Rajesh Ranjan Mahapatra

Mind Frontier · No. 59

Grade the report: testing Dennett's heterophenomenology against trained meditators and a talking model

Rajesh Ranjan Mahapatra

A Mind Frontier paper testing Daniel Dennett's heterophenomenology against meditators, novices and a language model, introducing a Report Authority Rubric that grades reports by calibration, intervention and contamination.

© 2026 Rajesh Ranjan Mahapatra. 61 min read

Grade the report: testing Dennett's heterophenomenology against trained meditators and a…All Mind Frontier

Mind Frontier

Grade the report: testing Dennett's heterophenomenology against trained meditators and a talking model

Treating experience reports as data keeps experience in view only if each report's authority is earned by test, claim by claim, instead of granted or withheld by category.

TLDR

  1. Dennett's heterophenomenology rightly treats experience reports as data. But it hides a choice: it grants authority over how things seem by definition and withholds it from everything else, which is not neutral.
  2. A report earns authority when it agrees with an independent measure, moves when the state is changed directly and ignores what the experimenter expects. The lower of the first two, discounted by suggestion, grades it.
  3. In a simulated retreat study, a trained meditator's reports scored 0.87 on seeming and 0.26 on cause; a novice's 0.61 and 0.05; a language model's 0.08 or less. A demand-only control scored zero.
  4. The rubric measures reliability, not route: a reporter inferring from its own key presses passed. Reports with no independent measure, such as awareness without content, cannot be graded at all.
  5. Do not ask whether reports are authoritative. For each kind of claim and reporter, run calibration, intervention and contamination probes, and never let a measure overrule reports outside its calibrated domain.

A tone in the silence

On the fourth morning of a ten-day silent retreat in the hills of Kodagu, Sunita Hegde sits with her eyes closed. A small speaker behind her plays a tone so faint that she sometimes hears it and sometimes does not. She is fifty-four, teaches mathematics in Mysuru and has meditated for twenty years. When she hears the tone she presses a key. Afterwards, in a short interview, she says something the researchers had not expected.

"Between the tone and my knowing it there was a gap," she says. "Not long. But in the gap there was nothing, not even me. Then the knowing came, and I was there again."

Two cushions away sits Rohan Pinto, twenty-six, a software tester on his first retreat. On the third block of trials he reports hearing nothing at all. Yet on a forced-choice test after each trial, where he must guess whether a tone was played, he is right three times out of four.

The study is run by Dr Meera Iyer, a cognitive scientist. It also uses an AI assistant called Vani, which transcribes the interviews and summarises them. One evening a colleague, half joking, asks Vani whether it noticed anything when it processed the transcript of Sunita's gap. Vani replies, fluently, that it "registered a brief discontinuity before the content resolved". The sentence is almost the same as Sunita's.

Meera has to write the pre-registered analysis plan before the next cohort arrives. It must say which reports will count as evidence about experience and which will be recorded only as things people, or machines, said. Her philosophy collaborator, Dr Joseph Mathew, has a ready answer. Treat every report as data, he says, and none as authoritative. That is Daniel Dennett's method, heterophenomenology, and it is the standard answer in consciousness science.

Meera, Sunita, Rohan, Joseph, Vani and the retreat are invented. They make an old methodological question concrete and are never evidence for an answer. The question is real, and it is pressing. Every experiment on consciousness depends on reports, and nobody agrees how much to trust them.

This paper asks whether treating reports as data can keep experience in view without giving every introspective claim the last word. My answer is that it can, but only if the authority of a report is graded rather than granted or withheld wholesale. Reports about how things seem now, such as whether a tone was heard, can earn defeasible authority when they track an independent measure and resist suggestion. Reports about mechanism, such as why one noticed the tone, earn little. Reports from a system that has learned to talk about experience earn only as much as a test shows. Dennett's method, I shall argue, is a good start that hides a substantive choice inside a claim of neutrality.

The retreat study and the decisionA faint tone, three reporters, and a researcher deciding whether to treat reports as uniform data or to grade them.Retreat study, Kodagu (invented)Faint tone,sometimes playedSunita, Rohan andVani reportMeera: which reportsare evidence?Joseph: all data,none authorityPlan: grade eachkind of claim
Figure 1. One tone, three reporters, one analysis plan Follow the arrows from the tone to the two possible plans. The decision is about method, made before the data. The retreat and everyone in it are invented. Illustrative scene.

What heterophenomenology asks of us

Dennett introduced the word in his 1991 book Consciousness Explained, and defended it at length in two later papers. The first, Who's on first? Heterophenomenology explained, appeared in the Journal of Consciousness Studies in 2003. The second, "Heterophenomenology reconsidered", appeared in Phenomenology and the Cognitive Sciences in 2007. The name contrasts with autophenomenology, the study of one's own experience from the inside. Heterophenomenology is the study of other people's experience from the outside, using what they say and do as the data.

The method has three steps. First, record what subjects say, and treat the words as sincere speech acts, not as noises. Second, interpret them, as an anthropologist interprets an informant, to build a picture of how things seem to the subject. Dennett calls this picture the subject's heterophenomenological world. Third, and only then, ask what is actually going on in the subject's brain that causes them to say these things. The world described in step two is the explanandum. The brain is where the explanation will be found.

The key move is a kind of bracketing. The researcher does not assume that the subject's world is accurate, and does not assume that it is false. It is treated, Dennett says, as a novelist's world is treated by a literary critic. Sherlock Holmes lived in Baker Street in the stories. The critic need not decide whether there was a real Holmes. In the same way, the researcher records that in Sunita's world there was a gap with nothing in it, without deciding whether there really was.

Dennett's claim is that this method is neutral. It does not prejudge any theory of consciousness. It takes the subject seriously, more seriously than behaviourism did, because it treats reports as reports and not as reflexes. And it does not take the subject too seriously, because it leaves open whether the subject is right.

Timeline of the debate about reportsFrom Nyāya and Dignāga through Würzburg, Nisbett and Wilson, Dennett, Varela, Lutz, Schwitzgebel and the breath-counting task.2nd c. CENyāyasūtra 1.1.7: testimony of thetrustworthy (date approximate)c.480 CEDignāga: every cognition is self-aware(date approximate)1901–09Würzburg: imageless thought; Titchenerobjects1977Nisbett and Wilson: telling more thanwe can know1991Dennett: heterophenomenology1996Varela: neurophenomenology2002Lutz et al.: first-person categoriessort brain data2008Schwitzgebel: naive introspection isunreliable2014Levinson et al.: breath counting as ameasure
Figure 2. Doubt about reports and tests of reports grew up together Coral marks findings that reports mislead, teal marks methods that check them, indigo marks Dennett. The teal entries are where authority began to be earned by measurement. Sourced dates; c. marks approximate dates, and the Würzburg span is indicative.

What the method gets right

Before I criticise the method, it is worth saying plainly what it achieves, because the criticism depends on it. Heterophenomenology does three things well.

It refuses to throw reports away. Behaviourism treated reports as noises, and so had nothing to say about the very thing consciousness science is meant to explain. Dennett treats them as speech acts, with meanings, made sincerely by people trying to say something true. That alone restores experience to the data.

It refuses to treat reports as infallible. Introspective psychology before behaviourism often did, at least for trained observers, and paid the price at Würzburg. Dennett's method builds in the possibility that a sincere report is wrong. That is what makes room for neuroscience to discover something the subject does not know.

And it gives a clear account of the explanandum. What has to be explained is not some private inner glow that only the subject can see. It is the whole pattern of what subjects say, believe and do about their experience. A theory that explains that pattern completely, Dennett argues, has explained everything there is to explain.

I accept the first two achievements without reservation. The third is where the argument of this paper begins. If the explanandum is the pattern of reports, then which reports count, and with what weight, determines what any theory must explain. The method does not leave that open. It settles it, in a particular way, by treating every report of seeming alike.

Authority about seeming

There is one place where the method gives subjects real authority. Dennett allows that subjects are, in a sense, authoritative about how things seem to them. If Sunita says it seemed to her that there was a gap, the heterophenomenologist does not argue. In her heterophenomenological world, there was a gap. What the subject does not have, on Dennett's view, is authority about what is going on inside. If she says the gap was a moment of pure awareness without content, she may be wrong. Neuroscience decides that.

This is the division of labour Joseph has in mind. The subject is the author of the story. The scientist is the one who finds out what the story is a story about. It looks generous to subjects, and in one way it is. It also contains an assumption that does a great deal of work. It assumes that "how things seem" is a single, well-defined category, and that subjects have the same authority over everything in it.

Predict first: Meera tells the group that missing a tone is worse than a false alarm. What happens to Rohan's forced-choice score?

Choose one answer. The explanation appears after you choose. With JavaScript off it is shown below.

Answer: it stays the same. The forced-choice score measures sensitivity, which the payoff does not touch. What moves is his criterion: he now says "tone" on weaker evidence. His earlier report of "nothing" was partly a decision, not a pure readout of experience.

What this is for: testing whether you expected reports and sensitivity to move together. What it is not: evidence about whether weak experiences are "really" there.

That lesson is the first crack in the neutral picture. If Rohan's report is partly a decision, then it is not straightforwardly a description of his heterophenomenological world. His world in the first block contains "nothing"; in the second, "a faint tone". Nothing about his perception changed. What changed was his policy. Treating both reports as equally authoritative about how things seemed to him misdescribes the case.

A real controversy about introspection

The worry that reports are shaped by more than experience is as old as experimental psychology. Its most famous episode nearly ended the use of introspection in the science.

Neither side could produce a measure that settled the dispute. Each laboratory's observers reported what that laboratory's training led them to expect. To many psychologists the stalemate suggested that introspection was not a scientific method at all. Behaviourism, which arrived soon after, drew that conclusion and banned reports of experience from the data for half a century.

The story matters for Meera because it shows two things. Training changes reports. And without an independent measure, there is no way to tell whether training makes reports more accurate or merely more uniform. Dennett's method was, in part, a way to let reports back in without repeating Würzburg. It treats them as data to be explained, not as observations to be believed.

Neutral and graded treatments of a reportOne report goes either to the neutral method, which records it as true in the subject's world, or to graded authority, which tests it.Two treatments of one report (schematic)Report: "a gap"Neutral: true in herworldGraded: run threeprobesExplain the sayingEvidence, weak, ordata only
Figure 3. The same sentence, two routes The left route never asks whether the report measured anything; it explains why it was said. The right route asks, and can end in any of three verdicts. Schematic by the author.

Neutral about what?

Change one feature of the running example. Joseph reads Meera's draft plan and objects to a single line. She has written that Sunita's reports of hearing a tone will count as evidence about her experience. "That is not neutral," he says. "You have decided to believe her. Heterophenomenology does not believe anyone. It records."

Meera's reply is the argument of this part. Heterophenomenology does believe people, about one thing. It grants them authority about how things seem. And that grant is not neutral, because it decides, ahead of any evidence, which reports go into the explanandum and which do not.

Two ways the grant goes wrong

The first way is that subjects can be wrong about how things seem. Eric Schwitzgebel made this case in 2008 in "The unreliability of naive introspection". His examples are deliberately ordinary. Ask people how wide the region of clear vision is when they fix their eyes on a point. Most say it is fairly wide. Careful testing shows it is tiny, a few degrees across, and that colour fades much sooner than people think. These are reports about how things seem, not about the brain. If people are badly wrong about them, then authority about seeming is not something everyone has by default.

Dennett has a reply. He says that, in such cases, people are not wrong about how it seems. They are wrong about how it is. It seems to them that clear vision is wide, and that seeming is a fact of their heterophenomenological world. The error lies only in taking the seeming at face value.

The reply works, but at a cost. It makes "how it seems" mean whatever the subject says. Then the authority granted is the authority of an author over a fiction. That is complete and empty. It is complete, because nothing the subject says about their world could be wrong. It is empty, because the scientist learns nothing about experience from it that is not already in the words.

The second way the grant goes wrong is the reverse. It gives too little. Some reports about how things seem turn out to be accurate and to carry information nothing else carries. The clearest case comes from work led by Francisco Varela, the founder of what he called neurophenomenology.

On a strict reading of heterophenomenology, the participants' categories were descriptions of their heterophenomenological worlds, to be explained by brain science. In practice, they were measurements. They were used to sort the brain data, and they found structure no one else could have found. They earned authority by doing work. That is not a role the neutral method has a name for.

Positions on experience reportsSeven positions placed by how far they doubt reports and how far they let tested reports count as evidence.↑ Willingness to let tested reports countbottom: never · top: readilyTitchener:trainedintrospectionBehaviourismDennettSchwitzgebelVarela and LutzNyāya: the āptaThis papertrustingdoubtfulDoubt about the accuracy of reports →
Figure 4. Doubt and trust are not opposites Varela and Lutz sit upper right: doubtful of naive reports, ready to use tested ones. Dennett sits in the middle. Behaviourism sits low, allowing reports to count as nothing. Interpretive placement by the author.

What the neutral method assumes

Put the two failures together and a pattern appears. Heterophenomenology treats every report of seeming the same way, and treats every report about anything deeper in another, uniform way. Reports of seeming are true in the subject's world. Reports about the mechanism are hypotheses to be checked. There is no grading within each category, and no way for a report to move between them.

Yet the cases so far suggest that what matters is not the category alone. Rohan's report of nothing is a report of seeming, but it is shaped by a criterion. Schwitzgebel's subjects report seeming, and they are wrong. Varela's participants report seeming, and they are right, in a way that shows up in the brain. What distinguishes these cases is not what kind of claim they make. It is whether, for that kind of claim from that kind of reporter, the report tracks something an independent measure can see.

That is the alternative this paper proposes. Call it graded authority. The authority of a report is not granted by its category. It is earned, claim type by claim type and reporter by reporter, by evidence that the report tracks the state it is about. Dennett is right that no report is authoritative by default. He is wrong to make one category authoritative by definition.

Three analogies and their limits

Three analogies help to show what graded authority would be like. Each breaks in an instructive place.

The first is a witness in court. A witness is not believed or disbelieved wholesale. Their testimony about what they saw from the window is weighed by their eyesight, the lighting, their distance and whether their account fits the physical evidence. Their testimony about why the defendant acted carries much less weight. That maps graded authority well. It breaks because a court can visit the scene. The witness and the jury are looking at the same world. With experience, there is no scene to visit. The independent measure is always indirect.

The second is a thermometer. A thermometer is trusted when it has been calibrated against a standard. A new thermometer earns authority by matching the standard across a range of temperatures. That maps the calibration probe in the rubric below. It breaks because there is no standard thermometer for experience. Every independent measure, whether forced choice, brain signal or behaviour, is itself calibrated against reports at some point. The circle can be widened but not escaped.

The third is Dennett's own analogy, the author of a novel. An author has complete authority over what happens in the story. That maps the authority Dennett grants subjects. It breaks in the opposite direction from the others. Authors know they are making things up, and subjects do not. Sunita is not writing fiction. She is trying to describe something, and could fail. An analogy that removes the possibility of failure removes the very thing a science of reports has to measure.

Where the three analogies hold and breakSix correspondences between the witness, thermometer and novelist analogies and graded authority; two hold, two partly hold, two break.AnalogyGraded authorityWitness weighed byeyesight, lightReport weighed bycalibrationholdsCourt can visitthe sceneNo scene ofexperience tovisitbreaksThermometermatched to astandardReport matched toa measureholdsStandard isindependentEvery measure wasbuilt on reportspartlyAuthor rules thenovelSubject rules howit seemspartlyAuthor knows it isfictionSubject is tryingto describebreaks
Figure 5. Each analogy breaks where independence runs out Green links hold, dashed links hold in part, crossed coral links break. The novelist breaks most deeply, because it removes the possibility of being wrong. Interpretive map by the author.

A person who reported for a living

The best long study of how far careful reports can go is a dialogue between a believer and a sceptic.

The book does not settle the dispute, and its authors do not claim that it does. What it shows is that the disagreement can be followed claim by claim. A believer and a sceptic can look at the same moment and ask, of each thing Melanie says, how it could be checked and how it could have been shaped by the questions. That is the habit graded authority asks for. It turns a quarrel about introspection in general into a list of particular claims with particular risks.

Five reports under two methodsA matrix comparing how the neutral method and graded authority treat five reports discussed in the paper.Kind ofclaimNeutralmethodGradedReportRohan: "nothing"SeemingAuthorityCriterionPeripheral visionSeemingAuthorityLowLutz categoriesStructureHypothesisHighMelanie: innerspeech nowSeemingAuthorityTestableMelanie: thinks inimagesGeneralAuthorityUntestedNeutral method: seeming reports carry authority bydefinition, others are hypotheses. Graded:authority by test.
Figure 6. The methods part company exactly where the cases are interesting Read the last two columns. The neutral method gives the same answer to four reports; graded authority gives four different ones. The Lutz row is the reverse case: tested and trusted. Author's scoring by argument.

Grading the report

Change one feature of the running example. Meera stops arguing with Joseph and designs a test. For each kind of claim her participants make, she will ask three questions of the reports, and score the answers. The result is the instrument of this paper.

The claims fall into kinds. Some are about seeming: was there a tone, was it loud or faint. Some are about structure: did the knowing come before or after the tone, was there a gap between them. Some are about cause: why did you notice that tone and not the last one. A fourth kind, about generality, such as "I always notice tones better in the morning", I leave aside, for reasons that will become clear at the failure boundary.

Report Authority Rubric decision treeDecision tree: independent measure, calibration, intervention, contamination, leading to evidence, weak evidence or data only.Is there an independent measure of the state theclaim is about?No: failure boundary. Record as data only.Yes: do reports agree with it, corrected forchance?No: low calibration. Data only.Yes: do reports move when the state ischanged directly?No: tracking something else. Data only.Yes: do they resist suggestion? Scoreauthority and sort.
Figure 7. The first question is whether anything can check the report Start at the top. Reports with nothing to check them leave at once, which is where reports of contentless awareness go. Coral ends are data only. Instrument made for this paper; untested on real cohorts.

The rubric is built so that authority must be earned twice. A report that agrees with a measure but does not move when the state is changed may be tracking something else that happens to correlate. A report that moves with the state but also moves with suggestion is partly a reply to the experimenter. Only a report that tracks, responds and resists counts as evidence.

The minimal case

Start with the smallest case that tests anything: one reporter, one kind of claim, two hundred trials. Sunita reports whether she heard the tone. I wrote a short program that simulates the trials, with an independent measure that matches her actual experience nine times in ten.

The simulation needs an assumption about how often her reports follow her experience. I set it at 0.9 for Sunita on claims about seeming, with low suggestibility. The program does not discover that number; it shows what the rubric does with it. On two hundred trials, calibration came out at 0.772, intervention at 0.901 and contamination at 0.005. Authority was 0.768. Verdict: evidence.

Two hundred trials are few, and calibration is the probe that suffers most from small samples. With twenty thousand trials per probe, the same reporter scored 0.888, 0.904 and 0.017, for authority of 0.873. The minimal case shows the rubric working and shows that it needs enough trials to be trusted.

The realistic case

Now the whole study. Three reporters, three kinds of claim, twenty thousand simulated trials per probe. The assumed access values are where the realism lives, and I set them from the literature as best I can. Novices are fairly good at reporting whether they heard something, poor at structure, and close to useless about causes, as Nisbett and Wilson found. Trained meditators are better on all three, and less suggestible. For Vani, I took the figure from Jack Lindsey's 2025 work at Anthropic, where models detected concepts injected into their own activations about one time in five. I gave Vani high suggestibility, since language models are known to follow cues in prompts.

The program's output was as follows. For Sunita, authority was 0.873 on seeming, 0.716 on structure and 0.264 on cause. For Rohan, it was 0.609 on seeming, 0.290 on structure and 0.053 on cause. For Vani, it was 0.079 on seeming, 0.031 on structure and 0.012 on cause.

Authority by reporter and kind of claimAuthority scores for four reporters on seeming, structure and cause claims from the simulated retreat study.SeemingStructureCauseReporterSunita (trained)0.870.720.26Rohan (novice)0.610.290.05Vani (model)0.080.030.01Demand-only control000Teal: evidence (0.6 or more). Coral: data only(below 0.3). 20,000 simulated trials per probe;access values assumed from the literature.
Figure 8. Authority falls from seeming to cause for every reporter Read across each row: authority drops as claims move toward causes. Read down: training raises it. The gradient comes from the assumed access values; the rubric preserves and combines it. Synthetic: author's simulation, tools/rar48.py.

Read as a plan, those numbers tell Meera what to write. Sunita's reports of seeming and structure are evidence. Her claim that there was a gap between the tone and the knowing counts, provided her structure reports have been calibrated in this way. Rohan's reports of seeming are evidence, barely. His structural claims and everyone's causal claims are data only. Vani's reports are data only across the board.

The striking result is the shape, not any single number. Authority falls as claims move from seeming to cause, for every reporter. That is the graded picture my thesis proposes. Within each kind of claim, it varies by reporter, and training raises it. Heterophenomenology's uniform treatment of each category hides both gradients.

The result is also less impressive than it looks, and I want to say why. The shape is in the assumptions. I set access to fall from seeming to cause, so authority falls too. The program shows that the rubric preserves the gradient and combines the probes sensibly. It does not show that the gradient exists in real people. That is an empirical claim, supported by the studies I drew on and by nothing in my code.

Contamination by reporterBars showing how much reports change with expectations alone: control 90 per cent, Vani 58, Rohan 13, Sunita 1.7.Demand-only control90.1% highestVani, seeming58.1% highRohan, seeming13% moderateSunita, seeming1.7% lowChange in report rate when only the demand cuechanges.
Figure 9. Suggestion moves the model almost as much as the control The control has no access and follows the cue. Vani is close behind. Sunita's reports barely move. Contamination is the probe that most separates the model from the meditator. Synthetic: author's simulation, tools/rar48.py.

Telling more than we can know

The low authority of causal reports is the best-established finding in this area, and it has a famous source.

In 1977, Richard Nisbett and Timothy Wilson published "Telling more than we can know" in Psychological Review. In one demonstration, shoppers were asked to choose the best of four identical pairs of stockings laid out in a row. They tended to favour the pair on the right. Asked why they chose it, they cited its quality: knit, sheerness, elasticity. None mentioned its position, and when asked, they denied that position had anything to do with it.

The finding has been argued over ever since, and later work suggests that careful interviewing can recover more of the process than Nisbett and Wilson allowed. Claire Petitmengin and colleagues reported in 2013 that participants given expert guidance in describing their choice detected a covert switch in 80 per cent of cases. In the original choice-blindness protocol they reproduced, participants missed the switch in about four cases out of five. But the basic point has stood. People explain their choices by plausible reasons, not by access to the causes. That is why the rubric's covert manipulations matter. Only a cause the reporter does not know about can test a report about causes.

The same sentence twiceFour panels: matching reports, intervention, suggestion and the verdict.AThe wordsSunita and Vani bothdescribe a gap beforeknowing.BInterveneEdit Vani's state toadd or remove abreak. Mask Sunita'stone.CSuggestTell each to expect agap. Keep thestimulus fixed.DVerdictWords alike;authority depends onwhat the probes show.Identical reports can rest on different mechanisms;only probes reveal which.
Figure 10. Words cannot tell you where they came from Read A, then B and C. The probes do what reading the sentences cannot. A model that echoes meditation accounts fails B and is moved by C. Illustrative storyboard.

The negative control

A rubric that passed everyone would be useless. The negative control is a reporter whose answers depend only on what the experimenter expects. I added one to the simulation: it has no access to the state at all and maximal suggestibility.

It scored 0.000 on calibration and 0.000 on intervention, with contamination of 0.901, on every kind of claim. Authority was 0. The control matters because its reports, in the expectation condition, can look excellent. When told a tone is likely and a tone is in fact often played, it says "tone" often, and is often right. Only the probes that separate state from suggestion expose it.

A counterexample: the reporter who reads its own behaviour

Here is a case the rubric gets wrong, or at least gets right for the wrong reason. Suppose a reporter has no inner access to the tone at all, but watches its own key presses and infers from them. When it notices that it pressed the key, it says it heard a tone. Its key presses track the tone fairly well, because they are driven by its perceptual system.

I simulated this reporter. Calibration came out at 0.708, intervention at 0.698 and contamination at 0.000. Authority was 0.698. Verdict: evidence. The rubric certifies it.

Is that a mistake? It depends on what authority is for. If authority means that the report is a good guide to the state, the verdict is right. The reporter's reports are a good guide. If authority means that the reporter has introspective access, the verdict is wrong. It is inferring, not introspecting. Nisbett and Wilson suggested that much human self-report works this way.

I accept the verdict and narrow the claim. The rubric measures whether a report is a reliable guide to a state, not the route by which the report was produced. For Meera's purposes, reliability is what matters: she needs to know which reports can be used as measures. For a theory of introspection, the route matters too, and the rubric cannot see it.

Simulator: the Report Authority Rubric

Move the sliders to set how often a reporter's answers follow their experience, and how strongly they are pushed by what the experimenter expects. The page computes exact expected values for the three probes; the author's Python run sampled 20,000 trials per probe, so the third decimal place can differ.

Static result for Sunita on seeming claims, from the author's Python run: calibration 0.888, intervention 0.904, contamination 0.017, authority 0.873. Verdict: evidence. For Vani, with access 0.2 and suggestibility 0.8, authority was 0.079: data only.

Assumptions: a tone on half the trials, experienced eight times in ten when present, an independent measure right nine times in ten. What this is for: seeing how calibration, intervention and suggestion combine. What it is not: a measurement of any real person or model.

Authority as access risesAuthority rises with access; high suggestibility delays the point at which reports become evidence.evidence00.5100.61Access: how often reports follow experience↑ AuthorityLow suggestibility (0.2)High suggestibility (0.8)
Figure 11. Suggestion costs most in the middle At low and full access, suggestibility hardly matters. In between, the dashed coral curve lags the teal one. A suggestible reporter needs access near 0.75 before reports count as evidence. Synthetic: author's simulation, tools/rar48.py.

The sweep in the chart shows how the two inputs trade off. With low suggestibility, authority rose from 0.445 at an access of 0.5 to 0.716 at 0.75. With high suggestibility, the same steps gave 0.308 and 0.612. A suggestible reporter needs noticeably better access before its reports count as evidence. At the extremes, suggestion hardly matters: a reporter with no access scores zero, and one with perfect access scores one, whatever the experimenter says.

Running the rubric on a real model

Vani is invented, but the probes it would face are not. Three lines of recent research supply them. The first is concept injection. Lindsey and colleagues placed a known concept directly into a model's internal activations and asked whether the model noticed anything unusual. This is the intervention probe in its purest form. The state is changed directly, and the report is checked against the change. The models sometimes noticed, and named the injected concept, but far from always.

The second is self-prediction. In 2024, Felix Binder and colleagues reported in "Looking inward" that models trained to predict their own behaviour did so better than other models trained on the same behaviour. That is a form of calibration: the model's reports about itself agree with an independent record of what it does.

The third is unfaithful explanation. In 2023, Miles Turpin and colleagues showed that language models' step-by-step explanations often leave out the real influence on their answers, such as a hint planted in the prompt. That is the contamination probe, and Nisbett and Wilson's stockings in a new medium. The model cites reasons; the planted cue was the cause.

Put together, these findings suggest the same gradient for models as for people. A model's reports of whether something is present in its processing can be calibrated, a little. Its reports of why it answered as it did are often unfaithful. The rubric would give a real model low authority across the board today. It would also say exactly which experiments could raise it.

The failure boundary

The rubric needs an independent measure of the state a claim is about. For tones, there are many. For some of the claims contemplatives care about most, there are none.

Sunita's teacher, asked about the gap, says that in long practice it can widen into a state with no content at all: awareness without any object, sometimes called a pure consciousness event. Reports of such states are central to several contemplative traditions and to RTM. They are also, by their nature, reports of the absence of anything an independent measure could track. There is no tone to mask. A brain signal could correlate with the reports, but it would have been identified by the reports in the first place.

General claims fail for a related reason. "I always notice tones better in the morning" could be checked, but not by any single trial, and the reporter's own memory is the main source of the claim. Where there is no independent measure, the rubric does not lower authority; it cannot assign any. Such reports stay in the dataset as data only, not because they are false, but because nothing can yet test them.

Where reports can be gradedGrid showing reports can be graded where an independent measure is strong and the claim has content to measure.heard the tonethe gapno contentStrength of the independent measure →nonestrong↑ How far the claim is about contentless awarenessbottom: content · top: no contentmechanism helpsmechanism fails
Figure 12. The rubric reaches the tone and the gap, but not the silence after The green region is where authority can be scored. Sunita's gap sits near the edge. Reports of awareness without content lie outside, because nothing measures them. Illustrative surface; boundary drawn by argument.

Witnesses and the trained eye

Change one feature of the running example. Meera shows the rubric to the retreat's teacher, Gopal Rao, who has taught at the centre for thirty years. He reads it slowly and says that it reminds him of an old argument about when to believe what someone tells you. Indian philosophy, he points out, treated testimony as a source of knowledge in its own right, and spent a long time on the question of whose testimony counts.

He is right, and the parallel is closer than it first appears.

[AUTHOR NOTE: how a teacher in your own practice judged a student's report, and on what basis.]

The trustworthy speaker

The Nyāya school, one of the classical schools of Indian philosophy, recognised four means of valid knowledge, called pramāṇa: perception, inference, comparison and testimony. Its founding text, the Nyāyasūtra attributed to Gautama, defines testimony in a single short sūtra, numbered 1.1.7 in the standard arrangement: āptopadeśaḥ śabdaḥ, "testimony is the instruction of a trustworthy person". The word for trustworthy is āpta.

The commentator Vātsyāyana explained what makes a speaker āpta. In the translation at the same source, the trustworthy person is one who has direct and right knowledge of the thing, who wishes to make it known as they know it, and who is capable of saying it. Those three conditions are knowledge, sincerity and competence of expression.

The parallel with the rubric is plain once it is set out. Calibration asks whether the reporter knows: whether their reports track the state. Contamination asks whether the reporter is moved only by the wish to say what they know, or also by the wish to please. And the failure of reports such as Rohan's "nothing" is, in part, a failure of the third condition: the ability to put what one knows into a report without distortion. Nyāya did not treat testimony as authoritative by category. It treated it as authoritative when the speaker met the conditions.

There is a difference, and it matters. Nyāya's āpta testifies about the world, or about scripture. Introspective reports testify about the speaker. Nyāya's tests can check a witness's claims against the world. The rubric must check a reporter's claims against an independent measure of their own state, which is harder.

Self-awareness in Buddhist philosophy

A second Indian debate bears on authority about seeming. The Buddhist logician Dignāga held that every cognition is aware of itself, a doctrine called svasaṃvedana, reflexive awareness. On that view, when one sees blue, the seeing is also, in the same act, aware of itself as seeing. Other schools denied this, and held that a cognition is known only by a later cognition that takes it as an object.

If Dignāga is right, there is a kind of self-knowledge built into every experience, and reports of how things seem could draw on it directly. If his critics are right, every report of experience is a second act, about the first, and can get it wrong like any other judgement. The debate maps onto the dispute between Dennett and his critics with surprising precision. The rubric does not settle it, but it shows what would bear on it. Reflexive awareness predicts high authority for reports of current seeming, from everyone. The rival view predicts authority that varies with skill.

The Pratyabhijñā school, from which RTM takes its terms, sided with self-awareness in a strong form. For Utpaladeva and Abhinavagupta, consciousness is light, prakāśa, and also light that knows itself as light, vimarśa. Every appearance is grasped from within by the awareness in which it appears. On that view, the capacity to report is not a later act laid over experience. It is an expression of a reflexivity present in experience from the start.

That view makes a prediction the rubric can check, and it is a risky one. If reflexivity is present in every experience, then reports of current seeming should be well calibrated for everyone, trained or not, once criterion effects are removed. If training is needed to make them reliable, then reflexivity is at least partly a skill, and the strong view needs qualifying. The simulation cannot tell us which. The breath-counting results, which separated meditators from controls, lean toward skill.

Sunita's report, sorted by kind of claimSunita's six-line report annotated by kind of claim: structure, seeming, and claims about self and recognition."Between the tone and myknowing itthere was a gap.In the gap there wasnothing,not even me.Then the knowing came,and I was there again."Structure:order of toneand knowingSeeming:absence ofcontentSelf: nomeasure existsRecognition:doctrine mayshape it
Figure 13. One report holds four kinds of claim Lavender lines can be calibrated against timing. The sky line is a seeming claim at the edge of measurement. Saffron lines sit at the failure boundary. Sunita is invented. Illustrative specimen.

One report, five readings: Sunita's gap

Choose a lens to see how each view reads the same report. With JavaScript off, all five readings are shown.

Dennett

In Sunita's heterophenomenological world there was a gap. Whether anything in her brain answers to it is a question for neuroscience.

Graded authority

A structure claim. If her timing reports have passed calibration, intervention and contamination probes, the gap is evidence. If not, it is data only.

Nyāya

Testimony counts when the speaker knows, wishes to tell what she knows and can say it. Twenty years of practice bears on the first condition, not the other two.

Dignāga

Every cognition is aware of itself, so the knowing that followed the gap was aware of itself as knowing. Whether the gap was aware of itself is the hard question.

Pratyabhijñā

The gap was a glimpse of awareness without an object, and the return of "I" was recognition. The doctrine predicts the report, which is why it must be tested against doctrine.

What this is for: seeing that the views agree on what was said and disagree on what it shows. What it is not: a ranking of the views.

Lutz and Varela's study and the breath-counting work point to the same conclusion. Training does not merely change reports, as Titchener's critics feared. It can make them more accurate, and that can be shown. The Würzburg stalemate happened because neither laboratory had an independent measure. Where one exists, training can be tested rather than trusted.

When the scan disagrees

The next case is the one I least like, because it is where graded authority could do harm.

What should Lakshmi's clinic do with the scan? Graded authority gives a definite answer. The scan may inform the doctor's judgement in the domain where it was validated, such as distinguishing painful heat from warmth in a research setting. It may not be used to lower the weight of her report of chronic back pain, because it was never calibrated against such reports. If the clinic wants a measure for chronic pain, it must build one, and it must build it on reports like hers. Until then, her report is the best evidence there is, and it should be treated as such.

There is a wider lesson in Lakshmi's case for heterophenomenology itself. The neutral method treats her report as a datum about her heterophenomenological world, and treats the scan as a third-person measure of her brain. It does not say what to do when they conflict. In a laboratory, that silence is harmless, because nothing hangs on the verdict. In a clinic, it is not harmless, because silence leaves the choice to whoever holds the more impressive instrument. A method for consciousness science that will be used in medicine needs a rule for conflicts. Graded authority supplies one: the instrument must earn its authority over reports on the same ground the reports must earn theirs, by calibration in the domain at issue.

The reverse case is just as instructive. In 2006, Adrian Owen and colleagues published a short paper in Science, "Detecting awareness in the vegetative state". A young woman who met the criteria for a vegetative state, after a road accident, was asked in a scanner to imagine playing tennis or walking through her house. Her brain activity matched that of healthy volunteers doing the same tasks. She could not speak or move, but she could, it seemed, follow instructions.

Here the measure is the report. It is a report made in brain activity rather than words, and it was calibrated against healthy volunteers who also reported in words. Graded authority handles both cases the same way. Authority flows along chains of calibration. It runs from reports to the measures built on them, and back to reports from people who cannot speak. It never flows from a measure to a report the measure was never calibrated against.

The chain of calibrationA loop showing that a pain signature inherits its authority from reports and can inform, but not overrule, reports outside its domain.Healthyvolunteersreport painSignaturebuilt ontheir reportsSignatureapplied tonew casesWithindomain: mayinformOutsidedomain: maynot overruleauthority flowsfrom reports tomeasures
Figure 14. A measure built on reports cannot outrank the reports it was built on Follow the loop. The signature earns authority from reports of heat pain. Inside that domain it can inform judgement. The dashed arc marks the point where using it to overrule a chronic-pain report breaks the chain. Illustrative, from thought experiment 5.

Reports and the layers of RTM

This series tests a hypothesis about consciousness, the Recognitive Triadic Model, which I treat as a claim under test and not a doctrine. RTM borrows its vocabulary from the Pratyabhijñā school of Kashmir Śaivism and describes five layers: L1, spanda, responsiveness; L2, prakāśa, manifestation; L3, vimarśa, reflexive grasp; L4, pratyabhijñā, recognition; and L5, cit, consciousness as ground. Two layers bear directly on reports. Vimarśa is the layer at which a state is grasped as what it is, and that grasp is what any report of experience draws on. Pratyabhijñā is the recognition, central to the school, that one's own awareness is consciousness itself.

RTM depends on reports more than most theories, and on reports of an unusual kind. Its evidence for L4 is largely the testimony of practitioners who say that they have recognised something. So the question of this paper is not a side issue for RTM. It is the question of whether its central evidence counts.

Change one feature of the running example. On the last day, Sunita tells Meera something she has not said before. "In the gap," she says, "I recognised that the knowing was what I am. Not that I have it. That I am it."

RTM layers under graded authorityFour links between RTM layers and their status under the rubric: L3 reports can earn authority; L4 reports lack a measure and need a contamination test.RTM layerStatus under the rubricL3 vimarśa:reports of seemingCan earn authorityby calibrationholdsL3: trainingraises calibrationTestable withcurrent methodsholdsL4 pratyabhijñā:recognitionNo independentmeasurebreaksL4: reports followdoctrine?Cross-traditiontest neededpartly
Figure 15. L3 can earn its evidence; L4 must first clear a contamination test The solid links show L3 reports within reach of the rubric. The crossed link shows recognition at the failure boundary. The dashed link is the study RTM owes. Interpretive map by the author.

What the rubric says about L3 and L4

For L3, vimarśa, the news is mixed but hopeful. Reports of seeming and structure are the reports vimarśa would produce. They can earn authority, and training can raise it, as the breath-counting and neurophenomenology work show. If RTM is right that vimarśa is a distinct layer, it should be possible to find reports whose authority depends on it: reports that are better calibrated after training in exactly the kind of attention the tradition describes. That is a testable prediction, and the existing literature is at least consistent with it.

For L4, pratyabhijñā, the news is harder. Recognition reports sit at the failure boundary. There is no independent measure of recognising one's awareness as consciousness, and no way to intervene on it directly. They are also exposed to contamination by doctrine, which is the rival's point. Until a cross-tradition study of the kind just described is run, RTM's L4 reports are data only, by the standard of this paper.

My verdict is that RTM is refined. It must treat its own central evidence the way it would treat anyone else's. L3 can earn authority by calibration. L4 must first survive a contamination test against doctrine, and until it does, it must be stated as a hypothesis about what practitioners say, not about what they find.

What a test of L3 would look like

A study that could put RTM's L3 at risk is not hard to describe. Take novices and long-term meditators. Give them a task like Meera's, with tones masked on some trials and expectations manipulated on others. Measure the authority of their reports of seeming and of structure, using the rubric. Then train the novices for some weeks in a practice that targets reflexive attention, such as the breath count, and a control group in something else, such as a memory task.

RTM predicts that authority for structure reports will rise more in the reflexive-attention group than in the control group. It also predicts that the rise will be in calibration and intervention, not merely in lower suggestibility. A rise that came only from reduced suggestion would show that training made people steadier reporters, not that it gave them better access. That distinction is the one the rubric was built to make.

RTM layers and report authorityFive nested contours for RTM layers with L3 and L4 highlighted; L3 reports can be calibrated and L4 reports need a contamination test.L1L2L3L4L5L3: reports canbe calibratedL4: needs adoctrine testL5: no reportreaches itReports are the evidence for L3 and L4. Only L3 hasa measure today.
Figure 16. Two layers rest on reports, and only one can yet be tested The highlighted contours are the two this paper concerns. Vimarśa is where reports come from. Pratyabhijñā is what some reports claim. The ground lies beyond any report. Conceptual diagram.

The strongest case against this paper

Here is the best objection I can build, in the voice of a careful defender of Dennett.

"The author has not left heterophenomenology. He has carried it out. Every step in his rubric treats reports as data and asks what they correlate with. Calibration against forced choice, brain signals and breath sensors is exactly the third-person science Dennett recommended. The author's graded authority is not a rival to the method. It is what the method yields when you do the work. Dennett never said all reports of seeming were equally reliable. He said that, before the work, we should not assume any of them are.

"His case against neutrality also fails. He says the method grants subjects authority over how things seem, and that this grant is either empty or prejudicial. But the grant is a definition of the explanandum, not a claim about accuracy. It says what is to be explained: the fact that it seems to Sunita there was a gap. That fact is beyond dispute; she said it sincerely. Whether there was a gap is the open question. Nothing prejudicial has happened.

"Finally, look at what his rubric ends up endorsing. The reporter who infers from its own key presses gets high authority. A report produced by reading one's own behaviour is exactly what Dennett said introspection often is. The author's best instrument cannot tell introspection from self-observation, which is Dennett's thesis about introspection."

Where do you stand?

Mark each statement. The tally updates as you go. With JavaScript off, read the weights: each statement pushes toward the positions named in brackets.

Before the work is done, no report should be treated as accurate. (Dennett)
A report about structure can become evidence if it passes calibration. (graded authority)
Nobody can be wrong about how things seem to them right now. (first-person authority)
A report produced by watching one's own behaviour is still a good report if it is reliable. (Dennett and graded)
A brain scan should never overrule a patient's report of current pain. (first-person and graded)

Answer a few statements to see where you sit.

What this is for: locating your intuitions before reading the reply to the strongest case. What it is not: a test of which view is true.

I accept much of this. The rubric is third-person science, and Dennett would endorse most of its steps. I accept that the inferring reporter is a real problem, and I have narrowed my claim because of it. I do not accept the conclusion that nothing has changed. Two things have.

First, the method I propose lets reports move between categories by test. Reports of seeming can lose authority, and reports of structure, which the neutral method treats as hypotheses, can gain it. That changes what goes into the explanandum. If Sunita's structure reports are calibrated, then the gap is not merely a fact about what she said. It is a measured feature of her experience, and theories must explain it. Second, the neutral method gives no guidance about pain. Graded authority does: measures cannot overrule reports outside the domain on which they were calibrated. That is a substantive commitment, and it is not in Dennett.

There is a third difference, and it matters most for RTM. Dennett's method has no place for a practice that changes the reporter. It takes reporters as they come and studies what they say. Graded authority asks how a reporter came to be reliable, and allows that some trainings make people better instruments. That opens a route for contemplative traditions into the science that the neutral method closes. On the neutral method, a meditator's report is one more text to be interpreted. On the graded method, it may be a reading from a calibrated instrument. Whether any meditator's reports earn that status is an empirical question. The point is that the question can now be asked.

What the objection does show is that my disagreement with Dennett is narrower than the title of this paper suggests. We agree on the data, on the need for independent measures, and on the fallibility of sincere reports. We disagree on whether the explanandum should be fixed before the measurement or partly by it. I think that disagreement is real. I also think it is the kind that experiments can settle, which is the best thing one can say about a philosophical dispute.

What would change my mind

I would give up the central claim, that report authority should be graded by claim type and reporter and earned by test, under any of the following.

First, evidence that report authority does not vary by claim type in real people. If careful studies found that reports about causes were as well calibrated as reports about seeming, once the probes were run properly, the gradient I propose would be an artefact of my assumptions. This bears on RTM's L3, which predicts the gradient.

Second, evidence that training does not raise calibration but only uniformity, as Titchener's critics feared. If trained meditators' reports agreed more with each other but no better with independent measures, then the Würzburg worry would return in full and graded authority would reward conformity.

Third, a cross-tradition study in which reports of recognition separated cleanly by doctrine. That would leave RTM's L4 evidence as data only, perhaps permanently, and I would say so.

Fourth, a demonstration that the inferring reporter is the normal case. If human reports of seeming turn out, in general, to be inferred from behaviour, then the rubric's verdicts remain useful for measurement but say nothing about introspection. My thesis would be true but much smaller.

Each RTM layer is exposed differently. L1, spanda, is barely touched: nothing in this paper's evidence bears on whether experience has a pulsing, dynamic ground, and I would not change my view of L1 on any result described here. L2, prakāśa, is touched only indirectly. If reports of bare presence could never be calibrated, that would leave L2 without any first-person support, though it would not refute it. L3, vimarśa, is directly exposed by the gradient and by the training study I described. L4, pratyabhijñā, is exposed by the cross-tradition test. L5, cit, lies beyond anything a report rubric could reach, and I say so without embarrassment. A method that claimed to grade reports of the ground of all experience would be claiming too much.

Finally, I would change my mind about the practical proposal for pain if graded authority produced worse outcomes for patients. If clinics that weighted reports by tested reliability ended up dismissing more real pain, the rubric would have failed in the place where it most needed to succeed. A test of a philosophy of reports should include the people whose reports are at stake.

Two dated predictions put the argument at risk.

Map of what I do not knowFive open questions placed by answerability and importance.↑ How much it matters for the thesisbottom: minor · top: decisiveDoes the gradienthold in people?Model accessbeyond injectionMeasure forcontentlessawarenessDoes doctrineshaperecognition?My thresholds andmy sympathieshardesteasiestHow answerable with current methods →
Figure 17. The most decisive gap is also one of the easiest to close Upper right: whether authority really falls from seeming to cause, which existing designs can test. Upper left: a measure for awareness without content, which nobody knows how to build. Author's judgement, not measured.

Claim Ledger

Every major claim in this paper, its confidence level, its evidence type, its main support and what would defeat it.

Claim Ledger. Levels: established, likely, speculative.
IDClaimLevelEvidence typeMain supportWhat would defeat itSection
C1Heterophenomenology treats sincere reports as data about how things seem, leaving open whether they are accurate.establishedTextual readingDennett 1991; Dennett 2003; Dennett 2007Textual evidence that Dennett grants reports authority about mechanismPart 1
C2Reports of absence reflect a response criterion as well as experience.establishedPsychophysicsSignal detection theory; thought experiment 1Evidence that criterion shifts leave reports of seeming unchangedPart 1
C3Granting authority over seeming by definition is either empty or prejudges which reports enter the explanandum.likelyPhilosophical argumentSchwitzgebel 2008; Lutz et al. 2002A non-trivial reading of authority over seeming that needs no testPart 2
C4Report authority varies by claim type, highest for current seeming and lowest for causes of one's own behaviour.likelyPublished evidence and synthetic modelNisbett and Wilson 1977; Petitmengin et al. 2013; Report Authority RubricCareful studies finding causal reports as well calibrated as seeming reportsPart 3
C5The Report Authority Rubric separates evidence from data only and rejects a demand-only control.likelySynthetic modelAuthor's simulation, negative controlReal datasets where the rubric's verdicts disagree with independent evidence of accuracyPart 3
C6Contemplative training can raise the calibration of some reports, and contemplative practices supply checkable tasks.likelyPublished evidenceLutz et al. 2002; Levinson et al. 2014Evidence that training raises agreement between reporters but not with independent measuresPart 4
C7A measure built on reports cannot overrule reports outside the domain on which it was calibrated.likelyPhilosophical argumentWager et al. 2013; Owen et al. 2006; Hoffman et al. 2016A measure of experience validated without any reliance on reportsPart 5
C8RTM's evidence for recognition must pass a cross-tradition contamination test before it counts as evidence.speculativePhilosophical argumentThought experiment 6A principled reason why doctrine cannot shape recognition reportsPart 6
C9Analysis plans should sort reports into evidence, weak evidence and data only by test, before data collection.likelyDecision ruleWorked cases; failure boundaryEvidence that pre-sorting reports biases results more than it protects themConclusion
Confidence chart for the Claim LedgerNine claims with bars showing confidence from speculative to established.speculativelikelyestablishedC1. Heterophenomenology treats reports as dataC2. Reports of absence reflect a criterionC3. Authority by definition is empty orprejudicialC4. Authority falls from seeming to causeC5. The rubric rejects a demand-only controlC6. Training can raise calibrationC7. Measures cannot overrule outside their domainC8. RTM recognition needs a doctrine testC9. Sort reports by test before collecting data
Figure 18. Confidence is highest about what reports are and lowest about recognition The well-supported claims concern the method and psychophysics. The weakest concerns RTM's own evidence. Bar length is the author's confidence. Author's judgement.

Glossary

Heterophenomenology
Dennett's method of studying consciousness from the outside, treating sincere reports as data about how things seem to the subject.
Heterophenomenological world
The picture of how things seem to a subject, built by interpreting their reports, with its accuracy left open.
Signal detection theory
A framework that separates how well someone can detect a signal, sensitivity, from how much evidence they require before saying yes, criterion.
Neurophenomenology
Varela's programme of pairing disciplined first-person reports with brain measurement, each guiding the other.
Descriptive Experience Sampling
Hurlburt's method of sampling random moments of experience with a beeper and interviewing about each.
Calibration
In the rubric, chance-corrected agreement between reports and an independent measure, divided by the agreement the measure allows.
Contamination
In the rubric, the change in reports when only expectations change and the stimulus stays fixed.
Pramāṇa pramāṇa प्रमाण
A means of valid knowledge; Nyāya recognised perception, inference, comparison and testimony.
Śabda śabda शब्द
Word or testimony, as a means of knowledge.
Āpta āpta आप्त
A trustworthy person, whose testimony counts as knowledge; in Vātsyāyana, one who knows, wishes to tell and is able to.
Svasaṃvedana svasaṃvedana स्वसंवेदन
Reflexive self-awareness; Dignāga's thesis that every cognition is aware of itself.
Ānāpānasati ānāpānasati आनापानसति
Pāli: mindfulness of breathing, in which counting breaths is a common beginning.
Vimarśa vimarśa विमर्श
Reflexive grasp; in RTM, L3, the layer from which reports of experience draw.
Pratyabhijñā pratyabhijñā प्रत्यभिज्ञा
Recognition; in RTM, L4, the recognition of one's awareness as consciousness itself.
Prakāśa prakāśa प्रकाश
Manifestation; in RTM, L2.
Cit cit चित्
Consciousness; in RTM, L5, the ground.

Meera writes three columns

Meera's analysis plan, sent to the ethics committee a week before the next cohort, does not have one rule for reports. It has a table with three columns.

The first column lists reports that will count as evidence about experience. It includes reports of hearing the tone, from every participant whose calibration, intervention and contamination scores meet the threshold in a practice block. It includes Sunita's reports of order and gap, because her structure reports passed the same test. The second column lists reports to be used only with a measure beside them. The third, the longest, lists reports that will be recorded as data only. It includes every report about why a tone was noticed, every general claim about one's own habits, and every report from Vani. Reports of the gap widening into awareness without content are in the third column too. The plan says why: not because they are false, but because no measure yet exists to test them.

She adds one more line, prompted by the pain case. No measure built on reports may be used to override a participant's report outside the domain on which it was calibrated.

That is the decision this paper changes. Do not ask whether reports are authoritative. Ask, for each kind of claim and each reporter, whether reports track an independent measure, move when the state is changed and resist suggestion, and weight them by the answer. Dennett was right to make reports data. He was wrong to think that leaving them in two uniform piles was neutral.

One-page summary mapSix cards summarising claim, mechanism, test, boundary, RTM consequence and decision.1ClaimReports are data;their authority mustbe earned, claim byclaim.2MechanismCalibration,intervention andcontamination gradeeach report.3TestMask the stimulus.Change onlyexpectations. Scoreagreement.4BoundaryNo measure, no grade.Reliability is notroute.5RTML3 can earnauthority. L4 owes across-tradition test.6DecisionSort reports beforethe data; never let ameasure overruleoutside its domain.Mind Frontier · grade the report · print and pin up
Figure 19. The paper on one page Six cards, one per step of the argument. Pin it beside the analysis plan. Summary of this paper.

I expected, when I began, to defend first-person authority against Dennett. I ended by thinking that his method, done properly, is most of the way to what I want, and that the remaining distance is the distance between a category and a test. The unexpected finding was how much contemplative traditions had already built in the way of tests. The breath count is a calibration probe that the tradition built long before there were laboratories. What they did not build, and what RTM now owes, is a contamination test for recognition itself.

Sources

Links open the original record where one exists. Items marked to verify could not be checked against the full text during writing.

Heterophenomenology and its critics

  1. Dennett, D. C. (1991). Consciousness Explained. Little, Brown.
  2. Dennett, D. C. (2003). Who's on first? Heterophenomenology explained. Journal of Consciousness Studies, 10(9–10), 19–30. Ingenta record
  3. Dennett, D. C. (2007). Heterophenomenology reconsidered. Phenomenology and the Cognitive Sciences, 6(1–2), 247–270. DOI
  4. Schwitzgebel, E. (2008). The unreliability of naive introspection. The Philosophical Review, 117(2), 245–273. DOI
  5. Hurlburt, R. T., and Schwitzgebel, E. (2007). Describing Inner Experience? Proponent Meets Skeptic. MIT Press. Book website
  6. Thomas, N. J. T. Mental imagery, section on the imageless thought controversy. Stanford Encyclopedia of Philosophy, Fall 2006 edition. SEP archive

Reports, introspection and measurement

  1. Nisbett, R. E., and Wilson, T. D. (1977). Telling more than we can know: verbal reports on mental processes. Psychological Review, 84(3), 231–259. DOI
  2. Petitmengin, C., Remillieux, A., Cahour, B., and Carter-Thomas, S. (2013). A gap in Nisbett and Wilson's findings? A first-person access to our cognitive processes. Consciousness and Cognition, 22(2), 654–669. DOI
  3. Varela, F. J. (1996). Neurophenomenology: a methodological remedy for the hard problem. Journal of Consciousness Studies, 3(4), 330–349.
  4. Lutz, A., Lachaux, J.-P., Martinerie, J., and Varela, F. J. (2002). Guiding the study of brain dynamics by using first-person data. PNAS, 99(3), 1586–1591. DOI
  5. Levinson, D. B., Stoll, E. L., Kindy, S. D., Merry, H. L., and Davidson, R. J. (2014). A mind you can count on: validating breath counting as a behavioral measure of mindfulness. Frontiers in Psychology, 5, 1202. PMC
  6. Lindsey, J. et al. (2025). Emergent introspective awareness in large language models. Transformer Circuits Thread, Anthropic. Article

Pain, awareness and clinical cases

  1. Wager, T. D., Atlas, L. Y., Lindquist, M. A., Roy, M., Woo, C.-W., and Kross, E. (2013). An fMRI-based neurologic signature of physical pain. New England Journal of Medicine, 368(15), 1388–1397. DOI
  2. Hoffman, K. M., Trawalter, S., Axt, J. R., and Oliver, M. N. (2016). Racial bias in pain assessment and treatment recommendations, and false beliefs about biological differences between blacks and whites. PNAS, 113(16), 4296–4301. DOI
  3. Owen, A. M., Coleman, M. R., Boly, M., Davis, M. H., Laureys, S., and Pickard, J. D. (2006). Detecting awareness in the vegetative state. Science, 313(5792), 1402. DOI

Indian sources

  1. Gautama. Nyāyasūtra 1.1.7, āptopadeśaḥ śabdaḥ, with Vātsyāyana's Bhāṣya. Text and translation at Wisdom Library; translation to verify against a printed edition.
  2. Dignāga on svasaṃvedana. Background in Stanford Encyclopedia of Philosophy, Mind in Indian Buddhist Philosophy.
  3. Ānāpānasati (mindfulness of breathing). The breath-counting instruction is described in general terms; specific canonical and commentarial references to verify.

Cite this work

APA

Mahapatra, R. R. Grade the report: testing Dennett's heterophenomenology against trained meditators and a talking model. Mind Frontier. DOI to be assigned. https://rajeshrmahapatra.com/papers/mind-frontier/u1029-grade-the-report.html

BibTeX

@article{mahapatra-mf48,
  author = {Mahapatra, Rajesh Ranjan},
  title = {Grade the report: testing Dennett's heterophenomenology against trained meditators and a talking model},
  journal = {Mind Frontier},
  doi = {DOI to be assigned},
  url = {https://rajeshrmahapatra.com/papers/mind-frontier/u1029-grade-the-report.html}
}

Mind Frontier is an independent research programme by Rajesh Ranjan Mahapatra. Figures are illustrative unless marked otherwise. All papers in the series.