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: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'Teaching Robots Interactively'.

assistant: **Innovation**

Programming and re-programming robots is extremely time-consuming and expensive, which presents a major bottleneck for new industrial, agricultural, care, and household robot applications. My goal is to realize a scientific breakthrough in enabling robots to learn how to perform manipulation tasks from few human demonstrations, based on novel interactive machine learning techniques.Current robot learning approaches focus either on imitation learning (mimicking the teacher’s movement) or on reinforcement learning (self-improvement by trial and error). Learning even moderately complex tasks in this way still requires infeasibly many iterations or task-specific prior knowledge that needs to be programmed in the robot. To render robot learning fast, effective, and efficient, I propose to incorporate intermittent robot-teacher interaction, which so far has been largely ignored in robot learning although it is a prominent feature in human learning. This project will deliver a completely new and better approach: robot learning will no longer rely on initial demonstrations only, but it will effectively use additional user feedback to continuously optimize the task performance. It will enable the user to directly perceive and correct undesirable behavior and to quickly guide the robot toward the target behavior. In my previous research I have made ground-breaking contributions to the existing learning paradigms and I am therefore ideally prepared to tackle the three-fold challenge of this project: developing theoretically sound techniques which are at the same time intuitive for the user and efficient for real-world applications.The novel framework will be validated with generic real-world robotic force-interaction tasks related to handling and (dis)assembly. The potential of th
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 a project proposal abstract for 'Social Networks: Algorithms, Privacy, and Security' to be submitted under Seventh Framework.

assistant: **Abstract**

A social network is a network where nodes correspond to individuals (usually, but they may be different entities, e.g. companies) and links indicate some relationship between them. This project is about the development of algorithms for online dynamic social networks, understanding influence processes, and the study of some issues related to security on social network. First we plan to build the algorithmic basis for the problems in the social networks. Our idea concentrates on stating basic combinatorial optimization problems in new settings that are driven by applications to real-time social networks. We plan to study NP-hard problems in a dynamic real-time setting and in the setting where a universal solution has to be stored in limited memory. The study of these problems is motivated by direct applications in social networks such as message broadcasting, clustering, and service localization. The ubiquitous connections through the various social networks put us on a continuous risk. First of all it becomes hard to retain privacy, as collectively these social networks contain sensitive private information. In addition, each social network we are contained in is a new possible threat for our computer system. It might be a source of spam or an entry point of a new virus. In this project we want to construct methods for data anonymization and game-theoretic models for virus and spam spreading in social networks. The applicant as well as the corresponding host form a unit well fit for the aforementioned tasks as they combine expertise related to all those topics.
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 the novelty, innovation potential and advance beyond the state of the art for 'Transformative Social Innovation Theory project' (TRANSIT).

assistant: **Innovation**

The aim of TRANSIT (Transformative Social Innovation Theory) is to build a theory of social innovation that is useful not only to academics, but also to policy makers, social entrepreneurs, and other stakeholders. The starting point for TRANSIT is the need to understand transformative social innovations: social innovations that contribute to systemic changes that address urgent societal challenges. TRANSIT unpacks the relation between social innovation and systemic change in the context of a rapidly changing world that faces ‘game changing’ developments (e.g. financial crisis, climate change or the ICT-revolution). TRANSIT will explore constituent links in the causal chain between social innovation and systemic change. The main research question is: How and under what conditions do social innovations lead to systemic change, and how are actors (dis)empowered in transformative social innovation processes? TRANSIT will develop a new theory of transformative social innovation, drawing upon a range of existing theoretical and methodological approaches to innovation and social change, and using a systems innovation and sustainability transition research framework as a starting point. Empirically, TRANSIT takes an embedded case-study approach to conduct a multi-leveled, cross-national comparative analysis of social innovation projects and networks across Europe and Latin America, combining in-depth case-study analysis with quantitative meta-analysis. The new theory of transformative social innovation is thus both grounded in in-depth case-studies as well as tested and generalised in a cross-national data-base. The research concept of TRANSIT is to create an iterative interplay between: empirical research on social innovation; the development of a new empirically-grounded theo
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 a project proposal abstract for 'Becoming Intercultural - the Diversification of the Political Subject in Multicultural Societies A Theoretical and Practical Approach' to be submitted under Seventh Framework.

assistant: **Abstract**

It is agreed that multiculturalism (MC) has become one of the dominant discourses in Western political theory and practice concerning the needs and demands of weakened minorities, giving increasing attention to issues of identity and recognition of cultural difference. Despite nearly thirty years of political experiment and research, pressing questions concerning weakened minorities' status within Western democracies are still disputed.  Principally, this research project claims that issues of intercultural (IC) interaction between different and conflicting communities have scantily been addressed by the MC paradigm. Based on empirical phenomena and philosophical perspectives, the main research object goes beyond MC assumptions and politics focusing on IC practices and their effects on the MC state of affairs. Then, the project will develop a theoretical framework for interpretation of (i) the properties of day to day social, IC practices between individuals and groups across different communities in European societies, and of (ii) the diversification of the construction of subjectivity and identity as a result of the incorporation into practices and modes of thought together with cultural others in various micro-social spheres.  The research will be conducted using the philosophical tool-kit of post-structuralist critical thought in cultural studies and politics principally those of the French philosophers G. Deleuze and M. Foucault.  At the practical level, the project engage with the insufficiency of present MC politics to cope with the heterogeneous state of affairs in European societies, making sense of IC practices and their effects on the changing operations of power across the socia field in specific spaces of action, both for inter-group relations and the self.
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 'Molecular dissection of transcription factor mediated hematopoietic cell rogramming' (2002-2006) under Sixth Framework.

assistant: **Objectives**

Hematopoietic differentiation proceeds through a series of binary decisions where lymphoid and myeloid precursors are specified first, followed by more restricted bi- and monopotent progenitors. Each step involves extinction of the original gene expression program and establishment of a novel gene expression program. This is thought to be accomplished by both antagonistic and synergistic transcription factor interactions that establish cell type specific transcription factor combinations. Recent work from t he host laboratory demonstrated that enforced expression in B cells of either the C/EBPa or C/EBPb transcription factor reprograms these cells into macrophages by a series of paralell and sequential events that require endogenous PU.1. The proposed researc h project aims at dissecting the process of trans-differentiation in this system through analysing the changes that occur both at the level of gene expression and of transcription factor occupacy of target gene promoters. For these studies I will use B cel ls infected with an inducible form of C/EBP which will permit to observe the changes in gene expression over time, using Affymetrix-microarrays and quantitave PCR. To identify C/EBP and PU.1 target genes in B cells and macrophages I will use a ChIP-on-chi p" approach. Results obtained should lead to a better understanding of the lymphoid and myeloid cell branching process and the molecular events accompanying reprogramming of one differentiated cell type into another."
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 'Cubbit. The first distributed data-center.' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Cubbit srls is a high-tech startup developing new technologies for cloud services industry. Founded in July 2016, the company is based in Bologna (Italy) and backed by VC fund Barcamper Ventures.Companies that use cloud services look for excellent performances, competitive prices and the highest data security. They are now forced to choose between effectiveness and affordability. This problem arises because the current standard of centralised cloud (i.e. one web farm serving millions of users) has huge operating costs and recurring failure points concerning data security.Cubbit srls has invested €151k to develop a technology able to disrupt the global cloud industry by eliminating the root cause of its problems: centralised web farms. Cubbit replaces them with a distributed data-center based on a p2p network made of domestic servers that is cost-saving, scalable and secure by design.It is also environmentally sustainable: Cubbit uses around 10 times less energy than centralised cloud does. This is why Cubbit srls was selected by EIT Climate KIC in 2017.Via a simple and cheap domestic server, Cubbit’s software recycles users’ internet resources that are currently unexploited. It re-sells them to business customers (SMEs) in the form of cloud services that are at the same time secure, efficient and inexpensive. The generated value is shared back with the users though the Open Revenue Program. Cubbit leverages the power of crowd-sourcing in opposition to the current ownership-based cloud to create a Community Cloud. As in a mutual company, the users that join Cubbit both contribute to and benefit from our co-op network.The first cloud service provided by our distributed data-center is Cubbit for Individuals, currently at TRL6.We are applying to conduct the Feasibility Stud
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 'Improved Performance, Larger Memory, Longer Battery Smartphones' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

For decades, computer manufacturers have been able to keep up with Moore’s law: the number of transistors on a chip doubled every two years or so, resulting in better-performing, faster and more energy-efficient chips. Manufacturers and consumers were satisfied. But now we are reaching the physical limits of shrinking circuits. Furthermore, manufacturing costs are becoming prohibitive, as the design and production process gets more complicated and slower. Meanwhile, technology continues to grow in complexity. Applications are becoming increasingly data intensive and devices are becoming more intricate. Consumers still want higher speed and better performance. The industry can no longer keep up with this demand.  How can we fill this demand gap? Memory is the key. The main memory, also known as RAM (Random Access Memory), determines how many programs can be executed at the same time and how much data is readily available to them.  The memory system is the fundamental performance and energy constraint on almost all computing systems. The end of Moore’s law means that we will not get more transitors on a memory chip. This is a problem because memory constraints can inhibit introduction of more powerful applications, as well as limiting the number of programs and applications that can run at the same time.  ZeroPoint has found an innovative way to solve this problem: squeeze more information onto a memory chip. This disruptive technology, called MaxiMem, is a patented compression/decompression technology. It can be installed in smartphones, tablets, computers, or IoT devices. A 3X increase of the main memory will enhance computing devices performance while reducing power consumption and costs.This allows us to, in effect, extend Moore’s law for memory chips without changing
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 'European liberty and security: security issues, social cohesion and institutional development of the european union' (ELISE), addressing dissemination and exploitation.

assistant: **Impact**

The atolition of internal frontier controls, the establishment of a common external frontier, the initiation of common EU internal and external security frameworks and the forthcoming EU enlargement, have created a new situation in Europe that calls for fundamental societal and institutional adaptations. The risks involved in these adaptations, including in particular counter-terrorist measures, are the subject of public debate, especially the trade-off between liberty and security. The aim is to devise a conceptual and empirical basis and policy proposals for institutional changes to be considered at the next IGC which are aimed at ensuring security but do not undermine civil liberties, human rights or European citizenship rights. Tools for assessing future initiatives will be recommended. Perspectives will be drawn from an interdisciplinary consortium of experts.
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 'Intensity Modulated Photoluminescence Spectroscopy for Stable Perovskite Solar Cells' (IMPLS) under Horizon Europe.

assistant: **Objectives**

The solar cell industry already has an annual value of 200 billion US dollars and is expected to triple in the coming ten years. Within that period, an emerging solar cell material – halide perovskite – is projected to capture 20% of the market, by being used in combination with current market-leading silicon solar cells. While the efficiency of this emerging solar material is outstanding, ionic migration that occurs during solar cell operation leads to poor stability, which is the main factor limiting commercialization today. The current state-of-the-art techniques for measuring ionic migration require electrical contacts, cannot be used during the manufacturing process to understand which steps lead to instability, cannot be used for spatial mapping and provide no chemical information about the migrating ionic species. This means that such tools have limited utility in understanding and solving the stability problem. We have developed a purely optical technique for measuring ionic, chemical and defect processes in halide perovskite semiconductors – intensity modulated photoluminescence spectroscopy (IMPLS) – which overcomes all the limitations associated with state-of-the-art measurements. The goal of this ERC PoC project is to benchmark IMPLS against state-of-the-art techniques for measuring ion migration in halide perovskite materials and build prototypes of instruments that meet the market demand for understanding and solving the stability problem in halide perovskites. This will be done first in the research market, setting the stage for entering the much bigger development and manufacturing markets in the future.
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 2020 proposal on 'Smart room and Mobile APPlication Development Suite for hospitality'.

assistant: **Innovation**

SMAPP is an IT hospitality platform that integrates a smart room solution and a mobile application development suite, helping hotels to offer a 360º experience to their guests, increasing repeat customers while decreasing management costs by 18%. Luxury, boutique hotels, upper-scale accommodation providers and resorts strive to provide 360º experiences to their guests by improving the quality of service while reducing costs. The SMAPP system overcomes these challenges with two critical services: a custom mobile guide and a comfortable smart room experience. SMAPP includes the following components: - A Mobile Application Development suite and Content Management System for hotels. - A native mobile application for Android, iOS and Microsoft platforms for travelers. - A mesh wireless room to control devices such as lighting, heating, humidity actuators and sensors based on the Z-Wave technology. - A web management console which provides hotel owners with a Hotel Management System and an interface to room's devices. - Room controllers acting as interfaces between the management system and room’s devices. SMAPP is a disrupting solution promoted by an established luxury accommodation provider, DELTAFIN21, in collaboration with ZUNA, a promising hospitality technology provider. The solution, which is already backed by important electrical engineering companies as well as hospitality providers, will be demonstrated in 4 pilot projects throughout Europe. In Phase 1 we will analyse installation requirements, select the pilot hotels and technological partners and define the business plan and Intellectual Property strategy.
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 executive summary for the EU project 'PLATFORM FOR THE FRONTLINE OF OSTEOPOROSIS PREVENTION' (MOsteoDD) targeting Horizon 2020.

assistant: **Abstract**

Osteoporosis is the most common reason for broken bones among elderly women. In the European Union, annual direct medical costs of fractures attributed to osteoporosis reach €36bn and are expected to rise to €76.9bn by 2050 in pace with the aging of population.Early diagnosis and prevention is the key to reducing this burden and deliver more efficient health care to European citizens with new tools for doctors to better serve their patients. Our mission at BONE VITAE (www.bonevitae.pl, Wroclaw, Poland) is to implement fast in-practice medical screening for early flags of osteoporosis with our patented osteoscanner ICT platform, the new frontline of prevention. Our non-invasive and painless bio-impedance spectroscopy technology is the only one that provides data on bone composition and chemical changes that mark the very start of osteoporosis onset, when there is still time to prevent it.The Multi-electrode Osteoporosis Detection Device (MOsteoDD) platform is an exciting market opportunity for our company, a small, highly innovative venture with a powerful patented core technology seeking to enter the growth market of osteoporosis diagnostics worth $6–7 billion a year globally. Our patented six-electrode setup provides 95+% diagnostic accuracy results in less than 40 seconds, while the platform’s web service will analyse the device output and generate a written report for doctor’s use allowing pre-diagnosed patients to be referred for further scanning (DEXA) or for prescriptions to be issued. The first version of the MOsteoDD osteoscanner has clinical validation in Poland and the CE mark (Conformité Européenne), and is currently at Minimum Viable Product (MVP) stage at Technology Readiness Level (TRL) 8. Current efforts are directed at maturing the platform to specific c