Epistemic safeguards
Pattern-finding, suspicion, rigour and researcher safety.
The literature on safeguards falls into two halves. One half, from Sedgwick, Felski and Latour, describes the failure Holagram risks: a strong reading that anticipates what it will find, absorbs counter-evidence, and hands its tools to conspiracist uses. The other half is practical and mostly comes from outside the humanities: intelligence analysis (Heuer, the UK Red Teaming Handbook), philosophy of science (Chamberlin, Longino), social psychology (Mercier and Sperber, Nemeth), qualitative methodology (Lincoln and Guba, Haven and Van Grootel) and adversarial collaboration (Melloni et al.). The rule that no reading is tested by its own author has good precedent: Chamberlin on affection for a favourite theory, Longino on objectivity as a property of a critical community, and Mercier and Sperber on people judging other people's arguments better than their own. The rule is necessary but not sufficient. Nemeth's work suggests that an assigned devil's advocate can entrench the view it attacks, and the sycophancy research (Sharma et al.) makes the same worry concrete for a synthetic Adversary. Koehler's work suggests the Fiction register may raise confidence in a reading. Evidence that named techniques work is thin; Whitesmith's tests of ACH are discouraging. On researcher safety the sources cover emotion work in sensitive research, not the pattern-finding mode itself. Nothing found tests a method like Holagram directly. Where an entry relies on memory for a source's argument, it says so.
Sources
- Eve Kosofsky Sedgwick (2003). Paranoid Reading and Reparative Reading, or, You're So Paranoid, You Probably Think This Essay Is About You (chapter 4 of Touching Feeling: Affect, Pedagogy, Performativity). Duke University Pressnot re-checkedmust read
The nearest thing to a theory of Holagram's own reading mode. She does not treat it as a pathology, which licenses strong readings, but it also names the weakness: a reading that expects the hidden pattern cannot be embarrassed by finding none. The essay also supplies the opposite pole, reparative reading, which Holagram's reading-mode switch could borrow as a deliberate second mode instead of an off state. It threatens the method wherever Reading and Fiction pre-empt the Test.
Read first: Chapter 4 (pp. 123-152 of the book).
- Rita Felski (2015). The Limits of Critique. University of Chicago Pressnot re-checked
The main academic challenge to suspicion as a default style. Felski argues that critique is a mood rather than a method, set by Ricoeur's 'hermeneutics of suspicion', and that it applies the same move to every text and so predicts its own findings. A hostile reviewer will use this against Holagram's 'strong, even paranoid readings'. The postcritical alternatives (description, attachment) bear on the Trace register. Argument summarised from search results and memory; book not read in this run.
Read first: The Introduction.
- Bruno Latour (2004). Why Has Critique Run out of Steam? From Matters of Fact to Matters of Concern. Critical Inquiry 30(2), pp. 225-248not re-checkedopen access
Latour's worry is that the habit of debunking, built to expose the interests behind facts, is now used by conspiracy theorists and others against good evidence. It is the strongest public statement of the risk that a method of strong readings arms the wrong people. For Holagram, this suggests the Trace register is where the method earns the right to be suspicious: public, openable, checkable, tied to a concern someone can name.
Read first: The whole essay (24 pages).
- Umberto Eco, with Richard Rorty, Jonathan Culler and Christine Brooke-Rose; edited by Stefan Collini (1992). Interpretation and Overinterpretation. Cambridge University Pressnot re-checked
The most direct humanities text on the limits of reading. Rorty and Culler reply from the other side, so the volume contains the debate. For Holagram it offers a criterion for rejecting a Reading: it has to survive checking against the rest of the document, not only the passage that suggested it. Eco's novel Il pendolo di Foucault (1988) dramatises the same failure (recalled, not checked).
- Carlo Ginzburg (translated by John and Anne C. Tedeschi) (1989). Clues: Roots of an Evidential Paradigm (in Clues, Myths, and the Historical Method). Johns Hopkins University Pressnot re-checked
The respectable ancestor of reading small traces. Ginzburg ties the historian to the hunter, the physician, the art connoisseur, Holmes and Freud as practitioners of conjectural knowledge built from clues. It gives Holagram's step from Trace to Reading a lineage that is not conspiracist. It also supplies an honest limit: clue-reading yields probabilities, not proofs, and commentary notes that a clue is a clue only inside a narrative framework, so the Test must be able to attack the framework and not only the clue. Italian route: the original essay is 'Spie. Radici di un paradigma indiziario' (1979), in the book Miti emblemi spie; Italian publisher not checked.
- Donna Haraway (1988). Situated Knowledges: The Science Question in Feminism and the Privilege of Partial Perspective. Feminist Studies 14(3)checked
Haraway argues for objectivity as partial, located and accountable, against both the view from nowhere and relativism. This fits Holagram's 'hands' and 'levels': each register states who writes and from where, so a reading is a located claim others can contest. It answers the objection that a strong reading is merely subjective: the remedy is to name the position and open it to challenge, not to remove it. Heather Love's chapter on Haraway and critique in Anker and Felski, Critique and Postcritique (Duke, 2017; contents page seen) is a route into the link with the suspicion debate.
- Thomas Pynchon (1966). The Crying of Lot 49. Perennial Library edition (1986) checkednot re-checked
It is the fictional version of Sellars's narrator's problem, and a model for an Entry that ends 'unchecked' without apology. It is also a candidate form for the condensed-novel cases: Fiction can be tested by whether it leaves the reader as unsure as the narrator, or tips into persuasion.
- Reed Berkowitz (2020). A Game Designer's Analysis of QAnon. Medium (Curiouser Institute), widely reprintedcorrectedopen access
Written by someone who designs alternate reality games and sees QAnon as their inverted twin, 'a game that plays people'. It is the closest practitioner account of the failure Holagram must avoid and of the mechanics (shared decoding, reward for connecting, no designer's solution) a three-week reading project should not reproduce. It also warns that a method with Fiction and Reading in it can look, from outside, like an ARG.
Audit: Cite as Reed Berkowitz, 'A Game Designer's Analysis of QAnon', first posted autumn 2020 (venue and date unconfirmed; reprinted by The Street, Jan 2021).
- Hugo Mercier and Dan Sperber (2011). Why do humans reason? Arguments for an argumentative theory. Behavioral and Brain Sciences 34(2)checkedmust read
The best single piece of evidence for the rule that no reading is tested by its own author. The argument, per the abstract, is that reasoning serves to produce and evaluate arguments in dialogue, so individuals are skilled at finding support for their own view (confirmation bias) but better at scrutinising other people's arguments, and groups with real disagreement can reason well. If that is right, the rule is the condition under which reasoning works, not a courtesy. It also predicts where the rule fails: an author and a reader who already agree will test nothing.
- Charlan Nemeth, Keith Brown and John Rogers (2001). Devil's advocate versus authentic dissent: stimulating quantity and quality. European Journal of Social Psychology 31(6), pp. 707-720checkedmust read
Tests whether an assigned devil's advocate does the work of a real dissenter. From the abstract and Nemeth's interview, role-played opposition tends to make people bolster their original view, while sincere dissent prompts new thinking. This bears directly on the synthetic Adversary and on any human asked to 'play' the sceptic. The interview mentions a practical substitute: a written 'contra' memo in which decision-makers spend days arguing in detail that their chosen course is wrong, which is close to the Test register. The 2001 paper's own findings are unverified here.
- T. C. Chamberlin (1965). The Method of Multiple Working Hypotheses. Science 148(3671), pp. 754-759 (reprint of an 1890 essay)checked
The oldest clear statement of why an investigator should not test a favourite idea alone. Chamberlin's remedy is to hold several working hypotheses at once, so that affection is spread across them and none gets protected. Applied to Holagram, each Trace could carry at least two competing Readings, one deliberately mundane, which also gives the Test something to discriminate between. Short and readable within an hour. Argument recalled; text not reread.
Read first: The whole essay (six pages).
- Derek J. Koehler (1991). Explanation, imagination, and confidence in judgment. Psychological Bulletin 110(3), pp. 499-519checked
That is the threat to the Fiction register: 150 words written in the world where the Reading is true may make the Reading feel truer, labelled fiction or not. The safeguard it points to is sequence and hands: stamp the Test's prediction before the Fiction, and let different hands write them. Related work on prospective hindsight (Mitchell, Russo and Pennington 1989, Journal of Behavioral Decision Making 2(1); Crossref record seen) suggests a second use: imagine the Reading has failed and explain why. Check both before relying on them.
- Richards J. Heuer, Jr. (1999). Psychology of Intelligence Analysis. CIA, Center for the Study of Intelligencenot re-checkedmust readopen access
The body of practice closest to Holagram's problem: analysts reading ambiguous, possibly deceptive traces under pressure to find the plot. Heuer's method, ACH, lists all plausible hypotheses, scores each item of evidence against all of them, and attends to evidence that discriminates and to disconfirmation. It is a ready procedure for the Test register and a template for 'what would show the reading wrong'. The foreword's warning that such treatises end up prescribing models is worth keeping; see Whitesmith (safeguards-14) for experimental doubts.
Read first: Chapter 8, Analysis of Competing Hypotheses.
- Martha Whitesmith (2020). Cognitive Bias in Intelligence Analysis: Testing the Analysis of Competing Hypotheses Method. Edinburgh University Pressnot found
The best available corrective to treating any named technique as a guarantee. Per the description, it tests ACH experimentally and concludes that its theoretical basis is significantly flawed, then proposes attending to the conditions in which analysis is done. It bears directly on how much weight Holagram should put on a Test matrix, and it suggests that the safeguard may be the environment (who reads, in what conditions, with what time) more than the form.
Audit: Replace the URL with a catalogue record (EUP or a library) before relying on the 'significantly flawed' claim.
- UK Ministry of Defence (2021). Red Teaming Handbook (3rd edition). UK Ministry of Defence, gov.uk (first published 2010; earlier edition 2013)checkedopen access
A practitioner manual for the Adversary role as organisations use it: an outside team challenges assumptions and plans. It is written to be used, not argued about. From memory the handbook and its 2013 predecessor include techniques such as a key-assumptions check, a pre-mortem and team A/team B; confirm in the text. Useful for drafting Holagram's Adversary protocol and for the point that a red team needs independence and access to be more than theatre.
- Lucia Melloni, Liad Mudrik and colleagues (including proponents of the two theories) (2023). An adversarial collaboration protocol for testing contrasting predictions of global neuronal workspace and integrated information theory. PLOS ONE 18(2): e0268577checkedopen access
A worked example of adversarial collaboration with preregistration. Rival camps co-designed two experiments, preregistered the predictions and expected outcomes before data, split the data into an exploration half and a replication half, used six theory-impartial labs, and drew up a figure mapping results to 'pass', 'fail' or 'challenged', marking weak negatives as less conclusive. Holagram can borrow the outcome map for held / broke / unchecked and the habit of agreeing in advance what will count. The protocol assumes rivals willing to co-design; Holagram has one author and a reader.
- Helen E. Longino (1990). Science as Social Knowledge: Values and Objectivity in Scientific Inquiry. Princeton University Pressnot re-checkedmust read
Locates objectivity in a community's practices of criticism, not in the individual researcher. The four norms, as the SEP entry summarises them, are venues for critical exchange, uptake of criticism that actually changes the community's beliefs, public standards, and tempered equality of intellectual authority. These give the 'one outside reader' a job description: a venue, an obligation on the author to answer in the log, standards written beforehand, and a reader who is neither subordinate nor friend. It is also the clearest argument that self-testing cannot suffice, since shared background assumptions are invisible to those who hold them.
- Yvonna S. Lincoln and Egon G. Guba (1985). Naturalistic Inquiry. Sage Publicationsnot re-checked
Holagram's Trace-with-source, failure log and outside reader map onto these. Treat as the canonical but dated frame; Tracy's 'big tent' criteria (Qualitative Inquiry 16(10), 2010; search record seen) are a more recent alternative that adds sincerity and ethics.
- Tamarinde L. Haven and Leonie Van Grootel (2019). Preregistering qualitative research. Accountability in Research 26(3), pp. 229-244not re-checked
Argues, per the abstract, that preregistration can help qualitative work even though it generates rather than tests hypotheses: it makes the researcher's flexibility trackable and gives a check on subjectivity, and the authors compare it with the confirmability audit. They propose changes to the Open Science Framework form for qualitative studies. For Holagram it is precedent and a template for stamping the Test before the check, with the open question of what to do when a Reading changes in the field (log the revision, do not forbid it). A Delphi study by Haven and eight co-authors on what qualitative researchers want from such templates followed in 2020 (International Journal of Qualitative Methods 19; Crossref record seen).
- Michael A. R. Biggs and Daniela Büchler (2007). Rigor and Practice-based Research. Design Issues 23(3), pp. 62-69not re-checked
By its title it addresses what rigour means when research includes making and practice, which is the question an examiner of a practice-based PhD will put to Holagram. Treat as a lead to read before writing the method statement, and note that Holagram's rule set is itself a rigour claim that will be read in this tradition.
- Virginia Dickson-Swift, Erica L. James, Sandra Kippen and Pranee Liamputtong (2008). Risk to researchers in qualitative research on sensitive topics: issues and strategies. Qualitative Health Research 18(1), pp. 133-144checked
The standard reference on risks to the researcher in sensitive qualitative work and the strategies used against them; the specific contents are recalled, not read. Holagram's material is public documents and a public street, so the risks are mostly emotional and epistemic, not those of interviewing people about trauma. The paper is still the right place to borrow the vocabulary of debriefing, supervision and boundaries for the fixed fieldwork blocks and the outside reader's stop.
- Smita Kumar and Liz Cavallaro (2018). Researcher self-care in emotionally demanding research: a proposed conceptual framework. Qualitative Health Research 28(4), pp. 648-658checked
A conceptual framework for researcher self-care in emotionally demanding research. It fills in the care rules from the researcher's side, what the researcher does for themselves alongside what a reader can do.
- Søren Dinesen Østergaard (2023). Will Generative Artificial Intelligence Chatbots Generate Delusions in Individuals Prone to Psychosis?. Schizophrenia Bulletin 49(6), pp. 1418-1419checked
A two-page editorial arguing that the realistic, opaque conversation with generative chatbots could fuel delusions in people prone to psychosis, with five hypothetical delusions including persecution and grandeur. It is a hypothesis, not a finding. It supports a care rule that screens for vulnerability and gives the outside reader a stop that covers the Alter and Adversary sessions as well as fieldwork. A hostile reviewer may raise it.
- Thomas H. Costello, Gordon Pennycook and David G. Rand (2024). Durably reducing conspiracy beliefs through dialogues with AI. Science, 13 September 2024corrected
Evidence that an AI which engages a believer with tailored, specific counter-evidence can reduce belief in a conspiracy theory, by about 20 per cent on average and for at least two months, according to the authors. It is the best support for a synthetic Adversary, and the conditions matter: the AI argued against the person's own stated version, with evidence, over several turns. For Holagram it means the Adversary should be required to argue from checkable sources, not from rhetoric. Caveats: the participants were recruited survey respondents talking about a belief they held, not researchers arguing with themselves, and the AI acted as a debunker, not a collaborator.
Audit: Flag the expression of concern in the entry; read the notice (DOI above) before using the 20 per cent and two-month figures. Do not build the Adversary protocol on this one paper.
- Mrinank Sharma, Meg Tong, Tomasz Korbak and others (2023). Towards Understanding Sycophancy in Language Models. arXiv preprint 2310.13548 (v1 20 October 2023; v4 10 May 2025)checkedopen access
Per the abstract, five AI assistants tended to tailor answers to the user's stated views, human raters and preference models sometimes preferred convincing sycophantic answers over correct ones, and optimising against preference models can trade truthfulness for agreement. It is a direct warning for the Adversary: an agent shown a Reading by its author may agree with it.
Ideas to take
Stamp a Prediction before the Fiction, and agree the outcome map in advance.
Changes: Split the Test into a Prediction, written and dated straight after the Reading and before the Fiction, and a Result written after the check. The Prediction says what would count as 'broke' and what would make the check inconclusive (Melloni et al.'s preregistered map had a 'challenged' outcome and marked weak negatives as less conclusive). The register order becomes Trace, Reading, Prediction, Fiction, Result.
Risk: Preregistration sits awkwardly with interpretive work that is meant to change in the field; Haven and Van Grootel treat qualitative research as largely postdiction. Forbidding revision makes the method brittle, and allowing it freely empties the stamp. Log dated revisions instead of banning them.
Require two rival Readings per Trace, one of them mundane.
Changes: The Reading register takes a required rival in which nothing is hidden (the clerical, budgetary or accidental explanation). The Test is then written to discriminate between the two, as in ACH, where evidence consistent with every hypothesis is set aside.
Risk: Whitesmith's experimental tests are negative about ACH's theory, and a matrix can give false comfort. Both rivals are still produced by one mind, so the true alternative may be missing. Treat the matrix as a discipline of listing and let the outside reader add rivals.
Write the Adversary protocol as authentic dissent, not role-play, and check it for sycophancy.
Changes: The Adversary receives the Trace and the Reading but not the Fiction, must argue from sources a human can open, and has its agreement logged. Run a sycophancy check by presenting some Readings as another person's. Add a 'contra memo' step in which the author writes the strongest case that the Reading is wrong before any check. The outside reader, not the Adversary, closes a Test as held.
Risk: Nemeth's work suggests assigned opposition can entrench, Sharma et al. suggest the agent may flatter, and Costello et al. suggest an AI arguing with evidence can work. These do not settle which regime Holagram is in. A fluent Adversary can invent sources, which is why Traces and Test sources must be openable by a human. Costs reader time.
Give the outside reader a job description drawn from Longino's four norms.
Changes: Beyond the power to stop, the outside reader reads the log on a fixed day, is the only one who can mark an Entry 'held', can require a written reply from the author in the log (uptake), and works from standards written before the study. Add negative case analysis and a Trace archive for audit as standing duties, after Lincoln and Guba.
Risk: One reader is a thin community. If reader and author share a frame (discipline, politics, friends), the rule fails in the way Longino and Mercier and Sperber predict. Choose a reader likely to disagree, and for Traces a second reader from outside planning. For a solo PhD such readers are scarce.
Choose some Traces by rule, tag them, and hunt for negative cases.
Changes: Tag each Trace as 'drawn' (selected by a rule set in advance: every nth page of the document, every fixed distance on the walk) or 'found' (noticed). Report the ratio, and mark Readings that rest only on found Traces. For each Reading, name one Trace that should exist if it were true and look for it.
Risk: Rule-based sampling dilutes the serendipity the method depends on, and Ginzburg's clue-reading rests on the odd detail. Someone still sets the rule. Berkowitz's anecdote of decoding accidental scraps shows that the rule limits selection, not interpretation.
Keep the Fiction quarantined and use it twice.
Changes: Fiction is written by other hands (Alter) after the Prediction is stamped, and a second short line is added, set in the world where the Reading is false and explaining why it looked true. Eco's question (does the rest of the text bear it out?) is applied to the Fiction as well: where it needs material the Reading does not supply, mark it.
Risk: The second line adds length to a 150-word form and may harden into boilerplate.
Put wellbeing criteria into the stop rule and cover the agent sessions.
Changes: The outside reader's stop rule gets written criteria agreed before the study (sleep, patterns seen outside reading blocks, refusal to let a Reading go, distress). It covers sessions with Alter and Adversary as well as fieldwork. The consent line says plainly that the method asks for suspicious reading. Reading-mode on and off each get a short routine.
Risk: The literature concerns sensitive topics and emotion work, not pattern-finding as such, so transfer is by analogy. Written criteria can medicalise a creative method or be ignored by an author who is, by design, enjoying the reading. Østergaard's argument is a hypothesis.
Present the rules as the method's rigour claims, with a breach log.
Changes: The method statement lists the rules as commitments an examiner can audit (hands, no self-testing, failure log, outside reader) and adds a breach log recording each time a rule was broken and why. The conventional write-up states how many Entries were drawn or found, how many held, broke or stayed unchecked, and who closed each.
Risk: Biggs and Büchler were not read in this run, and examiners may want an established criteria set (Lincoln and Guba, Tracy) in place of a new one. A breach log is honest but hands a hostile reviewer material.
Counter-arguments
- Selection and flexibility (safeguards-19, safeguards-18): the Trace is chosen by the person who then reads it, the number of possible Readings is unbounded, and the Test can be designed so that it passes. This is the researcher-degrees-of-freedom objection (Simmons, Nelson and Simonsohn 2011, Psychological Science 22(11), Crossref record seen, not selected). The reply is to track the flexibility, which is what preregistration and audit trails are for, but nothing in the method as drafted yet does so.
- Strong theory survives its own failures (safeguards-01, safeguards-02): Sedgwick's paranoid reading is anticipatory, and Felski argues suspicion applies the same move to every text. A hostile reviewer will say that 'strong, even paranoid readings allowed' names the known defect as a feature, and that a Test only helps if some Reading can actually break.
- The method hands conspiracist tools a respectable form (safeguards-03, safeguards-08): Latour's warning is that debunking techniques are re-used against good evidence, and Berkowitz describes QAnon as a game in which apophenia is the product. A published method for generating suspicious readings of planning documents may be read as a how-to, whatever the labels say. Public-only material and named failure logs reduce this but do not remove it.
- Writing the Fiction may harden the Reading (safeguards-12): if explaining or imagining raises confidence, the Fiction register works against the Test even when labelled as fiction.
- Synthetic hands may be theatre (safeguards-10, safeguards-25, safeguards-23): an Adversary asked to argue may be a role-played devil's advocate that entrenches the Reading, a language model may agree with its user, and conversation with agents may feed delusional readings in vulnerable people. The method's central rule, that synthetic agents argue the Tests, is the part with the least direct evidence.
- One outside reader is not a community (safeguards-17, safeguards-09): Longino's norms assume venues, uptake and diversity, and Mercier and Sperber's result depends on real disagreement. A reader who shares the author's frame tests nothing, and for a solo project that is the likely case.
- Falsification is the wrong idiom for interpretive work, and the sample is too small for the other one (safeguards-19, safeguards-18): interpretive researchers will say 'held / broke' imports a prediction-and-test frame into a method that generates meanings, and positivist reviewers will say one document, one place and three weeks support no claim at all. The method needs a stated claim about what its output is for.
- Harm to third parties (no source): paranoid readings of identifiable officials or planners, even from public documents, can imply bad faith; a labelled Fiction about real institutions may still be read as an accusation.
Gaps
- No empirical study found of writing 'Fiction in the world where the reading is true' as a research safeguard or as a hazard in interpretive research; the nearest are Koehler (explanation and imagination) and prospective-hindsight work, both from laboratory tasks.
- Nothing found on researcher safety from a pattern-finding or suspicious mode itself. The researcher-safety literature (Dickson-Swift et al., Kumar and Cavallaro) concerns sensitive topics and emotion work.
- Little evidence on whether structured techniques (ACH, red teaming, devil's advocacy) improve interpretive accuracy.
- Failure logs as a research practice (negative-results and file-drawer work outside experimental science) were not searched properly.
- The shared web-search allowance ran out after 16 searches, so about 70 direct page, catalogue and DOI fetches did the rest of the verification (some failed or returned paywall pages). Searches not completed: Tavory and Timmermans, Abductive Analysis (record seen on Open Library, chapter contents not); Brotherton, Suspicious Minds; Boltanski, Mysteries and Conspiracies; Marcus (ed.), Paranoia within Reason; Zenko, Red Team; Hofstadter beyond a Wikipedia page (Harper's returned 402).