Contents
On 27 March 2023 Justice Anoop Chitkara of the Punjab and Haryana High Court refused regular bail to a man accused of a brutal group assault that ended in a death, holding that cruelty is a factor weighing against bail. After giving his reasons, the judge added a "post-reasoning" passage that put the question "What is the jurisprudence on bail when the assailants assaulted with cruelty?" to ChatGPT and reproduced its answer, while stating that the reference was not an expression on the merits and that the trial court should not advert to it. The order is among the earliest documented instances of an Indian judge publishing a chatbot's output in a judicial order, and it opened the debate that led to written judicial AI policies from 2025.
Key holdings & directions
- Justice Chitkara refused bail because the accused and his accomplices "acted with ferociousness and total lack of mercy", and he held that once a court forms a prima facie opinion that the accused acted with cruelty, bail should ordinarily not be granted without specific reasons.
- The ChatGPT passage appears under a separate heading, "Post-reasoning", after the bail was already refused on the facts. It states that the aim was "to further assess the worldwide view on bail when the assault was laced with cruelty".
- The judge quoted the chatbot's answer in full and cited the chat interface's URL in a footnote; the order records no independent verification of the answer against case law.
- Paragraph 11 disclaims any reliance: the reference "is only intended to present a broader picture on bail jurisprudence" and the trial court must not advert to it.
- ChatGPT's reply was generic (violent offenders may be a danger to the community and a flight risk, yet the presumption of innocence still applies), and the court's own reasoning on cruelty rested on human-sourced authority such as the U.S. decision In re Kemmler and a criminal law textbook.
- The order is among the earliest documented Indian judicial orders to reproduce chatbot output, and it is a common starting point for discussion of judges' use of generative AI that later produced Kerala's 2025 policy and the 2026 Supreme Court draft regulations.
- The High Court's own later practice shows that the issue did not end here: other benches consulted ChatGPT in 2024, while its administration barred district judges from AI tools for judgments and legal research in April 2026.
Background
Jaswinder Singh, also called Jassi, was in custody in connection with FIR No. 0120 of 2 June 2020 at Police Station Shimlapuri, Ludhiana. The FIR was registered for attempt to murder and related offences, and Section 302 of the Indian Penal Code was added after one of the victims died.1 He sought regular bail from the Punjab and Haryana High Court under Section 439 of the Code of Criminal Procedure in petition CRM-M-22496-2022. The petition was heard by Justice Anoop Chitkara, who reserved judgment on 21 February 2023 and pronounced it on 27 March 2023.1
According to the State, the complainant and the deceased, both unarmed, were waylaid by the petitioner and his accomplices. Nine of the ten injuries on the complainant came from a sharp weapon and included the amputation of a finger, and the second victim died of multiple sharp-weapon injuries. The petitioner was named in the FIR, and after arrest the police recovered a "daat" (a bladed weapon) from him during interrogation.1 The State also relied on his criminal history: the petitioner declared two earlier cases, and the State's status report listed three FIRs, among them two attempt-to-murder cases.1
The reasoning on bail
The court first applied conventional bail considerations. It held that the petition did not show that a recidivist would not offend or abscond if released, that the role attributed to the petitioner was specific so that parity with co-accused did not help him, and that the trial was already at an advanced stage with five witnesses examined.1
The distinctive part of the reasoning is the proposition that cruelty changes the bail calculus. Justice Chitkara wrote that "causing death itself is cruel but if the cruelty causes death, the tables turn", that "when the offense is heinous and the crime is brutal, cruelty becomes one of the factors in granting or refusing bail", and that once a court forms a prima facie view that the accused acted with cruelty, bail should ordinarily be refused, or, if granted, only after recording reasons. He drew on the U.S. Supreme Court's description of cruelty in In re Kemmler and on a criminal law textbook, and concluded that the allegations, injuries and evidence showed "ferociousness and total lack of mercy".12
The ChatGPT passage
After the operative reasoning, the order has a section headed "Post-reasoning". It states that, to "further assess the worldwide view on bail when the assault was laced with cruelty", an AI platform "trained with multitudinous data" was used, and that the following question was put to ChatGPT: "What is the jurisprudence on bail when the assailants assaulted with cruelty?"1
The answer, which the judge reproduced in full with a footnote to the chat interface, was generic. It said the position would depend on the facts and the law of the jurisdiction, that defendants charged with violent crimes involving cruelty may be seen as "a danger to the community and a flight risk", that judges consider the severity of the assault, criminal history and strength of evidence, and that the presumption of innocence still means defendants are entitled to bail unless there are compelling reasons to deny it.1
Paragraph 11 then limits the passage: "Any reference to ChatGPT and any observation made hereinabove is neither an expression of opinion on the merits of the case nor shall the trial Court advert to these comments. This reference is only intended to present a broader picture on bail jurisprudence, where cruelty is a factor."1 Bar & Bench reported that the judge had used the tool "to get a broader picture of bail jurisprudence" and that the court clarified the reference was not an expression on the merits.2 The petition was dismissed, and the trial court was asked to take up the case on priority and try to conclude it by 31 July 2023, on the footing that the petitioner would not seek adjournments.1
Significance for AI governance
The order does not decide any question of law about AI, and the sources reviewed show no challenge to the ChatGPT passage. Its importance is as an early and visible instance. It showed that judges would consult general-purpose chatbots, and that they might publish the result in a reasoned order without a rule on disclosure, verification or confidentiality.
Several features later became the subject of policy. The passage gives no model version or date of the query and records only a single question, so the answer cannot easily be reproduced or audited. The answer cited no authority, so a reader could not check it. And the interface used was a public cloud service, a risk Kerala's 2025 policy addresses by barring cloud-based chatbots except for approved tools and requiring an audit record of each use.7 An SCC Online article uses this order to illustrate how generative AI trained mostly on higher-court bail rulings could shape what a judge sees.4
Five months later, Justice Prathiba M. Singh of the Delhi High Court wrote in Christian Louboutin SAS v. The Shoe Boutique that ChatGPT "cannot be the basis of adjudication of legal or factual issues in a court of law" and that AI "cannot substitute either the human intelligence or the humane element in the adjudicatory process".3 Later policies in effect follow the Louboutin line: AI may help with preliminary understanding or research, while the decision stays with the judge.
What happened afterwards
The Chitkara order was not the last time Indian judges used ChatGPT in reasons. On 16 August 2024 Justice Biswajit Palit of the Tripura High Court wrote that "assistance of ChatGPT is taken" on whether a plaintiff seeking an injunction can also get damages, quoted the answer, and remanded the case for evidence on damages without treating the answer as authority.5 On 10 December 2024 Justice Deepak Gupta of the Punjab and Haryana High Court put a question about the accuracy of differential GPS to ChatGPT in a land-demarcation dispute and accepted the description of centimetre-level accuracy.6 In February 2025 a Kerala High Court Division Bench recorded that ChatGPT "provided us with the prevalent policies" on brain death.10
Institutional responses followed. Kerala issued its district-judiciary policy in July 2025,7 and on 5 December 2025 a Supreme Court bench led by the Chief Justice of India declined to issue directions on a plea to regulate AI in the judiciary, saying that judges were being extremely cautious and that AI would never be allowed to overpower judicial decision-making.11 In April 2026 the Punjab and Haryana High Court itself directed district judges in Punjab, Haryana and Chandigarh not to use ChatGPT, Gemini, Copilot or similar tools for writing judgments or legal research, warning that any violation would be viewed seriously.8 On 2 July 2026 the Supreme Court declared that AI must remain under "a human in the loop at every stage" while it set aside a tribunal ruling that relied on hallucinated precedents.9
Current status
As of 15 October 2026 the bail order stands as a decided matter. The sources reviewed did not show any appeal or challenge directed at the ChatGPT passage, and the outcome of the trial in FIR No. 0120 of 2020 was not established for this entry. The case remains significant as among the earliest documented uses of a generative-AI chatbot's output in an Indian judicial order, and it features in commentary, such as SCC Online's April 2026 article, on why India's courts have moved from ad hoc experimentation to written rules.
Parties
Timeline
- Jun 2, 2020
FIR registered
FIR No. 0120 is registered at Police Station Shimlapuri, Ludhiana; Section 302 IPC is added later after the death of a victim.
- Feb 21, 2023
Bail order reserved
Justice Anoop Chitkara reserves judgment on the regular bail petition CRM-M-22496-2022.
- Mar 27, 2023
Bail refused; ChatGPT passage included
The High Court dismisses the bail petition, quotes a ChatGPT answer in a "post-reasoning" section and states that the reference is not an expression on the merits. Bar & Bench reports the order the same day.
- Aug 22, 2023
Delhi High Court cautions against ChatGPT in adjudication
In Christian Louboutin SAS v. The Shoe Boutique, Justice Prathiba M. Singh holds that ChatGPT cannot be the basis of adjudication and that AI cannot replace human intelligence.
- Aug 16, 2024
Tripura High Court puts a query to ChatGPT
In Subhash Chakraborty v. Sandhya Deb (RFA 13/2024), Justice Biswajit Palit records a ChatGPT query and answer on damages in an injunction suit.
- Dec 10, 2024
Punjab and Haryana High Court asks ChatGPT about DGPS
Justice Deepak Gupta uses ChatGPT's description of differential GPS accuracy in a land-demarcation revision petition.
- Jul 19, 2025
Kerala issues first judicial AI policy
The Kerala High Court circulates a policy barring AI for findings and judgments and cloud chatbots other than approved tools.
- Dec 5, 2025
Supreme Court declines to regulate by order
A bench led by CJI Surya Kant says judges are extremely cautious and AI will not be allowed to overpower judicial decision-making, and allows a plea seeking regulation to be withdrawn.
- Apr 6, 2026
Punjab and Haryana High Court bars AI tools for district judges
District judges are told not to use ChatGPT, Gemini, Copilot or similar tools for writing judgments or legal research.
- Jul 2, 2026
Supreme Court demands a human in the loop
In Pooja Ramesh Singh v. J&K Bank the Supreme Court sets aside an NCLT judgment built on hallucinated precedents and declares zero tolerance for unverified AI citations.
Sources
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- [2]
- [3]
- [4]
- [5]
- [6]
- [7]
- [8]
- [9]
- [10]
- [11]
Pacta AI Observatory, “Jaswinder Singh @ Jassi v. State of Punjab & Anr. (CRM-M-22496-2022),” last updated October 15, 2026, https://aiobservatory.pacta.in/wiki/jaswinder-singh-v-state-of-punjab-chatgpt.