Preserving Ho Language Using AI
Subject: National and international importance
Topic: Economic and Social Development

Summary of Key Points

Constitutional References

  • Eighth Schedule of the Constitution: Ho community is advocating for the inclusion of the Ho language in the Eighth Schedule to ensure official recognition and protection. The Eighth Schedule currently includes 22 languages recognized by the government.

Education and Research

  • PhD in Indigenous Knowledge and Science & Technology: Bikram Biruly completed his PhD at the Kalinga Institute of Social Sciences (KiSS) focusing on the preservation of the Ho language through artificial intelligence (AI).
  • Research Methodology: His PhD research involved creating AI models using three datasets:
    • Automatic Speech Recognition (ASR): To transcribe spoken Ho into text.
    • Entity Recognition: To classify key words such as names, places, and dates.
    • Part of Speech (POS) Tagging: To analyze grammatical structures.

Language and Cultural Heritage

  • Ho Language: Spoken by approximately 1.4 million people according to the 2011 Census, primarily in Jharkhand and parts of Odisha and West Bengal. It is part of the Austroasiatic language family.
  • Community Challenges: The Ho speaking population faces cultural and linguistic bullying. A local saying reflects the community's challenges in gaining respect for their language.

Government Schemes & Initiatives

  • Adi Vaani App: A digital platform created by the government for tribal languages, facilitating writing, translation, and listening in various indigenous languages. There’s an effort to include Ho in this initiative to enhance digital storage and accessibility.

Awards and Recognition

  • Top Tribal Youth Change-Maker Award: In 2019, Bikram was awarded this recognition by Tata Steel Foundation at the Samvaad Tribal Conclave for his efforts in preserving the Ho language.

Technological Advancements

  • AI Implementation: Bikram's future plans involve implementing his AI language model and promoting the Ho language on various digital platforms.

Societal Impact

  • Cultural Identity Preservation: By using AI to document and promote the Ho language, Bikram’s work aims to empower his community and combat cultural erosion.

This summary reflects key factual elements concerning language preservation, cultural identity, educational initiatives, constitutional rights, and technological advancements in the context of the Ho Adivasi community in India.

Key Terms, Keywords and Fact Used in the Article:
  • Ho language - Cultural preservation effort
  • Eighth Schedule of the Constitution - Official language protection
  • 2011 Census - Population statistics
  • 1.4 million - Speakers of Ho language
  • Subernarekha Multipurpose Project - Dam impacting community
  • Warang Kshiti script - Ho script for language
  • Tata Steel Foundation - Awarding organization
  • Automatic Speech Recognition (ASR) - AI technology used
  • Part of Speech (POS) tagging - AI grammar understanding
  • Adi Vaani - Government app for languages
  • IIT Madras - Data source for AI training
  • Preserving Ho Language Using AI
    Preserving Ho Language Using AI
    Subject: National and international importance
    Topic: Economic and Social Development

    Summary of Key Points

    Constitutional References

    • Eighth Schedule of the Constitution: Ho community is advocating for the inclusion of the Ho language in the Eighth Schedule to ensure official recognition and protection. The Eighth Schedule currently includes 22 languages recognized by the government.

    Education and Research

    • PhD in Indigenous Knowledge and Science & Technology: Bikram Biruly completed his PhD at the Kalinga Institute of Social Sciences (KiSS) focusing on the preservation of the Ho language through artificial intelligence (AI).
    • Research Methodology: His PhD research involved creating AI models using three datasets:
      • Automatic Speech Recognition (ASR): To transcribe spoken Ho into text.
      • Entity Recognition: To classify key words such as names, places, and dates.
      • Part of Speech (POS) Tagging: To analyze grammatical structures.

    Language and Cultural Heritage

    • Ho Language: Spoken by approximately 1.4 million people according to the 2011 Census, primarily in Jharkhand and parts of Odisha and West Bengal. It is part of the Austroasiatic language family.
    • Community Challenges: The Ho speaking population faces cultural and linguistic bullying. A local saying reflects the community's challenges in gaining respect for their language.

    Government Schemes & Initiatives

    • Adi Vaani App: A digital platform created by the government for tribal languages, facilitating writing, translation, and listening in various indigenous languages. There’s an effort to include Ho in this initiative to enhance digital storage and accessibility.

    Awards and Recognition

    • Top Tribal Youth Change-Maker Award: In 2019, Bikram was awarded this recognition by Tata Steel Foundation at the Samvaad Tribal Conclave for his efforts in preserving the Ho language.

    Technological Advancements

    • AI Implementation: Bikram's future plans involve implementing his AI language model and promoting the Ho language on various digital platforms.

    Societal Impact

    • Cultural Identity Preservation: By using AI to document and promote the Ho language, Bikram’s work aims to empower his community and combat cultural erosion.

    This summary reflects key factual elements concerning language preservation, cultural identity, educational initiatives, constitutional rights, and technological advancements in the context of the Ho Adivasi community in India.

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    Tamil Nadu's Renewable Energy Projects Approved

    Tamil Nadu Green Energy Projects Overview

    1. Regulatory Approval:

      • Tamil Nadu Green Energy Corporation Ltd (TNGECL) received approval from the Tamil Nadu Electricity Regulatory Commission (TNERC) for several renewable energy projects.
    2. Battery Energy Storage Systems (BESS):

      • Capacity: 1500 megawatt-hour (375 MW x 4 hours, with 1.5 full charge-discharge cycles daily).
      • Construction Sites: Development at seven substations, including:
        • 230/110 kV: Palladam, Pudukottai, Thatchankurichi, V Thiruvarur.
        • 400/230/110 kV: Karamadai, Thappagundu, Anaikadavu.
      • Funding Model: State Component of the Viability Gap Funding (VGF) scheme under the Union Ministry of Power.
      • Model: Projects to be developed under "Build-Own-Operate" (BOO) for 15 years.
    3. Selection of Developers:

      • TNERC authorized TNGECL to select developers via tariff-based competitive bidding (TBCB) with e-reverse auction.
      • Emphasis on including project bidder experience in the selection criteria.
    4. Solar Power Project:

      • TNGECL sought permission for a 30 MW Grid-Connected Solar Photovoltaic Power Project complemented by a 30 MW/90 megawatt-hour battery energy storage system in Karur and Thiruvarur.
      • Proposed adjustments will now call for tenders for two 15 MW/45 MWh blocks, rather than a cumulative 30 MW.
    5. Hybrid Renewable Energy Project:

      • TNERC also approved a joint petition by TNPDCL and TNGECL to set up a 34.75 MW hybrid renewable energy project comprising:
        • 18.75 MW wind and 16 MW solar capacity.
        • Locations include Kayathar-I and II, Puliankulam, and Muppandal villages.

    Implications:

    • These projects align with India's broader clean energy goals and commitments towards increasing the share of renewable energy in the energy mix, and reducing greenhouse gas emissions.
    • Encourages investment in renewable energy infrastructure and development in Tamil Nadu.

    Conclusion: The approvals signify a commitment to expanding the state's sustainable energy portfolio through innovative projects and collaborative efforts with regulatory bodies.

    National and international importance

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    North Korea Conducts Missile Test

    Summary of North Korea's Missile Testing Activity and International Implications

    Key Facts:

    • Missile Launch: North Korea fired a short-range ballistic missile eastward on October 22, 2025, marking the first test of its weapons in approximately five months.
    • Location and Timing: The missile was launched at around 8:10 a.m. local time (2300 GMT, October 21) from North Korea, with no details provided regarding its range.
    • Testing Pattern: North Korea typically tests missiles over the waters between the Korean Peninsula and Japan, avoiding direct harm to neighboring countries.

    International Context:

    • Asia-Pacific Economic Conference (APEC): The missile launch occurred just days before South Korea's hosting of APEC, a summit aimed at promoting economic integration and trade in the region, without a military focus.
    • U.S. and Global Leaders: Expectations were set for U.S. President Donald Trump to meet with leaders like South Korean President Lee Jae Myung and Chinese President Xi Jinping in Gyeongju, although his attendance at the main conference (October 30 - November 1) was uncertain.

    North Korea's Nuclear Strategy:

    • Kim Jong Un's Position: North Korea’s leader is seen as wanting to underscore the country’s status as a nuclear weapons state, especially to push for the lifting of stringent U.N. economic sanctions.
    • Accelerated Weapons Testing: Post-2019, following stalled nuclear diplomacy with the U.S., North Korea has increased its missile tests. Kim has indicated potential willingness to return to negotiations if the U.S. eases its denuclearization demands.
    • Intercontinental Ballistic Missile (ICBM): North Korea showcased the Hwasong-20 ICBM during a military parade on October 10, 2025, branding it the "most powerful nuclear strategic weapon system" with capabilities intended to overcome U.S. missile defenses.

    Diplomatic Dynamics:

    • Recent Engagements: Kim has recently strengthened his diplomatic relationships, making appearances alongside leaders such as Xi Jinping and Vladimir Putin during military parades. This bolstered stance is perceived as a strategic move to enhance North Korea's leverage in future negotiations with the U.S. and its allies.

    Conclusion:

    The missile test serves as a strategic demonstration by North Korea of its military capabilities at a politically sensitive time, potentially impacting regional security and international diplomatic efforts surrounding nuclear disarmament. The ongoing geopolitical tensions underscore the fraught nature of North Korea’s relationships with its neighbors and the U.S.

    International Relation

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    Underwater Archaeological Survey in Tamil Nadu

    • Project Overview: The Tamil Nadu State Department of Archaeology (TNSDA) has completed the first phase of an underwater archaeological survey off the coast of Poompuhar, known as Kaveripoompattinam during the Sangam era.

    • Objective: The survey aimed to identify submerged archaeological remains in the Bay of Bengal.

    • Survey Team:

      • Conducted by a 10-member team including divers and archaeologists.
      • Support from local fishermen for logistics.
    • Duration: Survey was carried out over 12 days, from September 20 to October 2, 2025.

    • Technology and Methods Used:

      • Depth surveyed: Up to 23 meters.
      • Instruments:
        • Remotely operated vehicle
        • Side-scan sonar
        • Sub-bottom profiler
        • Multibeam scanner.
      • These tools were utilized for mapping the ocean floor and detecting anomalies.
    • Methodology: Teams operated during the day for sufficient visibility due to sunlight and rough sea conditions in the evening. Initially used mechanised boats for transport, followed by smaller fibre boats to reach specific survey points.

    • Previous Research: This survey follows a 10-day underwater survey conducted in 2022 at Korkai in Thoothukudi district, which utilized Sagar Tara, a vessel from the National Institute of Ocean Technology (NIOT).

    • Man-made vs Natural Structures: The survey focused on differentiating between natural formations and potential man-made remains associated with the ancient port city.

    • Historical Context: The current survey revisits locations previously identified by renowned archaeologist S. R. Rao, who conducted a similar survey almost three decades ago.

    • Next Steps: TNSDA plans to conduct a subsequent phase of exploration when sea conditions are favorable; currently analyzing the data collected from this initial phase.

    This survey contributes to the understanding of Tamil Nadu's rich maritime history and the Sangam-era's cultural significance, in alignment with the preservation and promotion of archaeological heritage as stated in various frameworks governing cultural properties.

    National and international importance.

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    Belgian Court Approves Choksi Extradition

    Extradition of Mehul Choksi: Key Facts and Legal Context

    1. Extradition Details:

      • Court Approval: Antwerp court approved the extradition of Mehul Choksi, with a potential appeal to the Belgian Supreme Court within 15 days.
      • Indian Assurance: The Indian government provided conditions for Choksi’s incarceration in India, alleviating concerns about treatment upon extradition.
    2. Background of the Fraud Case:

      • Amount Involved: Choksi and associated parties defrauded Punjab National Bank (PNB) of over ₹13,500 crore, with Choksi responsible for about ₹6,000 crore.
      • Criminal Charges: Choksi is being prosecuted under the Prevention of Money Laundering Act, alongside sections of the Indian Penal Code concerning cheating and conspiracy.
    3. Judicial and Legal Framework:

      • Laws Applicable:
        • Prevention of Money Laundering Act: Governs the charges against Choksi.
        • Indian Penal Code: Several sections including those for cheating and conspiracy are invoked.
      • Fugitive Economic Offenders Act: If Choksi is declared a fugitive, his properties might be confiscated pre-trial.
    4. Extradition Treaty Context:

      • Historical Treaty: India and Belgium have had an extradition treaty in place since 1901, emphasizing “dual criminality” for enforcing extradition.
      • Mutual Legal Assistance Treaty: Instituted in 2020 to enhance cooperation on fugitive issues.
    5. Circumstances of Flight:

      • Initial Escape: Choksi fled to Antigua and Barbuda, gaining citizenship through investment.
      • No Extradition Treaty with Antigua: However, an informal arrangement has existed since 2001.
    6. Legal Proceedings and Assets:

      • Assets Attachment: Choksi’s assets worth over ₹5,000 crore were attached, but upon examination, most were deemed fake, reducing his actual asset value to around ₹2,500 crore.
      • Criminal Proceedings Pending: Choksi faces ongoing legal proceedings by both the Central Bureau of Investigation (CBI) and Enforcement Directorate (ED).
    7. Health and Human Rights Concerns:

      • Medical Condition: Choksi claimed poor health during legal processes in Belgium.
      • Prison Conditions: His lawyers raised concerns over due process and human rights violations in India.
    8. Legal Representation Strategy:

      • Previous Arguments Against Extradition: Allegations of coercion during prior events, such as being supposedly kidnapped in Dominica, were leveraged in attempts to halt extradition.
    9. Government’s Assurances:

      • Conditions of Detention: Assurance from Indian authorities was provided regarding the adequacy of prison conditions, including space and facilities.

    Economic and Institutional Insights

    • Economic Impact: The PNB fraud highlights systemic vulnerabilities and the significant financial repercussions of banking frauds.
    • Judicial System: The case underscores the intricate interplay of extradition laws, international agreements, and the responsibility to ensure justice for both domestic and international law.

    This case represents a complex web of international law, economics, and accountability, spotlighting the importance of cooperation between nations in dealing with financial crimes.

    National and international importance

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