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Why Vague Hits Look Better in Hindsight
Broad terms like water, metal, or movement could seem meaningful later while giving analysts little guidance beforehand.
On this page
- How broad language creates false usefulness
- Why hindsight makes partial matches persuasive
- What discriminating details would have required
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Introduction
One of the most persistent criticisms of remote viewing is not simply that some reported impressions are inaccurate, but that many are so broad they become convincing only after the target is already known. Descriptions such as “water”, “metal”, “movement”, “a tall structure” or “an industrial feeling” can appear striking when matched retrospectively to a completed mission or revealed target. Before the target is identified, however, those same descriptions usually offer little practical guidance about where to search, what to investigate or what decision to make. This difference between retrospective recognition and prospective usefulness lies at the heart of the operational critique of remote viewing. The question is not whether a report contains words that can later be linked to reality, but whether it provides sufficiently specific, discriminating information to support decisions before the outcome is known.[National Security Archive]nsarchive2.gwu.eduEvaluation of.Read moreNational Security ArchiveAn Evaluation of Remote Viewing: Research and…March 13, 2015 — by MD Mumford · 1995 · Cited by 76 — The secon…
How broad language creates false usefulness
Broad descriptions naturally apply to an enormous range of real-world targets. Intelligence targets, military installations, ships, factories, cities and natural landscapes commonly contain water, roads, buildings, metal objects, vegetation and human activity. Because these features are widespread, even a modest collection of vague impressions is likely to overlap with many possible locations.
This creates a problem of discrimination rather than simple accuracy. Useful intelligence must narrow possibilities. A statement that merely describes characteristics shared by thousands of locations does little to distinguish one target from another.
The 1995 American Institutes for Research (AIR) evaluation repeatedly identified this limitation. End users reported that remote-viewing reports often captured broad background characteristics while failing to provide the concrete, specific details required for operational work. The evaluators concluded that the reports were vague, inconsistent and heavily dependent upon subjective interpretation rather than providing information that could directly guide intelligence activities.[National Security Archive]nsarchive2.gwu.eduEvaluation of.Read moreNational Security ArchiveAn Evaluation of Remote Viewing: Research and…March 13, 2015 — by MD Mumford · 1995 · Cited by 76 — The secon…
In practical terms, descriptions such as:
- “near water”
- “metal structures”
- “people working”
- “movement”
- “large building”
- “mountainous terrain”
are difficult to evaluate before the target is known because they fit a vast number of potential locations simultaneously.
Why hindsight makes partial matches persuasive
Once the correct target is revealed, the evaluation process changes dramatically. Instead of asking whether the report identified the target uniquely, readers begin searching for correspondences between the description and known facts.
This shift introduces hindsight bias: knowledge of the correct answer influences perception of how well earlier information predicted it. Statements that previously seemed ambiguous suddenly appear meaningful because readers now know what they are trying to match.
Psychologists have long documented this tendency in many domains. Once an outcome is known, people consistently overestimate how predictable it was beforehand. The same cognitive process can make remote-viewing transcripts appear more impressive after target disclosure than they were during blind evaluation.[PubMed]pubmed.ncbi.nlm.nih.govRemote viewingby C Scott · 1988 · Cited by 3 — Remote viewing is the supposed faculty which enables a percipient, sited in a closed…
The AIR review highlighted this operational difficulty from an intelligence perspective. Analysts receiving remote-viewing reports could not know in advance which elements, if any, were correct. Reports frequently contained numerous impressions, only an unknown subset of which might correspond to reality. This made it difficult for users to separate potentially valid information from irrelevant or erroneous material.[National Security Archive]nsarchive2.gwu.eduEvaluation of.Read moreNational Security ArchiveAn Evaluation of Remote Viewing: Research and…March 13, 2015 — by MD Mumford · 1995 · Cited by 76 — The secon…
Partial matches accumulate more easily than complete ones
Another reason hindsight can exaggerate apparent success is the sheer number of opportunities for matching.
A remote-viewing session may contain dozens of observations:[cia.gov]cia.govof paranormal phenomena; the laboratory experiments.Read more…
- colours
- shapes
- emotions
- materials
- directions
- environmental impressions
- architectural features
- activities
If even a small fraction resemble aspects of the eventual target, those successful elements naturally attract attention while the incorrect or non-matching statements receive less emphasis.
The result is an uneven comparison. Instead of asking whether the report uniquely identified the target, attention shifts towards highlighting isolated similarities.
The AIR evaluation noted that reports often included large amounts of irrelevant information alongside occasional broadly accurate impressions. Because users could not determine beforehand which statements deserved confidence, the reports were difficult to use operationally despite sometimes containing elements judged plausible in retrospect.[National Security Archive]nsarchive2.gwu.eduEvaluation of.Read moreNational Security ArchiveAn Evaluation of Remote Viewing: Research and…March 13, 2015 — by MD Mumford · 1995 · Cited by 76 — The secon…
Why intelligence work demands discriminating details
Operational intelligence rewards information that reduces uncertainty.
Consider the difference between two hypothetical reports:
Broad report
- There is water nearby.
- Large structures are present.
- There is considerable movement.
Discriminating report
- The target is approximately five kilometres east of a river junction.
- Two identical cylindrical tanks stand beside a rectangular white warehouse.
- Rail lines enter from the north-west.
- Construction activity began within the previous week.
Only the second type of report meaningfully narrows search space and allows independent verification before investigators already know the answer.
This distinction explains why the AIR review focused on operational utility rather than isolated “hits.” Reviewers found that remote-viewing reports generally failed to provide the concrete specificity required for actionable intelligence, even assuming that some broad impressions appeared accurate. They concluded that no reported case demonstrated remote viewing serving as the basis for operational intelligence decisions.[National Security Archive]nsarchive2.gwu.eduEvaluation of.Read moreNational Security ArchiveAn Evaluation of Remote Viewing: Research and…March 13, 2015 — by MD Mumford · 1995 · Cited by 76 — The secon…
The role of subjective interpretation
A further complication is that many remote-viewing reports require interpretation before they become meaningful.
For example:
- “cold” might later become an Arctic location, refrigerated storage or an emotional atmosphere.
- “energy” might be interpreted as electricity, military activity, industrial machinery or simply human movement.
- “vertical object” might become a tower, tree, missile, chimney or crane.
Such flexibility increases the chance of finding plausible matches after target disclosure while reducing the report’s usefulness beforehand.
The AIR evaluation specifically identified this reliance on subjective interpretation as one of the principal obstacles to operational use. Intelligence users needed reports that could be understood consistently by different analysts rather than requiring extensive interpretation or contextual knowledge.[National Security Archive]nsarchive2.gwu.eduEvaluation of.Read moreNational Security ArchiveAn Evaluation of Remote Viewing: Research and…March 13, 2015 — by MD Mumford · 1995 · Cited by 76 — The secon…
Why this became a central operational criticism
The after-the-fact matching problem is distinct from the broader debate over whether laboratory remote-viewing experiments produce statistical anomalies. Even if some experimental scoring methods suggest above-chance performance under controlled conditions, intelligence organisations require something more demanding: information that is specific, reliable and actionable before verification becomes available.
The 1995 operational review concluded that this standard was not met. Reports tended to contain general descriptions rather than uniquely identifying details, varied substantially between viewers, included considerable irrelevant material and had never served as the basis for guiding intelligence operations. From an operational perspective, the principal failure was therefore not simply occasional inaccuracy but insufficient specificity. Reports that seem persuasive in hindsight did not consistently provide the discriminating detail necessary to direct real-world decisions under conditions of uncertainty.[National Security Archive]nsarchive2.gwu.eduEvaluation of.Read moreNational Security ArchiveAn Evaluation of Remote Viewing: Research and…March 13, 2015 — by MD Mumford · 1995 · Cited by 76 — The secon…
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Endnotes
1.
Source: nsarchive2.gwu.edu
Title: Evaluation of.Read more
Link:https://nsarchive2.gwu.edu/NSAEBB/NSAEBB438/docs/doc_57.pdf
Source snippet
National Security ArchiveAn Evaluation of Remote Viewing: Research and...March 13, 2015 — by MD Mumford · 1995 · Cited by 76 — The secon...
Published: March 13, 2015
2.
Source: pubmed.ncbi.nlm.nih.gov
Link:https://pubmed.ncbi.nlm.nih.gov/3360082/
Source snippet
Remote viewingby C Scott · 1988 · Cited by 3 — Remote viewing is the supposed faculty which enables a percipient, sited in a closed...
3.
Source: cia.gov
Link:https://www.cia.gov/readingroom/docs/CIA-RDP96-00791R000200180006-4.pdf
Source snippet
of paranormal phenomena; the laboratory experiments.Read more...
4.
Source: ics.uci.edu
Link:https://www.ics.uci.edu/~jutts/may.pdf
Source snippet
review of the departmentby C EDwIN · 1996 — The CIA-sponsored AIR investigation concluded that a statistically significant laboratory eff...
Additional References
5.
Source: cia.gov
Link:https://www.cia.gov/readingroom/docs/CIA-RDP96-00791R000200180005-5.pdf
Source snippet
AN EVALUATION OF THE REMOTE VIEWING PROGRAMTypically, the remote viewers described the results of their experiences in written reports, w...
6.
Source: cia.gov
Link:https://www.cia.gov/readingroom/docs/CIA-RDP96-00791R000100440001-9.pdf
Source snippet
SRI conducted by Puthoff, Targ, and their several associates. The individual. The reader...Read more...
7.
Source: researchgate.net
Title: 374881423 Remote Viewing A 1974 2022 Systematic Review and [Meta Analysis]({{ ‘meta-analysis/’ | relative_url }})
Link:https://www.researchgate.net/publication/374881423_Remote_Viewing_A_1974-2022_Systematic_Review_and_Meta-Analysis
Source snippet
(PDF) Remote Viewing: A 1974-2022 Systematic Review...26 Oct 2023 — This is the first meta-analysis of all studies related to remote-vie...
8.
Source: reddit.com
Link:https://www.reddit.com/r/remoteviewing/comments/1501do7/the_complete_skeptics_guide_to_remote_viewing_how/
Source snippet
nd what the field needs to address in order to be legitimized.Read more...
9.
Source: youtube.com
Title: Remote Viewing Explained: How the Mind Sees Without Eyes
Link:https://www.youtube.com/watch?v=whpZzUwrUNU
Source snippet
Inside Operation Stargate: The CIA's Psychic Spy Experiment provides essential context regarding the historical evaluation and declassifi...
10.
Source: researchgate.net
Link:https://www.researchgate.net/publication/395394421_Remote_Viewing_Historical_aspects_scientific_experiments_and_further_implications
Source snippet
Remote Viewing: Historical aspects, scientific experiments...10 Sept 2025 — This preprint presents remote viewing as a valuable and int...
11.
Source: youtube.com
Title: Inside Operation Stargate: The CIA’s Psychic Spy Experiment
Link:https://www.youtube.com/watch?v=oasTnsLw_n8
Source snippet
Joe McMoneagle - CIA's Project Stargate | SRS #95...
12.
Source: youtube.com
Title: Joe Mc Moneagle
Link:https://www.youtube.com/watch?v=XRTon6qgVws
Source snippet
The History of Remote Viewing with Paul H. Smith...
13.
Source: youtube.com
Title: Inside The Military’s Secret Psychic Unit
Link:https://www.youtube.com/watch?v=9nY3hu76SyU
Source snippet
Remote Viewing Explained: How the Mind Sees Without Eyes...
14.
Source: youtube.com
Title: The History of Remote Viewing with Paul H. Smith
Link:https://www.youtube.com/watch?v=_bMDdBwjfY8
Source snippet
Inside The Military's Secret Psychic Unit...
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