation, new policy definition, and wide-scale adoption of the new solution by cultural heritage sites immediately after the project.


**Keywords:** preventive conservation, cultural heritage, artefacts, museums, IoT (internet of things), restoration, micro-climate monitoring, multiscale modelling, big data, open data repository, demonstration
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'Law Enforcement mobilities Across Borders' (LEmobAB), addressing dissemination and exploitation.

assistant: **Impact**

The project 'Law Enforcement mobilities Across Borders' (LEmobAb) investigates how practices of cross-border police cooperation (CBPC) contribute to the production of a legal and political European space. Its overall aim is to connect bottom-up insights from selected border-regions with ongoing legislative developments on EU level aimed at enhancing police cooperation, in particular the upcoming proposal for a new regulation, the Police Cooperation Code. Three questions lead this research. 1) Empirically, what are the relations and variables between situated bilateral CBPC and the role of legal-geopolitical practice in fostering security cooperation? Conceptually, what role do LE mobilities and border-regions play in the creation of a European space? And applied, how can qualitative police- and security-researchs understanding of complex social, legal and political dynamics increase its impact? The focus upon LE mobilities (CBPC) as spatial-legal practice enables to contribute filling three gaps: 1) at scholarly and policy level, an empirical research research gap, 2) at the intersection between social and legal police-cooperation scholarship and critical security and EU studies, the need for space-and-practice sensitive concepts of law-making and of law-enforcement, 3)  in public scholarship, the under-used potential of academic knowledge visualisation for increased impact.   This study will produce empirical results accompanied by empirically grounded practice-oriented and space-sensitive concepts, regarding a delicate but core element along the process of European Integration  the exercise of executive powers beyond national jurisdiction. Results will provide critical understanding of legal frameworks and of social practices which are of relevance to HE cluster III
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Advanced predictive-analysis-based decision-support engine for logistics' under Seventh Framework.

assistant: **Concept**

Logistics networks accumulate OVER 1 BILLION new items of information per month (customer orders, pallet-vehicle movement, GPS data, postcodes, depot data, etc.), generated every minute of each day by thousands of pallets travelling on hundreds of trailers for more than one million customers under hundreds of thousands of postcodes, each with multiple different service requirements. Patterns and dependencies in 50 million or more data elements can only be analysed by intelligent data-mining approaches linked to strategic decision making based on longer term analyses of billions of pieces of information.ADVANCE will develop an innovative predictive-analysis-based decision support platform for novel competitive strategies in logistics operations.The ADVANCE software will have the capacity to both analyse massive data sets for long term planning, and rapidly process huge amounts of new data in real time. It will provide a dual perspective on transport requirements and decision making dependent on the latest snapshot information and the best higher-level intelligence.We will employ data mining, machine learning and optimisation techniques (heuristics, ant colony optimisation, evolutionary algorithms) to aggregate structured but locally confined data, and extract actionable information to improve local dispatching decisions (deadheading minimisation, early detection of missed due-dates, forecast of expected partnership modification, etc.). As a key to incorporating appropriate end-user perspectives and enabling users to interpret and assess automatically suggested decisions, ADVANCE will integrate human expertise (through cognitive modelling; Bayesian belief networks) with data mining algorithms and distributed data mining in particular.Industrial implementations will have a