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Wednesday, April 15, 2026

Announcements

Call for papers: Alt Data Workshop 2026

Date: 21st & 22nd August 2026

Organisers: Chennai Mathematical Institute and XKDR Forum
Venue: XKDR Forum, Mumbai, India

Mode: In-Person

Overview

The Alt Data Workshop 2026 focuses on the use of "alternative data" -- the remarkable world of novel and clever data sources bubbling up outside the traditional official statistical machinery.

We seek to bridge the gap between STEM researchers (Computer Science, Statistics, Engineering) and domain experts in Economics, Public Policy, and Law. We will de-prioritise data from one-off field experiments and emphasise the use of widely available datasets that are predictably updated through time thus permitting long-term longitudinal research and the development of a research community surrounding each dataset. Examples of this include satellite imagery, digital footprints, high-frequency transaction data, and large-scale web-scraping to solve complex problems in the Indian context. Some examples are at https://www.xkdr.org/field/statistics-computer-science

The Scope of Alternative Data

For the purposes of this workshop, alternative data refers to non-traditional datasets that are, in principle, accessible to the broader research community on a sustained basis over the years, through which a literature can emerge on one dataset at a time.

We prioritise papers that address:

  • Methodological Rigor: Novel approaches to ground-truthing, signal extraction from noisy data, and bias correction.

  • Scalability: Techniques that can be applied across regions or time periods rather than isolated case studies.

  • Substantive Applications: Practical use in agricultural monitoring, urban heat stress, fiscal analytics, or market microstructure.

Themes and Topics

We welcome submissions from STEM and social science researchers on topics including, but not limited to:

  • Remote Sensing: Applications of satellite imagery for economic activity or environmental monitoring.

  • Digital Footprints: Analysis of transaction, payment, or transport data.

  • Automated Data Collection: Large-scale web scraping and crowdsourcing frameworks.

  • High-Frequency Proxies: Using alternative indicators to track fiscal or macroeconomic variables in real-time.

  • Computational Infrastructure: Engineering challenges in processing and storing large-scale alternative datasets for public policy.

Submission Guidelines

We invite both formal academic papers and industry-led technical talks.

  • Abstracts: Maximum 500 words. Must clearly state the research question, data sources, methodology, and results.

  • Full Papers: Maximum 10,000 words.

  • Format: Submissions should be in PDF. Include a separate cover page with author names, affiliations, and contact details.

  • Submission Portal: Submission Form

Review Process

Submissions will be reviewed for originality, technical rigor, and relevance. We value work that is reproducible and contributes to the public discourse on data-driven governance.

Review Committee

Travel Funding

We will fund authors and discussants to stay in Mumbai for two nights.

Important Dates

  • Submission Deadline: 15 May 2026

  • Notification of Acceptance: 15 June 2026

  • Full Paper/Presentation Submission: 31 July 2026

  • Workshop Date: 21 August 2026

Contact

Email: outreach@xkdr.org

Web: https://www.xkdr.org/event/alt-data-workshop-2026

Tuesday, April 14, 2026

Announcements

Call for Papers: Cross-Border Flows and Frictions in India

Dates: 03-05 July, 2026
Venue: Goa, India
Mode: In-person

Overview

XKDR Forum invite submissions for its upcoming conference on “Cross-Border Flows and Frictions in India” The conference aims to bring together academics, market participants, legal experts and policymakers to examine the empirical, institutional, and legal foundations shaping the case for a more open and resilient capital account in India. It proceeds from the view that cross-border flows are central to India’s financial development. The conference will feature original research papers, thematic talks, and panel discussions.

Submissions are encouraged that advance theoretical, empirical, legal, or policy-oriented debates on the nature, sources, and consequences of cross-border frictions. Interdisciplinary approaches and comparative perspectives are particularly welcome.

Themes and Topics

The conference will focus on, but is not limited to, the following themes:

  • International Capital & Investment: Capital flows, home bias, push/pull factors; EM flow maladies; capital controls; corporate finance, and internationalisation of high-productivity firms, cross-border payments.
  • Exchange Rates & Currency Markets: Currency markets, risk, and institutions; exchange rate regimes; costs and benefits of managed rates.
  • Financial Stability & Crisis: Contagion from international crises; the impossible trinity; conventional Indian crisis management; systemic risk under open capital accounts.
  • Regulation, Compliance & Governance: Laws, rule of law, and public administration for capital controls; tax policy and administration; CFT/PMLA/FATF.

Submissions beyond these themes that align with the overall scope of the conference will also be considered.

Submission Guidelines - Only Abstract Essential

  • Abstract:
    • 300 - 500 words
    • Should clearly state the research question, methodology, and expected key findings/arguments.
  • Full Paper (if available):
    • No word limit.
  • Submission Portal:

Review Process

All submissions will undergo a review by the program committee of the conference. Selection will be based on originality, rigor, and relevance to the conference themes.

Program Committee

  • Shubho Roy, Shiv Nadar University
  • Renuka Sane, TrustBridge
  • Rajeswari Sengupta, IGIDR
  • Manish Singh, IIT Roorkee
  • Ajay Shah, XKDR Forum
  • Susan Thomas, XKDR Forum
  • Harsh Vardhan, Independent
  • Bhargavi Zaveri-Shah, The Professeer

Funding

Paper presenters and discussants will be provided with travel support.

Important Dates

  • Abstract submission deadline: 15 May, 2026
  • Notification of acceptance: 31 May, 2026
  • Full paper & presentation slides submission: 15 June, 2026
  • Conference dates: 3-5 July, 2026

Contact

For queries, please contact:
E-mail: outreach@xkdr.org
Web: xkdr.org

Monday, April 13, 2026

Announcements

Call for Papers: 17th Emerging Markets Conference

13th - 16th December, 2026

XKDR Forum in collaboration with Vanderbilt law School is inviting papers to be submitted for the 17th Emerging Markets Conference, 2026. In the past, the audience for these events has comprised of academics, participants from the legal and financial industry, policy makers from government and regulators.

Details of the previous conferences can be viewed at https://emergingmarketsconference.org/. The conference aims to cover presentations and discussions across the following set of research topics:

  • The sources of economic success or failure in EMs.
  • Finance in EMs (households, financial markets, financial intermediaries, firms and finance, finance and growth).
  • Political economy, law, public administration, regulation in EMs.
  • The impact of populism upon the possibility of sustained growth.
  • Insights into large EMs that matter in and of themselves.
  • Insights from narrow research projects that illuminate EMs in general.
  • The new phase of globalisation and its consequences for international trade, international finance and the nature of the EM firm.
  • Features of a society that enable or disable convergence into the 'normal' package of high levels of freedom and prosperity.
  • The puzzles faced by all kinds of decision makers: individuals, civil society actors, firms, all levels of government.
  • Grand challenges such as climate change: implications for EMs and ramifications of choices made in EMs.
  • State capability in EMs.
  • The interplay of military affairs, foreign policy and economics for EMs.

The ideal papers for EMC shed light on the great questions of the age, while being analytically sound and persuasive.

Conference design

For EMC 2026, we intend to bring on board a wider research papers, panels on contemporary policy and keynotes by experts in the area of finance, economics and law. The conference this year will be completely in - person mode.

Best Discussant Award

Each year, we award the Emerging Markets Conference discussant award for the best discussant and the first runner up discussant of the papers presented on each day of the EMC. The discussants are selected by an audience poll.

Program Committee

  • Adam Feibelman, Tulane University
  • Ajay Shah, XKDR Forum
  • Bidisha Chakraborty, Saint Louis University
  • Dan J Awrey, Cornell Law School
  • Harsh Vardhan, Independent
  • Indradeep Ghosh, Dvara Research
  • Joshua Felman, J. H. Consulting
  • Kose John, NYU Stern
  • Kumar Venkataraman, SMU – Cox School of Business
  • Marios Panayides, The University of Oklahoma
  • N. Prabhala, Johns Hopkins University
  • Pab Jotikasthira, SMU - Edwin L Cox School of Business
  • Pradeep Yadav, The University of Oklahoma
  • Rambhadran Thirumalai, ISB
  • Rajeswari Sengupta, IGIDR
  • Renuka Sane, TrustBridge
  • Sanjay Kallapur, ISB
  • Susan Thomas, XKDR Forum
  • Tanika Chakraborty, IIM Calcutta
  • Vimal Balasubramaniam, Queen Mary University of London
  • Yesha Yadav, Vanderbilt University

Important dates

  • Paper submission deadline: 24th August 2026.
  • Expected date for notification of acceptance: 30th September 2026.
  • Dates of the conference: 13th - 16th December 2026.

Support

Academic authors whose papers have been accepted for the conference will be provided accommodation at the conference venue for three nights (13th to 16th December).

Registration and contact details

Submissions: Please submit your papers in pdf format by following this link here
For any clarifications, please reach out to Jyoti at announcements@emergingmarketsconference.org

Thursday, April 02, 2026

What happens when arbitration deadlines are missed

by Prashant Narang and Renuka Sane.

Section 29A of the Arbitration and Conciliation Act 1996 was introduced to deal with delays in arbitration. It sets a time limit for making an award. If that time runs out, parties have to go to court to extend it. The court can also impose consequences for delay, such as reducing fees, awarding costs, or replacing the arbitrator.

Our new working paper studies how this works in practice. It looks at 202 reported orders of the Delhi High Court between 2015 and 2024.

It finds that the Court almost always grants extensions and almost never imposes sanctions.

What the data shows

Out of 202 cases, the court granted extensions in 198 (98%). Only 4 cases were dismissed, and those were on technical grounds. Sanctions were rarely imposed.

  • Fee reduction: 0 out of 202 cases
  • Adverse costs: 6 out of 202 cases (about 3%)
  • Replacement of arbitrators: 4 out of 202 cases (about 2%)

Repeat extensions are not unusual. There are 30 cases where parties came back for a second or later extension. The court granted 29 of them (96.7%). There are no sanctions in these repeat cases.

These petitions also move quickly.

  • Median time to decide: 3 days
  • Median number of hearings: 1
  • About 63% of cases are decided in a single hearing

So the delay is not in the court process. Courts dispose of these matters quickly. But they usually extend time without imposing any consequence.

Why extensions are common

Part of the answer lies in how Section 29A is structured.

For the Court, giving an extension is easy if both parties agree. The court can dispose of the case quickly.

Imposing a penalty is harder as the Court has to find out who caused the delay. It may have to look at the record in detail. It also has to hear the arbitrator before cutting fees. All this is likely to take more time and effort.

It is not surprising that consensual extensions are more common.

What this means for the law

Over time, this pattern shapes how the law works.

Section 29A was meant to push arbitrations to finish on time. It often works as a way to formally extend time after the deadline has passed.

If parties expect that extensions will be granted without much difficulty, the deadline may lose its force.

This does not mean the provision has no value. But it suggests that deadlines work best when consequences are easy to apply.

Looking ahead

If deadlines are not backed by predictable consequences, do they change behaviour?

The paper does not answer this fully. It focuses on what courts do once parties come for an extension. But the pattern is clear. Extensions are routine and sanctions are exceptional.

That may matter for how arbitration timelines are taken in practice.

You can read the working paper here.


The authors are researchers at TrustBridge Rule of Law Foundation.

Wednesday, April 01, 2026

Evaluating India's Energy Ambitions: Evidence from Electricity Generation Project-Level Data

by Upasa Borah, Akshay Jaitly and Renuka Sane.

India's electricity demand has been growing rapidly, at 9% per annum since 2021. Meeting this demand by 2030 would require around 777 GW of installed capacity, as estimated by the Central Electricity Authority (CEA). At the same time, India has committed to achieving 500 GW of installed non-fossil capacity by 2030. A study by CEEW (2025) finds that meeting this target would require adding around 56 GW of non-fossil capacity every year between 2025 and 2030, failing which India would need an additional 10 GW of coal-based capacity to meet future demand. There is little doubt that renewable energy in India has seen a sharp growth, with 74 GW in 2018 to 162 GW by the end of 2024 (excluding large hydro and nuclear projects), driven by falling renewable energy prices, and policy support like subsidies for developers, waivers on inter-state transmission charges, Green Energy Corridor investments, changes in Green Open Access Rules and various state-level initiatives that signal policy commitment to the sector. In 2025 alone, the country added 45 GW of renewable capacity.

However, the next phase of the transition is likely to be more complex. India is now facing new challenges regarding grid integration and transmission infrastructure, leading to delays in commissioning projects and curtailment of operational projects. As of June 2025, around 50 GW of awarded renewable capacity was stranded due to a lack of buyers, transmission constraints or disputes over land and environmental clearances. This results in time and cost overruns, dampening investor confidence.

In this backdrop, our paper Evaluating India's Energy Ambitions: Evidence from Electricity Generation Project-Level Data studies how electricity generation projects evolve from announcement to completion. Using project-level data from the Centre for Monitoring Indian Economy (CMIE) CapEx database, we analyse 8,540 projects announced between January 1957 and December 2024 to understand how project size, cost, ownership, energy technology and location influence project timelines. We ask,

  1. How many projects have been announced and of them, how many have been implemented and completed? What is the time taken?
  2. Given the projects currently in the pipeline, how likely is India to meet the 2030 targets?
  3. How do factors like project size, geography and developer characteristics influence the completion timelines and probabilities?

From announcement to completion

We find a significant divergence between projects announced and completed: of the total announced conventional (CE) and renewable (RE) capacity, only 15% and 9% have been completed, respectively. Announcement here refers to events like signing of MoUs, inviting bids, seeking approvals or preparing feasibility reports and may differ from official statistics that use alternative definitions of project status (Borah et al., 2025). The next stage in a project lifecycle is beginning implementation, which includes events like awarding contracts, securing financing, obtaining approvals or beginning construction, indicating a deeper commitment of resources. Even among this set of projects that have been implemented, completion rates remain low: 30% of CE and 22% of RE capacity have been completed. The timelines from announcement to implementation and implementation to completion vary significantly among different technologies, with solar and wind having the shortest timelines.

How much capacity will be added by 2030?

We used an accelerated failure time survival model to estimate the completion probabilities of projects currently in the pipeline (i.e. announced or under implementation as of December 2024). Applying a probability threshold of 0.5, i.e. excluding projects with less than 50% chance of completion by 2030, and scaling our dataset to match the capacities reported by the CEA, we find that India is likely to fall short of its capacity targets.

If the current completion trends continue, total installed capacity would fall short of the 777 GW target by around 56 GW for CE and 45 GW for RE. Similarly, for the 500 GW non-fossil target, the projected shortfall is around 77 GW. It is important to note that our analysis does not include new projects that may be announced after 2024. In that sense, our findings imply that meeting the 500 GW target would require announcing and completing 77 GW of projects within the next six years.

Explaining the capacity additions

We find that project characteristics play an important role in influencing implementation and completion timelines:

  • Project size: Larger projects take longer to begin implementation and get completed.
  • Ownership: Privately developed projects tend to be completed faster.
  • Developer ranking: For RE projects, those developed by top firms (by market share) perform better.
  • Location: RE projects in certain states such as Gujarat, Rajasthan and Andhra Pradesh complete faster than those in states with weaker RE ecosystems. Location is less important for CE projects.
  • Year of announcement: RE projects announced after 2022 have longer implementation timelines compared to those announced before 2018.

These findings hold taking into account disruptions caused by the COVID-19 lockdown, which we explicitly model.

Finally, we compare completion timelines of large-scale solar and wind projects across states with benchmark timelines in the literature and find that even in RE-rich states, large projects face delays in commissioning.

Taken together, our findings suggest that the challenge is not just the announcement of new capacity but ensuring projects are implemented and completed on time. Bridging this gap will be critical to meeting India's future energy goals.


The authors are researchers at TrustBridge Rule of Law Foundation.

Comments on the Securities Market Code Bill, 2025

by Natasha Aggarwal, Pratik Datta, K. P. Krishnan, Bhavin Patel, M. S. Sahoo, Renuka Sane, Ajay Shah and Bhargavi Zaveri-Shah.

Finance is the brain of the economy. It dictates allocative efficiency. The financial system chooses which industries and firms receive capital. This efficiency determines the extent to which investment translates into GDP growth. Getting finance right is critical. The prioritisation of financial reform must be absolute.

The Securities Market Code Bill, 2025 (SMC) marks a substantial advance over the existing Securities and Exchange Board of India Act, 1992, particularly in strengthening governance arrangements and formalising the processes of regulation-making. Importantly, it makes a serious attempt to end the ''circular raj'' by confining the issuance of subsidiary instruments to the Chairperson or senior members of the Board, rather than dispersed internal authorities. Further, it has introduced timelines for investigations and attempted to separate the investigation function from the adjudication function, making the first effort towards a clearer separation of powers. That said, the SMC can make further strides if it focuses on the issues described below.

We now address the issues in relation to specific provisions drafted within the current SMC.

Separation of powers

The SMC raises three related concerns, which demonstrate a concentration of powers at SEBI.

Issue 1: Excessive delegation of essential legislative functions

Clause 96 prescribes imprisonment, a fine, or both as penalties for market abuse (an offence defined under Clause 93). However, Clause 93 also grants the regulatory authority to define new offences within the 'market abuse' category, which would carry the same criminal sanctions. This raises concerns around excessive delegation: the identification of criminal offences is a core legislative function and cannot be delegated. Moreover, such excessive delegation is subject to being struck down in judicial review.

Issue 2: Regulation-making on adjudication

Clause 146(2)(j), read with Clause 17(4), permits SEBI to make regulations on the manner of conducting adjudication proceedings. This should not be done by SEBI itself. SEBI is the agent, and the Parliament is the principal. The Parliament must define the checks and balances on the coercive power of the agent. Otherwise, the agent always has incentives to appropriate more arbitrary power.

Issue 3: Ineffective separation of investigative and adjudicatory functions

Clauses 17 and 27 introduce limited separation of investigative and adjudicatory functions for specific matters. Investigation is an executive function, and adjudication is a quasi-judicial function. A conflation of these two functions in the same individual raises concerns about the separation of powers.

In summary, there is no clear separation of power between the three functions of the regulator. The same regulator is empowered to define the scope of violations and offences, investigate them, enforce them, adjudicate upon them, and impose sanctions for their violations, all under regulations of its own design. This combination blurs the distinction between legislative, executive, and adjudicatory functions and concentrates powers in the same persons.

Proposal:

Remove Clauses 17(4), 92(f), 93(g), and 146(2)(j) from the SMC. Implement strong structural separation between the investigative and adjudicatory functions. One way to do this is to create a distinct career track for adjudicatory officers as Administrative Law Officers (ALO). One SEBI board member should also be designated as an Administrative Law Member, who oversees the functions of ALOs. These officers should be solely responsible for adjudication and must have no involvement in investigative or quasi-legislative functions. Introduce extraordinary safeguards to mandate arm's length operation between investigation and adjudication.

Timelines for investigation and adjudication

Issue: Clauses 13, 16, and 27 introduce timelines for investigation and interim orders. However, provisos allow these timelines to be extended (Clause 27(4), proviso to Clause 13(2)). Additionally, the SMC specifies no timelines for the completion of adjudication proceedings. This allows investigations and adjudications to continue indefinitely, rendering the statutory limits ineffective.

Proposal: Remove the power to extend timelines for investigation. If extensions are retained, mandate the publication of written reasons, subject to mandatory review by the SEBI governing board. Introduce a strict statutory timeline for the conclusion of adjudicatory proceedings. These timelines should be part of the Parliament-specified regulations on the manner of conducting adjudication proceedings that we recommend in our preceding suggestions.

Methodology for calculating unlawful gains

Issue: The SMC requires the determination of unlawful gains by an investigating officer under Clause 13(3), but provides no calculation methodology. This virtually guarantees arbitrary and inconsistent determinations. It defeats the rule of law.

Proposal: Codify standard methods or guidelines for calculating unlawful gains within the SMC. Operationalise these through detailed regulations. Reference the Competition Commission of India (Determination of Monetary Penalty) Guidelines, 2024, as a baseline.

Sanction determination factors

Issue: The SMC lists factors for adjudicating officers to consider while imposing sanctions. Some mirror Section 15J of the SEBI Act, which are unimplementable in practice. Terms like 'impact of the default or contravention on the integrity of the securities markets' (Clause 19(b)(v)) lack precision and invite arbitrariness.

Proposal: Base sanctions strictly on the quantifiable extent of harm caused to specific persons. Codify this methodology. Alternatively, publish binding guidelines detailing specific aggravating and mitigating factors, expanding upon the approach in the SEBI (Settlement Proceedings) Regulations 2018.

Criminal enforcement

Issue: The SMC retains criminal liability, including imprisonment, for some offences. Establishing guilt in Indian criminal law requires proof beyond a reasonable doubt, typically coupled with the requirement to establish intention. This is an inefficient tool for complex financial markets. The boundary between aggressive trading and market manipulation is thin. The threat of criminal sanctions deters contrarian strategies. This reduces market liquidity and harms price discovery. Traditional fraud is adequately covered by the Bharatiya Nyaya Sanhita.

Proposal: Remove all criminal liabilities. Structure sanctions as punitive civil penalties or restorative remedies, scaling to a multiple of the illicit gains. Retain debarment for systemic misconduct.

Power to issue directions

Issue: Clause 23 vests SEBI with open-ended direction-making powers. Moreover, the requirement to record reasons in writing (currently included in Section 11(4) of the SEBI Act) has not been included in Clause 23.

Proposal: Delete Clause 23. Confine non-penal measures to specific, narrowly defined statutory triggers (e.g., immediate asset freezing powers under strict procedural safeguards). All adjudicatory actions must be justified by reasons in writing.

Nominee directors on the SEBI board

Issue: The SMC retains government nominee directors on the SEBI board. Nominee directors prioritise the perspective of their parent departments over market efficiency. They exercise disproportionate influence. Inter-agency coordination should not occur via board representation.

Proposal: Appoint mid-career professionals for fixed terms until a mandatory retirement age. Bind them statutorily to SEBI's specific objectives. Address inter-agency concerns externally through the Financial Stability and Development Council (FSDC).

Commodities markets

Issue: Clause 49 empowers the government to determine commodities eligible for trading. The market must decide which commodities warrant hedging instruments. State determination of eligible commodities is equivalent to the government deciding which firm is permitted to issue equity.

Proposal: Delete Clause 49. Empower SEBI to draft regulations defining objective eligibility criteria for commodity derivatives, identical to the framework for eligible scrips.

Ombudsperson

Issue: Clause 73 empowers SEBI to designate an Ombudsperson. This creates a conflict of interest. The SMC lacks an appeals mechanism for decisions made by the Ombudsperson.

Proposal: Mandate statutory independence for the Ombudsperson. Ensure job security separate from SEBI management. Define a clear appellate process.

Exemptions for PSUs

Issue: Clause 65(2) empowers the Central Government to exempt listed public sector companies from listing and disclosure requirements. This violates Article 14 of the Constitution. State-owned enterprises must face the identical market discipline applied to private enterprises.

Proposal: Delete Clause 65(2). Mandate equal treatment for all market participants.

References

Natasha Aggarwal and others, "'Balancing Power and Accountability: An Evaluation of SEBI's Adjudication of Insider Trading'" (Working Papers, TrustBridge Rule of Law Foundation, 2025).

In Re: The Delhi Laws Act, 1912 (AIR 1951 SC 332).

M S Sahoo and V Anantha Nageswaran, 'Regulatory architecture 2.0: Securities Markets Code marks a decisive shift' (Business Standard, 25 December 2025).

M.S. Sahoo and Sumit Agrawal, "Reimagining SEBI's Consent Settlement Framework" (Chartered Secretary, January 2026).

C.K. Takwani, Lectures on Administrative Law (7th edition, 2023) at page 100.

Bhargavi Zaveri-Shah, 'SEBI does not need unlimited powers – here's what's wrong with the Securities Markets Code' (ThePrint, 5 January 2026).

Bhargavi Zaveri-Shah and Harsh Vardhan, 'Ghost of the Commodities Controller—why India's new financial law feels like the 1970s' (ThePrint, 19 January 2026).