UCPI END of TERM AI Report

Preface

If you write about news and politics for a commercial platform there really aren’t any rules of evidence other than the Big-Lie Test- Do enough people believe you? If not , repeat but louder.

Work for a state-sponsored and controlled media platform, its Make-Sure-you-Aren’t Biting-the-Hand-that-Feeds-You test; even if it it makes youlook like  lack both common sense and a moral compass.  

Write engaged journalism/history and the rules are as tough as those in a criminal court.Y ou’ve got to be right beyond reasonable doubt. In this position Large Language Model AI provides access to affordable  and knowledgeable jury, without reducing things to a crude first-past -the-post consensus of everything written about the subject, no matter how barling.

It is quite a good approach to assessing other oeople’s work by the standards you set set yourself.  In this last week I’ve twice  looked at the performance  of the UCPI using Chat GPT. Chat knows its way around the UCPI online and I suspect I am not the only one using it to supplement the UCPI’s own cranky search facility and incomplete cataloguing of evidence.

The first prompt was just a quick check of whuch  parts of its proposed work programme would be incomplete if the Home Secretary  were ro pull the plug it following scandalously inappropriate  consultation. The answer to that promprt was Tranche 4 (NOPIU); Tranche 5 (other UC activity, in Met and other forces); and the Whole of Module 3 (the conclusions and recommendations).

That would not  have been an arduous task for me to do,  though it would have taken time, It took Chat  less than a minute. The second prompt was more interesting and would have been challenging for me to avoid the charge of a biased selection  of examples.

But Chat again took it in its stride. I asked how  the UCPI  was doing  in relation to the Terms of Reference it was set eleven years ago by Teresa May, and asked it to break down  whether these had been accomplished m partly accomplished or ignored. Now with a human research assistant this might have been inviting  confirmation bias. I have used it often enough to test ideas and interpretations to be confident that it does not willfuly set out to prove your point. Sure it makes mistakes, hallucinates, summarises pointlessly but if you know you subject  that is not a problem. And if you don’t  know your subject don’t you it until you d.  Although, ironically, there are worse places to start finding out about it than a LLM AI.

 

The answer to my prompt about the ToRs  was interesting because it confirms  some the non-state core-particpants/particpants/witnesses/victims/observers’  feelings  that UCPI is reading the terms very narrowly,  is narrowing some of them in ways that were not intended, and is ignoring some.

 

The rest of this blog is my edit of Chat’s response ro my prompts  with a  a couple of supplementary propmpts for clarification. I’m not giving you my prompt because it would not reproduce the answer t identically, and if you think my prompt was biased, then do it yourself, its dead easy.

The oner thing I did not do was  ask it to do it like an end of term report, the result would have been seriously tacky,  quirky and jokey. The report metaphor is mine, the  Terms of Reference are the equivalent of NVQ competences and Chat’s response is pretty straight assessment of the UCPI’s competence. 

Before you reading it their a couple of health warnings which may hel[ dispel any notion that this was AI confirming my bias. The first is Chat’s  observation that that that Terrorism and SOC is largely excluded is of course is true.  My concern isthat particular in the early years  when there is evidence that UCOs may have been infiltrating northern Irish paramilitary organisations as well as civil rights organisations. It is importantthat collateral anti terrorist undercover activity is not attributed to the the SDS as a whole or as a primary purpose.

The second health warning is about secrecy. Chat  knows nor more than an online follower of the UCPI and less than any of the attenders iof the Inquiry n person. There is an unknown quantity of in person and un published evidence. The Inquiry  chair has already emphasised to the public gallery that there is substantial evidence heard in secret the is for him and the Inquiry tean to know and  for us to fail to find out and the there will be  an upublished report  referencing  evidence heard in secret.

In respect of State  evidence given in public.  Open evidence  and “intelligence” have been repeatedly  and successfully challenged  by those who are its subjects. There  can therefore be no general assumption of truth accorded by the UCPI to secret state evidence. Furthermore  as far as we know therethere are no un published, secret terms of reference. The conclusions  reached as a result of the secret state evidence must, without expanation must attached to issue specifically covered in the  terms of reference. When the secret report is delivered to the Cabinet Office there should not therefore be any secret conclusions or recommendations.

Maike Hughes Aug 4ug 2026

 

 

The UCPI and its Terms of Reference

What was the Undercover Policing Inquiry established to investigate?

 

The Undercover Policing Inquiry was established to investigate undercover police operations conducted by English and Welsh police forces in England and Wales since 1968.

Its Terms of Reference require it, in particular, to:

• investigate the contribution made by undercover policing to the prevention and detection of crime;
• examine the motivation, scope and practical operation of undercover policing;
• examine its effects on individuals and the public;
• establish the extent of government awareness;
• assess the justification, authorisation, governance and oversight of undercover operations;
• assess the selection, training, management and welfare of undercover officers;
• assess the statutory, policy and judicial regulation of undercover policing;
• examine failures to disclose undercover police activity in criminal proceedings and resulting miscarriages of justice;
• investigate whether political and social-justice campaigners were targeted, and for what purpose and effect;
• examine, although not exclusively, the activities of the Special Demonstration Squad and the National Public Order Intelligence Unit.

 

The Terms of Reference define undercover police operations as the use of a police officer as a covert human intelligence source. They exclude undercover or covert operations conducted by organisations other than English or Welsh police forces.

The central problem

The Terms of Reference appear extremely broad. They ostensibly cover the entire history of police undercover operations since 1968.

In practice, however, the Inquiry has overwhelmingly concentrated on a particular form of undercover policing:

• the long-term infiltration of political organisations;
• the monitoring of protest and civil disobedience;
• public-order intelligence;
• campaigns for political or social change;
• the activities of the SDS and, eventually, the NPOIU.

It has not so far provided an equivalent investigation of undercover policing directed at:

• terrorism;
• serious organised crime;
• drugs;
• armed robbery;
• corruption;
• conventional criminal conspiracies;
• other forms of covert policing outside the political and public-order field.

Terrorism and serious organised crime are not expressly excluded by the written Terms of Reference. The formal wording covers undercover police operations generally. But those areas have been effectively excluded from the Inquiry’s principal programme of evidence.

This matters because it limits the Inquiry’s ability to answer one of its most important questions: what contribution did undercover policing make to the prevention and detection of crime?

An inquiry overwhelmingly concerned with political dissent and public-order intelligence cannot properly evaluate undercover policing as a whole.

Objectives substantially undertaken

1. Individual undercover deployments

The Inquiry has examined large numbers of individual SDS deployments in detail. It has considered:

• the groups infiltrated;
• officers’ cover identities;
• reports submitted;
• relationships formed;
• participation in political activity;
• conduct while deployed;
• the personal consequences for those affected.

This has become the Inquiry’s most extensive and visible area of work.

2. Selection, recruitment and training

The Inquiry has taken substantial evidence about:

• how officers were selected;
• whether recruitment was formal or informal;
• the characteristics considered suitable;
• training and preparation;
• legend-building;
• identity documents;
• the use of deceased children’s identities;
• instructions given before deployment.

3. Management and supervision within the SDS

It has examined:

• the roles of sergeants, inspectors and senior managers;
• meetings with deployed officers;
• reporting arrangements;
• welfare visits;
• operational decision-making;
• the handling of problems during deployments;
• the extent to which misconduct was known or tolerated.

4. Welfare and care of undercover officers

The Inquiry has heard evidence about:

• psychological pressure;
• isolation;
• the difficulty of maintaining false identities;
• reintegration after deployment;
• effects on marriages and families;
• the absence of proper psychological support;
• the tendency to treat welfare informally rather than professionally.

5. Deceased children’s identities

The Inquiry has established that SDS officers routinely used the identities of deceased children to construct cover identities. It has examined:

• how identities were selected;
• how birth certificates were obtained;
• the risks to bereaved families;
• whether managers knew and approved;
• when the practice began and ended.

6. Deceptive sexual relationships

• The Inquiry has established that a significant number of undercover officers entered sexual relationships with women who did not know their partners were police officers.
• It has considered:
• whether managers knew;
• whether the relationships were regarded as operationally useful;
• whether they were prohibited, tolerated or ignored;
• their effects on the women involved;
• the institutional responsibility of the Metropolitan Police.

7. Infiltration of political and campaigning organisations

• The Inquiry has documented extensive infiltration of:
• socialist and communist organisations;
• anarchist groups;
• anti-racist campaigns;
• environmental campaigns;
• animal-rights groups;
• trade-union and workplace campaigns;
• justice campaigns;
• family campaigns;
• organisations opposed to apartheid, fascism and war.

The evidence has established that many groups were monitored despite posing little or no serious criminal threat.

8. Miscarriages of justice and failures of disclosure

• The Inquiry has investigated cases in which:
• undercover officers were arrested with activists;
• officers participated in events leading to prosecutions;
• their presence was not disclosed;
• prosecutors and courts were not told about relevant undercover activity;
• convictions may consequently have been unsafe.
• This directly reflects the miscarriage-of-justice provisions in the Terms of Reference.

Objectives only partly undertaken

1. The actual contribution to preventing and detecting crime

• The Inquiry has accumulated detailed evidence about what undercover officers did, but it has not consistently answered whether their work prevented or detected serious crime. It has often established:
• that intelligence was collected;
• that reports were written;
• that meetings and demonstrations were monitored;
• that political organisations were penetrated.

But this is not the same as demonstrating an effective contribution to crime prevention.

2. Motivation

The Terms of Reference require an examination of the motivation for undercover police operations. The Inquiry has investigated the immediate reasons given for individual deployments, but it has been less successful in examining the deeper institutional and political motivation.

It has not yet fully resolved whether the SDS existed primarily to:

• prevent serious disorder;
• detect crime;
• collect intelligence about political opposition;
• monitor organisations regarded as subversive;
• protect the established political order;
• provide information required by Special Branch, MI5 or government departments.

3. Strategic purpose

The Inquiry has examined deployments largely officer by officer and group by group. This makes it difficult to see the SDS as a strategic institution.Questions that remain only partly answered include:

• Who determined its overall priorities?
• How were target organisations selected?
• Why were some movements monitored for decades?
• Why were organisations posing little criminal risk repeatedly infiltrated?
• What intelligence did senior management actually want?
• What did the Metropolitan Police believe the SDS was for?

4. Governance above unit level

The Inquiry has investigated management within the SDS more thoroughly than management above it. There is still an incomplete picture of:

• the relationship between the SDS and the wider Special Branch;
• the role of senior Metropolitan Police officers;
• the role of commissioners and assistant commissioners;
• Home Office knowledge;
• ministerial knowledge;
• the relationship with national policing structures;
• external scrutiny or its absence.

5. Government awareness

The Terms of Reference expressly require the Inquiry to establish the state of government awareness. Evidence has shown that government knew of the SDS’s existence and that the Home Office provided funding. But government awareness involved more than knowing that a unit existed. The unanswered or partly answered questions include:

• What did ministers know about its targets?
• What did civil servants know about its methods?
• Were ministers informed about particular deployments?
• Did government departments request particular intelligence?
• Were reports circulated to departments outside the Home Office?
• Did government know about the use of deceased children’s identities?
• Did it know about sexual relationships?
• Did ministers understand that lawful political activity was being systematically recorded?

6. Intelligence dissemination and use

The Inquiry has examined many intelligence reports, but the subsequent life of that intelligence remains less clear. It has not yet comprehensively established:

• all organisations receiving SDS intelligence;
• how Special Branch used it;
• how MI5 used it;
• whether it entered employment-vetting systems;
• whether it influenced blacklisting;
• whether it affected immigration, security clearance or public employment;
• whether it contributed to government political assessments;
• how long information was retained;
• whether intelligence was combined with material from other agencies.

7. National policy and regulation

The Inquiry has considered the changing legal and regulatory framework, particularly the period before and after the Regulation of Investigatory Powers Act 2000. However, the history of national policy remains fragmented.

Questions remain about:

• Home Office guidance;
• Association of Chief Police Officers policy;
• Special Branch guidelines;
• the development of undercover codes of practice;
• the influence of serving and former undercover-policing managers on later regulation;
• whether legal reforms corrected earlier abuses or merely formalised existing practices.

8. Wider contribution to public-order policing

• The SDS presented itself as a public-order intelligence unit, but the Inquiry has not consistently compared its intelligence with actual public-order outcomes.
• It has not clearly demonstrated:
• which disorders were prevented;
• which police operations were altered because of SDS intelligence;
• whether intelligence improved public safety;
• whether it primarily helped police manage demonstrations;
• whether it was used instead to classify and monitor political groups.
• Objectives largely ignored or interpreted narrowly
• Undercover policing outside the SDS and NPOIU
• The written Terms of Reference cover all English and Welsh police forces from 1968 onward.
• In practice, the Inquiry has concentrated overwhelmingly on the SDS.
• The Home Office’s 2026 consultation acknowledged that work on the NPOIU, all other undercover policing and current and future practice remained outstanding. It described Tranche 4 as the NPOIU, Tranche 5 as all other undercover policing, and Module 3 as current and future practice.
• That means the Inquiry has not yet fulfilled its general remit.

9. Terrorism and serious organised crime

The Inquiry cannot properly assess the role and contribution of undercover policing without examining the fields in which the police would claim its most compelling justification. By concentrating on political and social-justice campaigning while leaving terrorism and serious organised crime largely outside its evidence programme, the Inquiry has examined the most controversial uses of undercover policing but not necessarily its most operationally significant uses. This produces an incomplete comparison. It prevents the Inquiry from asking:

• Were methods justified in serious-crime operations but transferred inappropriately into political policing?
• Were the same safeguards applied in both fields?
• Was infiltration of political groups conducted because serious criminal threats existed, or because political intelligence was institutionally valued?
• Did the relatively low risks posed by many political groups make intrusive methods less justifiable?

10. MI5 influence

The Inquiry is not an inquiry into MI5, because its remit is confined to police officers used as covert human intelligence sources by English and Welsh police forces. That does not, however, prevent it from investigating MI5’s influence over police operations.

The unresolved issue is not simply what information the SDS supplied to MI5, but:

• whether MI5 helped determine targets;
• whether MI5 requirements shaped reporting;
• whether police officers collected intelligence primarily useful to the Security Service;
• whether distinctions between policing and national-security intelligence were meaningful in practice;
• whether the SDS functioned partly as a police-operated intelligence resource for MI5.
• This has been touched upon but not pursued with the same intensity as individual officer conduct.

11. Anti-subversion policy

 

The Inquiry has often treated deployments as individual operational decisions. A broader interpretation would examine them as part of the British state’s anti-subversion system. This would require investigation of:

• official definitions of subversion;
• Special Branch’s historical responsibilities;
• government committees concerned with subversion;
• links with security vetting;
• the classification of political organisations;
• intelligence exchanges with MI5;
• the distinction between opposition, dissent, disorder and subversion.

Without this, the Inquiry risks describing what happened without fully explaining why it happened.

12. Political consequences

The Inquiry has documented intrusion into political organisations but has done less to examine its democratic consequences. These include:

• interference with freedom of association;
• distortion of internal group decisions;
• officers taking organisational roles;
• influence over demonstrations and campaigns;
• collection of information about lawful beliefs;
• long-term retention of political intelligence;
• unequal treatment of political movements;
• the chilling effect of surveillance.

These consequences should be central to assessing the effect of undercover policing on the public.

Outcomes already clearly established

 

Even before completion of the Inquiry, a number of conclusions can safely be drawn.

1. Political organisations were systematically infiltrated

The infiltration of political and campaigning organisations was not occasional or exceptional. It was systematic, organised and sustained over decades.

2. Much reporting concerned lawful political activity

A large quantity of intelligence related to:

• meetings;
• demonstrations;
• personal relationships;
• political beliefs;
• internal disagreements;
• conference arrangements;
• publications;
• campaign planning;

individuals who were not suspected of serious crime.

3. The threshold for infiltration was often extremely low

Some groups were infiltrated despite posing little identifiable threat of serious violence or criminality. The possibility of public disorder was frequently treated as sufficient justification for prolonged penetration.

4. The use of deceased children’s identities was institutional

It was not simply the unauthorised invention of individual officers. It was a known and repeated method of creating convincing cover identities.

5. Deceptive sexual relationships occurred repeatedly

These relationships were not confined to one rogue officer. Their recurrence demonstrates an institutional failure of selection, supervision, ethics and accountability.

6. Oversight was inadequate

Supervision existed, but it did not amount to effective independent oversight.

The same institution that authorised, conducted and benefited from the operations largely judged their necessity and propriety.

7. Records were extensive but accountability was weak

The SDS generated large quantities of intelligence while maintaining insufficiently reliable records of:

• authorisation;
• proportionality;
• operational necessity;
• management decisions;
• misconduct;
• intelligence dissemination;

8. Disclosure failures created risks of miscarriages of justice

Where undercover officers participated in events connected to prosecutions, non-disclosure could prevent defendants, prosecutors and courts from understanding what had occurred.

9. The legal framework was inadequate

For much of the SDS’s existence there was no clear statutory system specifically governing long-term undercover police deployments.

Later regulation did not automatically repair the habits and assumptions developed during the unregulated period.

10. Political policing and ordinary criminal investigation were not clearly separated

The evidence shows a recurring tendency to treat political opposition, protest, possible disorder and criminality as overlapping categories.

That ambiguity was central to the SDS’s longevity.

What remains unresolved?

1. What was the SDS really for?

• Was its principal purpose:
• preventing disorder;
• detecting crime;
• monitoring subversion;
• gathering political intelligence;
• supporting MI5;
• informing government;
• protecting the existing political order?

The answer may be a combination, but the balance has not been established.

2. Who ultimately set its priorities?

The Inquiry still needs to clarify the respective influence of:

• SDS managers;
• Metropolitan Police Special Branch;
• senior Metropolitan Police officers;
• the Home Office;
• MI5;
• government departments;

3. What happened to the intelligence?

The collection of intelligence is well documented. Its dissemination, retention, combination and practical use are much less completely understood.

4. How effective was it?

The Inquiry needs to distinguish between:

• producing large quantities of information;
• providing useful public-order intelligence;
• preventing crime;
• preventing violence;
• supporting prosecutions;
• merely increasing the state’s knowledge of political opposition.

5. Why were non-criminal groups considered appropriate targets?

The Inquiry needs to identify the institutional reasoning by which lawful political organisations became subjects of prolonged covert penetration.

6. Was the misconduct accidental or structurally produced?

Individual officers made personal choices, but repeated patterns suggest deeper causes:

• vague operational boundaries;
• pressure to maintain cover;
• weak supervision;
• secrecy;
• absence of outside scrutiny;
• institutional belief in the importance of the mission;
• tolerance of methods that would otherwise have been unacceptable.

Overall assessment

The UCPI has undertaken an exceptionally detailed examination of the SDS and the experiences of many people affected by it. It has been strongest when examining:

• individual deployments;
• personal misconduct;
• sexual relationships;
• use of deceased children’s identities;
• officer management;
• the infiltration of named political groups;
• failures of disclosure.
• It has been weaker when examining:
• strategic purpose;
• political motivation;
• government responsibility;
• MI5 influence;
• intelligence dissemination;
• measurable operational effectiveness;
• undercover policing outside political and public-order work;
• terrorism and serious organised crime;
• the wider anti-subversion system.

The Inquiry has therefore exposed a great deal about the conduct of undercover officers without yet giving a complete account of the state system that created, directed and used them.

Its evidence strongly suggests that the SDS was not simply a conventional crime-fighting unit using undercover methods against identifiable criminals. It was a long-term political-intelligence operation, located within the Metropolitan Police but connected to wider Special Branch, governmental and security-service priorities.

 

The central unresolved question is therefore not merely whether individual officers behaved improperly. It is why the British state considered the prolonged covert infiltration of lawful political activity necessary, who benefited from the resulting intelligence, and how such operations were allowed to continue for nearly forty years with so little effective accountability.