The digital space has helped advance global conversations and collaboration but also exacerbated and fanned identity-based divisions in society. In today’s interconnected world, fostering digital literacy, global citizenship education and media literacy have become essential—not only for personal development but also for “promoting peaceful and inclusive societies”. Equipping individuals with the tools to critically evaluate online content, recognize misinformation, and understanding media biases fosters responsible decision-making and self-awareness. Critical inquiry builds cognitive skills, a questioning mindset, and encourages civic engagement by prompting reflection on how online content shapes perception and action. UNESCO MGIEP operates in building social and emotional skills such as empathy, compassion, mindfulness, collaboration, collective problem solving, critical inquiry, appreciating interdependence and systems thinking. These skills collectively boost and support emotional resilience that helps to navigate media in the digital age responsibly and in countering online hate and polarization. Ethical journalism can be repositioned as an effective peace building tool and pathway that highlights the narratives of unity, mutual respect and coexistence, resilience, and dialogue over sensationalism. Addressing hate speech, trolling, and digital echo chambers through empathy, emotional regulation, and conflict resolution helps young people navigate digital spaces with compassion. Interactive methods like digital storytelling or role-playing allow young people to step into others’ shoes, exploring diverse identities and perspectives. These activities cultivate empathy, encouraging dialogue over division. UNESCO MGIEP focuses on empowering youth as peacebuilders, enhancing civic participation, and leadership. Youth-led campaigns promote inclusion and digital peace leveraging the power of social media for advocacy. Whether raising awareness on mental well-being, building emotional resilience, working towards behavioural change for climate justice, or global citizenship, these initiatives foster a sense of agency and purpose towards building sustainable and peaceful societies. In regions experiencing political tension or ethnic divides — like parts of Northeast India — misinformation and manipulated media can fuel distrust, deepen divisions, and trigger violence. This keynote address will explore how UNESCO and MGIEP’s Media and Information Literacy norms and training modules advances SDG 16 – the promotion of peaceful and inclusive societies. Read More
Then And Now: New Post-Pandemic Challenges To Digital Rights Advocacy In India
The COVID-19 pandemic has greatly affected civil soci ety – operations were disrupted, new issues emerged, and civic space continued to close.1 The pandemic brought about travel restrictions, supply and network chain disruptions, and a lack of access to many of the services that civil society organisations (CSOs) offered. Consequently, digital technology emerged as a way for civil society to network, collaborate and engage in their areas of work and on their priorities. Although digital tools reshaped global communications decades ago, lockdown measures strengthened digital adoption among movements, organisations and communities, with many using social media to mobilise people and resources, organise, and engage in advocacy, networking and campaigning to raise concerns and seek support and solutions. Read More
Plugging the Leaks: North-East India and Development
For over a decade there have been reports of central funds meant for the north-eastern region going into the wrong hands. The Government of India has proposed creation of the post of joint director in the Central Bureau of Investigation exclusively for the north-east to check the leakage of development funds. Though late in coming, this is a welcome move. Read More
Emerging Challenges Of Internet Governance In North East India
By Violina Barman Internet governance as a concept came to the view of the wider public with proceedings of the World Summit on the Information Society in 2003 and 2005 under the aegis of the United Nations (WSIS). There were a series of developments after that, the more major ones being Working Group on Internet Governance (WGIG) in 2005 and Internet Governance Forum (IGF) in 2006. The purpose of the Internet Governance Forum is to provide a platform for multi-stakeholder debate and discussion on a wide range of themes. From the early days when internet governance was limited to discussions around critical systems required for the internet’s functioning, the global fora on internet governance have increasingly attempted to address many issues which once would not have been possible. However, the IGF has come under criticism for not leading to decisions and judgements at the end of the discussions. Another criticism of IGF has been that it lacks meaningful participation from its many stakeholders. As such, regional and national fora for discussion on policy issues related to the internet can help streamline an agenda towards action on context-specific issues. In 2021, Indian government launched the nation-specific chapter of IGF, the India Internet Governance Forum (IIGF) to attend to the nation’s E-Governance and National Security issues, among other aspects. As a field of study, internet governance borrows significantly from the field of international relations and politics. Early studies have also focused exclusively on perspectives from science and technology studies. As the world moves towards AI, ML; as also the recognition of the need to provide access to ICT for meaningful usage, there is a need to study internet governance from a sociological perspective. And as internet is a global phenomena with local presence and experiences, the India’s North East India Region is not isolated from its impact, experiences, challenges and mitigations. Infrastructure and the Internet The North East Indian states constitute 7.9% of India’s geographical area; and as per the last census of 2011, are 3.8% of the population. The formation of East Bengal and Burma at the time of independence from the United Kingdom is recognised as a rather tangible break in the once better networked economic geography of the region leaving aside the 27-km-wide Siliguri Corridor as the only link to the rest of India. The region was left largely isolated from the development paradigm until the 1990s when economic reforms were introduced (Ziipao, 2020, p 14). Raile Rocky Ziipaoforegrounds the fact that all benefits of development have been concentrated in the urban centres of North East India while the externalities of development had been disproportionately faced by the tribal territories. Depending on calculations of national security, viability as a resource frontier, challenges posed by the geographical terrain, or due to the fate of centrality of location vast sections of the North Eastern region still remain outside of infrastructure and connectivity considerations and by extension lagging in several development indicators. (Ziipao, 2020, p 17) Connectivity & Meaningful Access Last Mile is an Internet Conundrum Depending on one’s location, socioeconomic and geographical, the role of the internet in everyday life is becoming increasingly less optional to the point that certain nations have entered the ‘era of compulsory computing’ with the United Kingdom putting in place a list of essential skills an adult need in a digital world. (Allmann & Blank, 2021) Closer home, the D i gi t alI n d i a programme is inching towards the inadvertent effect of making reliance on digital technologies compulsory. Banking, education and job applications, access to government services and schemes are only some of the tasks where online mode of access has come to be made preferrable, where not made wholly inaccessible offline. As such, internet connectivity is emerging as a new infrastructure which is constantly evolving in its nature and scope. In terms of internet access in the North Eastern Region, internet penetration and tele density of the region has been low with Assam (28.2%), Meghalaya (34.7%), Tripura (22.9%) being among states and union territories with less than 40% women using the internet, per NFHS 5 (2019-20). This has been sought to remedy by interventions like the ‘Comprehensive Telecom Development Plan’ for the North-Eastern Region. (No takers for NE Telecom Development plan, 2016) However, the mere presence of the internet does not guarantee the visibility of people to the data processes or their ability to access and configure data to create instead of being relegated to being passive consumers and subjects of data processes (Ada Lovelace Institute, 2021). There is a need to move away from thinking about the relationship of marginalised communities with the internet only in terms of the digital divide, and access to the internet and ICT. The new pressures of meaningfully using and navigating the digital space need to be accommodated by emphasising on the need to acquire capabilities to distinguish the usefulness and source of an information, and to contribute information. Discrepancies in capabilities of the user and configuration of the digital media can keep one from being able to fully utilise the internet to better their list of choices and alternatives to lead their lives (Mansell, 2002). The use of complicatedelectronic contracts, language barrier are some examples of such a discrepancy. When such a discrepancy arises, often the tendency is to render the people who are not easily accommodated in the set of parameters, fields, or with possession of documents in the right configuration mandatory for availing government services to be left disenfranchised from the new systems of welfare. There is much scope to deliberate upon ways to make the internet and digitally mediated spaces more inclusive in the region. Issues around Internet Mediated Spaces in Northeast India ICT -enabled scams and online fraud With the increase in internet and ICT usage in the country, crimes have moved to yet another domain of cyber crimes. A survey by TrustCheckr, a data analytics startup found that at 41%, highest UPI scams are experienced in eastern states
Corporate Social Responsibility: A Few Issues
Dr Aruna Dev Rroy, Assistant Professor, Royal School of Commerce, Royal Global University Corporate Social Responsibility (CSR) activities are growing at their pace and are undertaken by the corporates as mandate under the law. But there lays scope for discussion on a few topics which are still in the nascent stage and requires calibration. The issues like accountability through reporting, moral disclosure, social disclosure, and its relationship with CSR. These issues were widely discussed in the seventies and early eighties and then dropped out of sight. The current re-energized focus includes social, environmental, and ethical reporting by corporations. The notion of corporate social disclosure arises from a view of social theory which holds that the corporation owes a duty to the society; or has a social contract. The past decade has also seen a call for environmental accounting and reporting, one subset of social responsibility reporting (for example the Accounting Horizons, Beets, 1999, as well as the British and European literature reviewed by Bebbingtonet al. 1999; Gray et al., 1995; Gray 2002; Mathews, 1997). Elkington (1997) has made popular the notion of the triple bottom line, combining economic, social, and environmental reports. With the debate on type, direction and verification of environmental information actively joined there has also been a return to the earlier, broader discussion of social responsibility and it’s reporting. From accountability perspective, a significant research question can be raised as whether the current reporting practices truly reflect corporate social and environmental behaviour (Unerman, 2000). Several studies have revealed that it is highly doubtful that current CSR disclosure provides the stakeholder with a fair view of a company’s CSR performance. This doubt mainly originates from the fact that companies predominantly provide narrative CSR information (e.g., Adams et al., 1995; Al-Tuwaijri et al., 2004; Beck, Campbell, & Shrives, 2010; Guthrie, Cuganesan, & Ward, 2008; Wiseman, 1982). Neu, Warsame, and Pedwell (1998), for instance, argue that managers often disclose narrative information because such disclosures can be tailored to manage public impressions and improve brand visibility. Similarly, Hopwood (2009, p. 437) states that these disclosures can be used to increase the company’s legitimacy and, as such, may “even reduce what is known about the company and its environmental [CSR] activities.” To further the correspondence between reporting and actual performance, several prior studies have suggested a form of CSR reporting, which we will call comprehensive reporting. According to Robertson and Nicholson (1996), the ‘ideal model’ of CSR disclosure combines three hierarchical disclosure levels to close the gap between rhetoric and action. These disclosure levels are (i) ‘General Rhetoric’, which covers thecorporate recognition of the value of CSR; (ii) ‘Specific Endeavour’, which consists of CSR activities and (iii) ‘Implementation and Monitoring’ of CSR programs. In order for making CSR reports to be useful in making corporate activity transparent to stakeholders, the veracity of the information contained in the reports must be assured. There is evidence that financial markets have disciplinary mechanisms which, overtime, penalize firms that communicate in accurate information. Such mechanisms do not yet exist and may never be possible in the CSR realm due to the broad range of activities and consequences that can be addressed in CSR reports. Direct validation of the information contained in these reports can therefore be helpful in guaranteeing the truthfulness of claims made. Another emerging issue in CSR is the relationship between moral discourse and CSR. Moral discourse focuses on issues of ethics and value. The study of ethics is synonymous with the study of morality. More precisely, it refers to the study of moral principles of a particular group, as, for example, the professional ethics of evaluators. Habermas (Reynolds, 2008) in his study argues that moral norms gain validity not through their adherence to external universal criteria, as is often claimed. Instead, norms are valid if they are developed through an open and fair discourse among all parties affected by them. Kettner (1993) distils Habermas’ arguments about ideal speech into five propositions: • Generality – the discussion should be open and accessible to all interested parties, • Autonomous evaluation – participants must have opportunity to fully express interests, • Role-taking – participants must attempt to view the situation from others’ perspectives, • Transparency – participants must reveal their goals and intentions relevant to the issue, • Power neutrality – the discussion must be free from coercion. Each of these principles can be applied within the context of CSR. The generality proposition suggests that corporations have the responsibility to allow all stakeholders to participate in discussions about matters that can affect their welfare. Before ethical discourse about social responsibility can take place, corporations must identify those constituencies who hold a stake in corporate decisions. Autonomous evaluation requires that participants in moral discourse must have the opportunity to express their interests and objectives, to make assertions, and to question assertions made by others. In a practical sense, this requires corporations to identify relevant stakeholders and invite them or their representatives to participate in a discussion about the actions that might affect them. This principle requires corporations to go beyond the common practice of considering how their actions might affect stakeholders. The stakeholders must be allowed to speak for themselves. The role-taking proposition requires all participants in the discourse to attempt to understand the perspectives of other participants. Mutual understanding cannot be achieved when participants act strategically; working to negotiate to achieve their own desired ends. In a CSR setting, this requires companies to move far beyond strategic stakeholder management, and even past stakeholder consultation, to true stakeholderengagement. Transparency requires that parties in the discourse make their positions, goals, and interests known to other members. Although full transparency is unrealistic in the corporate realm in which companies hide information from competitors and others for strategic purposes, it can nonetheless serve as an ideal for stakeholder engagement. The final condition, power neutrality, is little discussed but critically important in the CSR realm. As discussed above, participants in moral discourse must fully disclose their own interests, as required
Perspective : Digital financial inclusion programs should be designed to be fair and accessible to all
The following is a perspective sharing on Digital Financial Access & Inclusion in North East India, as interacted with Shri Eugene Emmanuel Karthak, Director, Indian Institute of Bank Management (IIBM), Guwahati, Assam. Access and Infrastructure: How can access to financial and banking services be expanded digitally to reach underserved populations, including those in remote areas or with limited connectivity in North East India. There is much work to be done to expand access to financial and banking services digitally to reach underserved populations including those in remote areas or with limited connectivity. To begin with, there is still a need to invest in mobile broadband infrastructure as even when the state of internet connectivity and permeation is better than a few years, internet speed and reliability in the region have much scope to improve. Stable mobile broadband is essential for providing access to digital financial services. Governments and private sector investors can work together to expand mobile broadband coverage, especially in rural areas Secondly, onboarding of citizens to digital identification systems can help to verify the identity of customers, which is essential for preventing fraud and financial crime. There is a need for consolidating financial data of people which may exist across various financial institutions and service providers. Creating open Application Programming Interfaces or APIs can help remedy this issue. APIs will help to create a more seamless experience for the customers. There are also vast sections population who lack the skills and information required to operate digital financial services. For these underserved populations, there should be knowledge and skill development interventions planned by the government and financial institutions to capacitate them to use these services. Additionally, government regulatory barriers sometimes make it difficult for financial institutions to offer digital financial services in underserved areas. The government can consider easing regulatory barriers. These efforts could include reducing the cost of licensing and registration or simplifying the regulatory requirements for financial products and services. By taking these steps, governments and the private sector can work together to expand access to financial and banking services to underserved populations, including those in remote areas or with limited connectivity. This can help to improve financial inclusion and economic development. India, Kenya, and Mexico provide vibrant examples of digital financial inclusion aimed at reaching underserved populations. In India, the government has launched the Pradhan Mantri Jan Dhan Yojana (PMJDY) program, which aims to provide financial services to all Indians, including those in rural areas. The PMJDY program offers a variety of financial products and services, including savings accounts, loans, and insurance using the JAM Trinity. Similarly, Kenya has M-Pesa and Mexico has the Sistema de Pagos Electrónicos Interbancarios (SPEI). In Kenya, M-Pesa is a mobile money service that allows people to send and receive money, make payments, and access loans using their mobile phones. M-Pesa has been credited with helping to reduce poverty and improve financial inclusion in Kenya. In Mexico, the government has launched the Sistema de Pagos Electrónicos Interbancarios ( SPEI), which is a real-time electronic payment system. The SPEI allows people to make payments to businesses and individuals, even if they do not have a bank account. These are just a few examples of how digital financial services are being used to reach underserved populations. By expanding access to these services, governments and the private sector can help to improve financial inclusion and economic development. Affordability: How are digital affordability challenges affecting access to financial services digitally for low-income individuals and communities? For many people cost of devices if not internet access is still a challenge. The level of digital literacy required for accessing digital financial services is also less thanoptimal in low-income individuals and communities. These issues often lead to a distrust in digital financial services among individuals. They may be concerned about security or privacy, or they may not understand how these services work. These challenges can make it difficult for low-income individuals and communities to access the financial services they need. This can have a negative impact on their ability to save money, manage their finances, and build their credit. There are a number of things that can be done to address these challenges. These include: Efforts to make devices and internet access more affordable by providing private companies subsidies or tax breaks for these services; Governments and the private sector can provide digital literacy training to low-income individuals and communities. This training can help people learn how to use digital financial services safely and effectively. There is also a scope for collaboration across government and private sector to build trust in digital financial services among low-income individuals and communities. This could be done by educating people about the benefits of these services and by ensuring that they are secure and reliable. By taking these steps, governments and the private sector can help to address the digital affordability challenges that are affecting access to financial services for low-income individuals and communities. Awareness and Education: How can digital literacy and awareness about digital financial services be improved, particularly among marginalized communities? To improve digital literacy and awareness among marginalised communities, we may consider partnering with community-based organisations to extend affordable digital literacy training. This will help incorporate culturally relevant material and examples for financial education. Digital literacy training needs to be tailored to the unique needs of the marginalised community. The mode of training could employ a variety of teaching methods such as face to face instruction, online courses, and mobile apps to allow for flexibility in learning while providing the necessary assistance and monitoring. Trust and Security: How can trust in digital financial services be built, and what measures can be implemented to ensure the security of transactions and the protection of personal data? To begin with, financial institutions should build relationships with their customers. This can be done by providing excellent customer service, and by being responsive to customer concerns. Financial institutions should be transparent about their security measures and how they protect customer data. This can
Internet Shutdown in Meghalaya
Alexander L Passah PhD Research Scholar, Department of Antropology, North Eastern Hill University, Meghalaya, India ISSUES AND CHALLENGES FOR AN EMERGING DIGITAL SOCIETY Internet Shutdowns are defined as intentional disruptions in internet services by government authorities. This practice has been highly adopted in the Indian context, and according to Internet Shutdown Tracker (2022), India has registered 690 internet shutdowns. In addition, a report by SFLC.in titled Let the Net Work: Internet Shutdowns in India (2022) has provided a map of the distribution of reasons for internet shutdowns in India. It was found that terrorist threats accounted for 41 %, communal tension registered 24%, protests and political tension reported for 6 % and cheating in exams recorded 4 %. The duration of internet shutdowns varies from state to state and context to context. In the case of Meghalaya, internet shutdowns have been adopted a total of 16 times which have been spread out across different districts in the state. Gradually, this practice has become a reoccurring trend over the last few years. Internet Shutdowns in Meghalaya have generally been adopted under the banner of ‘ preventive’ measures. The suspension order focused on the use of social media applications like WhatsApp, Facebook, and YouTube, which have been stated to be used for the transmission of information which has the potential to lead to a breakdown of law and order. However, the practice of internet shutdowns leads to questions about its effectiveness. To highlight some of the complexities surrounding internet shutdowns in Meghalaya. The case of the most recent shutdown will be explored to identify its practicality of use in today’s emerging digital context. The United Nations (UN), on the 13th of May 2022, in their report on Internet Shutdowns, highlighted the concerns of its practice. They stated that “Shutdowns are powerful markers of sharply deteriorating human rights situations ”and further argued that over the past decade, they have tended to be imposed during heightened political tensions, with at least 225 shutdowns recorded during public demonstrations relating to social, political or economic grievances. The UN viewed shutdowns as restricting human rights monitoring and reporting, especially in the context of armed conflicts and during mass demonstrations, the fact that people could not communicate and promptly report abuses seems to have contributed to further insecurity and violence, including serious human rights violations. Mukroh Border Violence On the 22nd of November 2022, the Home Department of the Government of Meghalaya resorted to an internet shutdown in seven districts after tensions erupted in the borderlands between Meghalaya and Assam. This led to the death of six individuals – five villagers from Meghalaya and one Forest Guard from Assam. As reported by India Today NE (2022), the internet shutdown in the seven districts was limited to mobile internet suspension, and the internet was restored on the 28th of November, 2022. Before the internet shutdown, videos of violent scenes from the incident were circulated, such as gunshots fired and the lifeless bodies of the villagers who were shot. These videos took on a form of virality among local social media users. For the public, these videos triggered emotions of anger and condemnation. However, media reports from different agencies varied on what took place. Further, both governments’ positions varied on the incident and laid territorial claims of the event occurring within their borders. In addition, their positions and narratives on what transpired in Mukroh differed as Meghalaya took a position of ‘unprovoked’ firing. In contrast, the Assam Government, initially after the shooting, presented the situation as a case of‘ unnecessary and unprovoked’ firing. However, recent statements from the Home Minister of Assam have changed. He stated that “five people died as a result of police firing, which was done in self-defence and for the protection of government properties Contextualising Border Disputes To comprehend a deeper understanding of the events that transpired, one has to reflect on the socio-political history of the North Eastern Region (NER) and its construction. The North East is home to multiple ethnicities and identities, and this amplifies the political fragility of the region. The NER has witnessed various changes in its socio-political history from the colonial period to the post-colonial state formation. Border conflicts and territoriality are not novel and continue to hinder the land. Haokip (2023) states that the colonial and post-colonial demarcations of states arbitrarily have led to ethnic/tribal movements and contestations over regional borders. He further argues that: “the problem has never been the lack of technology and expertise to demarcate the state boundaries but the political will to solve the border issues by engaging the border people. After all, they are the ones who live there, not those who sit on committees and commissions or practise law at the apex court or are elected as members of the Parliament or State Assembly.” In addition, modern capitalist economic activities (such as resource extraction) combined with ethno-territorial assertions have added new dimensions to border disputes, as the loss of land is seen as losing social and political power and prestige (Bhaumik, 2009; Karlsson, 2023). As per a report by The Economic Times (2021), border disputes between Assam, on the one hand, and other neighbouring states have led to approximately the death of a total of 157 individuals and injured at least 361 persons and displaced more than 65,000 from 1979 to 2021. In addition, claims and counterclaims between states and the validity of what is acceptable have added to the complexities. Social Media and Conflict Social media has often been regarded as a tool to enhance democratic participation and has the potential to offer alternative narratives to contest and challenge the power dynamics of traditional mainstream media and the state. However, the rapid pace at which information can be disseminated has also contributed to emerging challenges of misinformation and polarization. During socio-political conflicts, when communities are emotionally engaged social media narratives can intensify. Social media usage not only represents individual identities but can also lead to larger collective identities. In the case of
SEBI’s Social Stock Exchange and Fund Raising for NGOs in North East
Dr Syed S. Kazi For decades, India’s Non-Governmental Organisations (NGO) landscape has pulsated with countless dedicated organizations tackling diverse challenges, from healthcare and education to environmental conservation. Yet, despite their unwavering efforts, fundraising often remains a daunting obstacle, particularly for smaller and emerging NGOs. This is where the Securities and Exchange Board of India’s (SEBI) Social Stock Exchange (SSE) is seen as a beacon of hope, offering a transformative approach to NGO fundraising. The Union Finance Minister in her Union Budget speech of 2019-20, had proposed creation of a SSE, under the regulatory ambit of SEBI for listing social enterprises and voluntary organizations working for the realization of a social welfare objective, so that they can raise capital as equity, debt or as units like a mutual fund (MF). Launched in mid-2023, the SSE is a dedicated platform where non-profits can access capital by tapping into a new pool of investors – those driven by a dual desire for financial returns and positive societal impact.Under this SSE segment, new avenues are attempted for social enterprises to finance social initiatives, provide them visibility and bring in increased transparency in fund mobilisation and utilisation by the enterprises. Any social enterprise, Non-Profit Organization (NPOs) / NGOs, or For-Profit Social Enterprises (FPEs), with their primary social and community development intent can get registered / listed on SSE segment. For eligible NPOs / NGOs, the first step for onboarding starts with the registration on the Social Stock Exchange segment. Post registration, NPOs can initiate the fund mobilisation process by issuance of instruments such as Zero Coupon Zero Principal (ZCZP) via a public issue or private placement. Currently the regulations have prescribed the minimum issue size as ₹1 crore and minimum application size for subscription at ₹2 lakhs for ZCZP issuance. While the National Stock Exchange (NSE) and the Bombay Stock Exchange (BSE) of India has received final approval from SEBI to launch SSE as a separate segment, the other Stock Exchanges are in the pipeline to enlist the same. In this completely new fund-raising instrument, Stock Exchanges are and shall be facing and addressing issues of engaging NPOs, build awareness and making them understand the mechanism and benefits from registering and listing on the Social Stock Exchange segment, hand holding Social Enterprises currently at various stages of onboarding on the Exchange. The SSE’s effectiveness hinges on two key pillars: transparency and impact measurement. Unlike traditional fundraising avenues, the SSE mandates rigorous social impact assessments and reporting frameworks. This is expected to foster trust and credibility, attracting investors who might otherwise shy away from the perceived “risk” of the social sector. Additionally, it is expected for the NGOs to demonstrate the value they create, not just through financials, but through tangible social outcomes. The North East India’s social and NPO / NGO sector operates in a rugged terrain, both physical and social. Its remote location, riddled with mountains and dense forests, makes reaching isolated communities a logistical nightmare. Coupled with limited infrastructure and connectivity, this remoteness has hindered resource flow and collaboration for long and till date. Scarce funding, with both government and private investors (less than 4 % of CSR funding in NER) hesitant due to perceived instability, further strangling development efforts.Despite lack of one source information, there are 8539 NGOs in NER (Darpan Portal, NITI Ayog), with Assam having the maximum of 3113 NGOs, followed by Manipur at 2862. While the active nature of these is not clear, given the recent new guidelines from FCRA and consequent financial viability of many and eventual many reaching the state of closing down, during and post Covid. According to the FCRA (Home Ministry) site, there are 147 NGOs in NER having FCRA license during 2012 – 2023. A key question is in this mix of active and non- active NGOs, how many shall be willing and can take the SSE route to fund raising, with the existing access and institutional barriers. In a region wherein information, processes, systems reaches late and with its own difficulties, the exploration and implementation of SSE in the region has its own challenges more than opportunities. The hurdle is sustained engagement and capacity building for the region’s NGOs and social enterprises on SSE as the NGOs may lack the financial and technical resources to comply with SSE listing requirements, such as robust impact measurement and reporting systems. Building this capacity shall take time with targeted support. Measuring and reporting social impact consistently across diverse sectors and organizations remains a challenge. Standardized frameworks and tools are needed to ensure transparency and comparability and the question is how and what levels the region’s NGOs stand on this. The SSE platform shall require sound technology infrastructure to handle transactions, data management, and investor outreach and can be a cost barrier for both the exchange and participating NGO / NPO organizations. The concept is still nascent, and reaching out to both NGOs in the region, and willing potential investors is no less herculean. Tailoring eligibility criteria to include the lesser number of active NGOs in the region and in each State is crucial to ensure inclusivity and empower grassroots organizations. With already very little fund flowing to the region, how and whether investors will be ready to walk the SSE mode to fund NGOs in the region and what shall be the safeguard mechanism to this. This unless stakeholders find it less important even if the region’s social and development sector moves into obscurity sooner due to drying funds and support. Developing robust and standardized impact measurement frameworks remains a complex puzzle. A key question is what mechanism and support system shall be made available for region’s organisations to effectively measure and report their impact, essential for attracting investors and maximizing social return on investment. Attracting investors to the SSE requires raising awareness about its purpose and potential. Investors who prioritize financial returns might need education and incentives to embrace impact investing in the NER. Accessing the SSE might be difficult for organizations in NER
Natural Language Processing (NLP): A means for human-computer interaction using the Khasi language
“Tham Annotated Khasi Corpus” By Dr Medari Janai Tham* Natural language processing or NLP enables a computer to analyse and understand human languages in written or spoken form. It is the backbone in the development of machine translation software, voice assistants such as Google Assistant, Siri, chatbots, automatic spelling correction, grammar checking, search engines, and so on. Machine learning is one of the techniques employed by NLP to carry out the above-mentioned tasks. As the name suggests, machine learning implies teaching a machine to learn to execute desired tasks by providing one essential component for learning which is data. This data is formatted according to the task at hand and provide a way for a machine learning model to be generated.This model is a mathematical representation and it is responsible for evaluating new cases which are similar to the data it has seen. Hence, the development of such data is an important step for any NLP task. In NLP literature, this data is called corpus which is a collection of machine-readable text that is sampled to be representative of a particular language. Such corpora exist for languages such as English, German, Chinese, Hindi, Bengali, Punjabi, etc. In English, the most widely used corpora are the British National Corpus (BNC) and it is popular among researchers due to its accessibility. However, not all of these corpora are easily accessible. Khasi Corpus Construction For resource-poor languages like Khasi, an Austro-Asiatic language family spoken mainly in the state of Meghalaya and some parts of Assam and Bangladesh, there is no available corpus till recently. However, now the Khasi annotated corpus titled “Tham Khasi annotated corpus” has been developed and is freely accessible through the European Language Resources Association (ELRA) via the link http://catalog.elra.info/en-us/repository /browse/ELRA-W0321/. The corpus comprises Khasi sentences formatted with parts-of-speech tags using the formulated BIS (Bureau of Indian Standards) POS (Parts-of-Speech) tagset to ensure standardised tagging with other Indian languages. This corpus can serve as a resource for researchers to perform various NLP tasks for the Khasi language. One such outcome is NLP tools for Khasi currently available in https://grammarkhasi.in comprising of POS taggers that automatically tag any given Khasi sentence with its parts of speech and a shallow parser that automatically detects Khasi noun phrases and verb phrases in a sentence. Corpus analysis has revealed the existence of 560 words that are multi-functional which lexicographers or any interested researchers can further investigate. The Tham Khasi annotated corpus is part of the PhD research output of Dr Medari Janai Tham, Associate Professor, Department of Computer Science, St. Anthony’s College, Shillong. Conclusion Developing language technology tools for an under-resourced language such as Khasi has been challenging and simultaneously exhilarating to discover the nitty-gritty of the language in the way studies such as this one exposes. The performance of the HMM tagger conditioned with the features intrinsic in the language has shown that it also provides good performance as reported in the literature relating to HMM POS taggers. This work, being a new initiative, annotating the corpus and developing the tagger, is limited by available resources; however, increasing the size of the annotated corpus for further analysis will be a good step forward. Download Full Post
Social media capital: Future trends in Meghalaya
Meghalaya, in today’s age, has seen a significant increase in social media usage. This has been widely accelerated during the pandemic. Social media is no longer just a tool for socialisation but has embedded itself into various aspects of human life (education, politics, economics). In the case of Shillong, social media activity and engagement have flourished, and individuals are constantly producing and distributing content on multiple platforms. The Rapid Rise of Social Media The rise of social media has led researchers to label the current economy as the “attention economy”. The attention economy is dependent on transforming online attention and online (social) capital into monetary gains. It is commendable to see the youths tap into this emerging industry within the confines of the Shillong Urban Agglomeration. This has led to an emerging online entertainment industry on platforms such as YouTube and Instagram for local content creators. However, not everyone who aspires to become an ‘internet celebrity ‘influencer’ or ‘content creator’ can succeed. Online presence and self-branding are instrumental to capturing attention online. ‘Attention’ as a concept is highly subjective, and individuals differ profoundly in personal interests, values, beliefs, likes and dislikes. Although various positives emerge from social media usage in terms of alternative livelihood opportunities, individuals must remain critical of social media and its relationship with development and employment. Recently, an advertisement in the state for the position of ‘project fellow’ and ‘project associate’ required individuals to ‘shoot a video demonstrating why they were the right candidate; thereafter, individuals were required to post the video on Facebook and Instagram’. The above instance is a PRIME example of how social media has seeped into employment spaces. Similarities can be drawn between the application process and the operations of brand influencers on social media. Both rely on acquiring enough social media capital to secure a paid partnership. Individuals in the state have different relationships with technology, and the digital divide is multifaceted. The digital divide is not only simply determined by ‘access’ in terms of the haves and the have-nots. Multiple inequities exist within access to digital technology, and often structural offline inequities are carried over to the online world. The idea of equating value to social media presence and online capital is capitalistic and follows a neoliberal philosophy which is dictated by market forces. This discredits other skill sets such as critical thinking, community building and bottom-up knowledge production and obsesses over self-presentation, branding and visual aesthetics. The trend of viewing social media content with wide viewership as the ‘social’ norm stems from the collectiveillusion that social media generates. People will have to be critical of the success of these projects and must not solely rely on what is curated on social media. Social media is not always a projection of social or economic reality and the ‘success stories of certain government initiatives are not always replicable on a large scale. As projects begin to recruit individuals with a strong social media presence; citizens will have to be wary of this trend as this could lead to meshing governance with digital entertainment. The Immediate Future The current government has prioritised investing heavily in the visual affordances of social media. This reliance on visual culture can often create an illusion of change and progress. With the state elections coming in 2023, it will be interesting to see if politicians tap into the skill sets of content creators and influencers as a means of strengthening their online presence to grasp the attention of voters through visual optics. Hence, citizens will need to critically evaluate progress through the ‘offline’ rather than depending on ‘online’ mirages. Download Full Post