Tag Archives: science

Experimental Research in Telepathy, Psychokinesis, and Skin Vision, what is it:

Experimental research into telepathy, psychokinesis (PK), and “skin vision” sits within the broader field of Parapsychology, a controversial area that tries to test whether mind-to-mind or mind-over-matter effects exist under controlled conditions. Here’s a grounded overview of this phenomena research.

1. Telepathy Research
Telepathy: direct mind-to-mind information transfer without sensory channels.

Key Experimental Approaches
Ganzfeld Experiments
Participants are placed in sensory-reduced environments (soft lighting, white noise).

A “sender” views an image/video; a “receiver” reports impressions.

Later, the receiver chooses which target matches their experience.

Findings:

Some meta-analyses report small but above-chance “hit rates.”

Critics argue methodological flaws, publication bias, and replication issues.

Dream Telepathy Studies
Conducted at the Maimonides Medical Center in the 1960s.

Sleeping participants attempted to “receive” target images.

Led by Montague Ullman.

Results:

Some striking anecdotal matches.

But inconsistent replication limits acceptance.

2. Psychokinesis (PK) Research
Psychokinesis: influencing physical systems with the mind.

Experimental Models
Random Number Generator (RNG) Studies
Participants attempt to mentally bias random systems.

Conducted extensively at the Princeton Engineering Anomalies Research Lab.

Directed by Robert G. Jahn.

Findings:

Very small statistical deviations reported.

Effects are subtle and difficult to replicate reliably.

Micro-PK Experiments
Focus on tiny systems (electronic noise, quantum-level randomness).

Suggest that if PK exists, it operates at extremely small scales.

Macro-PK Claims
Includes dramatic effects (bending metal, moving objects).

Popularized by Uri Geller.

Scientific status:

Generally attributed to illusion, fraud, or lack of controls.

3. Skin Vision (Dermal Perception)
Skin vision: perceiving visual information through the skin (often fingertips).

Soviet-Era Experiments
Studied in the USSR during the Cold War.

Subjects claimed to read colors or text blindfolded.

Associated with Rosa Kuleshova.

Experimental setup:

Eyes fully covered.

Objects placed under hands.

Findings:

Some positive results reported.

Later critiques suggested:

Light leakage

Subtle sensory cues

Inadequate controls

Methodological Challenges Across All Three

  1. Replication Problem
    Results are often not consistently reproducible, a core requirement of science.
  2. Small Effect Sizes
    When effects appear, they are usually very weak statistically.
  3. Experimenter Effects
    Researcher expectations may influence outcomes (consciously or unconsciously).
  4. Sensory Leakage
    Tiny, unnoticed cues can explain “psi” results.
  5. Publication Bias
    Positive findings are more likely to be published than null results.

That said, research continues at the margins, often reframed in terms of:

Consciousness studies

Anomalous cognition

Mind–matter interaction

A Nuanced Take
It’s worth separating three layers:

Phenomenological reality
People do report meaningful telepathic or PK-like experiences

Experimental signal
Weak, inconsistent statistical anomalies sometimes appear

Established mechanism
Still absent in accepted science

Shervan K Shahhian

Ganzfeld Telepathy Studies, what were they:

Ganzfeld Telepathy Studies might be among the well-known experimental approaches in modern Parapsychology, designed to test whether telepathy (mind-to-mind information transfer) can occur under controlled conditions.

What is the Ganzfeld Method?

The term Ganzfeld (German for “whole field”) refers to a state of sensory homogenization, reducing structured sensory input to make subtle mental signals more noticeable.

Typical Setup:

  • Receiver (percipient) sits in a relaxed state:
    • Eyes covered with halved ping-pong balls
    • Red light illumination
    • White noise or static in headphones
  • Sender (agent) is in a separate room:
    • Focuses on a randomly chosen image or video clip
  • After ~20–40 minutes:
    • The receiver reports impressions, images, emotions
    • Then selects the target from several options (usually 4 choices)

If telepathy exists, the receiver should choose the correct target more often than chance (25%).

Key Findings

Early Results (1970s–1980s)

  • Researchers like Charles Honorton reported above-chance hit rates (~30–35%)
  • Suggested weak but consistent telepathic effects

Autoganzfeld Experiments (1980s–1990s)

  • Improved automation to remove human bias
  • Conducted at institutions like Princeton Engineering Anomalies Research Lab
  • Results:
    • Hit rates around 32%
    • Statistically significant but small effect

Meta-Analyses

  • Daryl Bem and Charles Honorton (1994):
    • Concluded results support a real but weak psi effect
  • Later analyses found:
    • Small but persistent deviation from chance across many studies

Criticisms & Skeptical Views

Mainstream psychology remains skeptical, citing:

1. Methodological Issues

  • Sensory leakage (unintentional cues)
  • Inadequate randomization in early studies

2. Replication Problems

  • Some labs fail to reproduce results consistently

3. Statistical Concerns

  • File-drawer effect (unpublished negative studies)
  • Small effect sizes

Skeptics like Ray Hyman argued that:

  • The results are not robust enough to confirm telepathy

Parapsychological Interpretations

Within parapsychology, Ganzfeld results are often explained using models you’re already exploring:

1. Psi-Mediated Information Transfer

  • Direct telepathy between sender and receiver

2. Super-Psi Hypothesis

  • Receiver unconsciously accesses information via psi (not necessarily from sender)

3. Altered States Facilitation

  • Ganzfeld state may:
    • Reduce mental noise
    • Increase internal imagery
    • Enhance psi sensitivity

Psychological Interpretation

From a conventional standpoint:

  • The Ganzfeld state resembles:
    • Mild sensory deprivation
    • Hypnagogic imagery (dream-like states)
  • Hits may result from:
    • Pattern matching
    • Expectation bias
    • Subconscious inference

Bottom Line

  • Ganzfeld studies are one of the strongest experimental cases in parapsychology
  • Evidence suggests:
    • A small statistical anomaly
    • But not widely accepted as proof of telepathy
  • Interpretation depends heavily on theoretical framework:
    • Psi vs psychological processes
    • Shervan K Shahhian

The 4th model that Modern Parapsychologists are Discussing; the “Super-Psi or Living Agent Psi model”:

Modern researchers in Parapsychology discuss a fourth explanatory model for anomalous experiences that might be called the “Super-Psi” or “Living Agent Psi (LAP)” model. This model tries to explain phenomena that appear paranormal or spirit-related without requiring discarnate spirits or external entities.

The Super-Psi / Living Agent Psi Model

Basic idea:
All the information or effects involved in an anomalous experience might come from the psychic abilities of living people, usually unconsciously.

These abilities may include:

  • Telepathy: mind-to-mind information transfer
  • Clairvoyance: acquiring information about distant or hidden events
  • Precognition: knowledge of future events
  • Psychokinesis: mental influence on physical systems

The “super” part of the theory means these abilities that could possibly operate at extremely complex and powerful levels, combining all of the above simultaneously.

Why It Was Proposed

Researchers noticed that some paranormal cases seemed to involve:

  • Accurate information about deceased people
  • Objects moving: or disturbances (poltergeist cases)
  • Visions or voices: that seem external
  • Mediumistic information

Instead of assuming spirits, the Super-Psi model suggests:

The living person’s unconscious psi might gather information from anywhere in space and time and constructs the experience.

Example

A grief apparition:
Someone sees and hears a deceased relative.

Interpretations maybe different models:

  1. Psychological model: grief hallucination
  2. Survival model: the spirit of the deceased actually appeared
  3. Psi model: telepathic/clairvoyant perception
  4. Super-Psi model: the experiencer’s unconscious psi accessed information about the deceased and created the full perception

Where It Is Used

The model may often be discussed in research areas such as:

  • Apparitions
  • Mediumship
  • Poltergeist cases
  • Near-death and after-death communication reports

Some influential parapsychologists who debated these ideas include:

  • J. B. Rhine
  • Ian Stevenson
  • Stephen E. Braude

Strengths of the Model

Parapsychologists might consider it attractive because it:

  • Explains paranormal information without requiring spirits
  • Uses known psi processes studied in labs
  • May theoretically explain very complex cases

Main Criticism

Critics argue the model becomes too powerful and unfalsifiable.

For example:

If unconscious psi can access the mind, at any place, at any time, then paranormal events could be explained by Super-Psi, making it difficult to test scientifically.

Important Debate in Parapsychology

Today the biggest debate in Parapsychology is between:

  • Super-Psi / Living Agent Psi theory
  • Survival of consciousness after death

Both attempt to explain the same phenomena but propose could be different realities.

Shervan K Shahhian

The 3 Main Models Parapsychologists might use to explain Anomalous Experiences:

In Parapsychology, researchers may often use three main explanatory models to understand anomalous experiences (apparitions, telepathy, precognition, near-death visions, or contact experiences). These models may not necessarily compete; some researchers treat them as different explanatory levels.

1. The Psi (Survival / Extrasensory) Model

This could be the traditional parapsychological model.

Core idea:
Some anomalous experiences may involve genuine psi abilities or survival of consciousness beyond the body.

Examples:

  • Extrasensory Perception (ESP): telepathy, clairvoyance, precognition
  • Psychokinesis (PK): mind influencing matter
  • Apparitions of deceased individuals
  • Veridical perceptions during Near-Death Experience

Interpretation:

  • Consciousness may extend beyond the brain.
  • Some experiences may reflect actual information transfer or survival of consciousness after death.

This model is commonly used in:

  • survival research
  • mediumship studies
  • remote viewing research (including protocols such as Controlled Remote Viewing)

2. The Psychological / Experiential Model

This model emphasizes human psychology rather than external paranormal forces.

Core idea:
Many anomalous experiences may arise from normal psychological processes that feel extraordinary.

Key factors studied include:

  • Dissociation
  • Absorption (psychology) (deep imaginative focus)
  • grief-related visions
  • sleep paralysis
  • hypnagogic imagery
  • expectation and belief

Example:
A bereaved person seeing a deceased loved one may be interpreted as a grief-induced perceptual experience, not necessarily a spirit encounter.

This model could overlap with:

  • clinical psychology
  • cognitive psychology
  • trauma research

3. The Experiential / Constructivist Model

This model might focus on how people interpret unusual experiences, regardless of their ultimate cause.

Please note that:
Anomalous experiences may be genuine subjective events, but their meaning is constructed through culture, beliefs, and worldview.

Researchers might study:

  • cultural interpretations of visions
  • spiritual frameworks
  • mythic and symbolic meaning

For example:

  • A Christian might interpret a vision as an angel.
  • A UFO experiencer might interpret it as extraterrestrial contact.
  • A mystic might see it as spiritual awakening.

This model connects with:

  • Transpersonal Psychology
  • Anthropology
  • consciousness studies.

In summary

ModelMain ExplanationFocus
Psi ModelReal paranormal processesESP, survival, PK
Psychological ModelInternal mental processescognition, perception, grief
Constructivist ModelCultural interpretation of experiencesmeaning and worldview

Interesting point:
Some modern researchers might combine these models into a “multi-layered explanation”, recognizing that an anomalous experience might involve psychological processes, cultural interpretation, and “possibly” psi elements simultaneously.

Shervan K Shahhian

Gustatory Hallucinations, an explanation:

It is recommended that persons suffering from hallucinations get a medical evaluation.

Gustatory hallucinations are perceptions of taste that might occur without any actual food or substance in the mouth. The person genuinely experiences a taste sensation even though there is no physical stimulus activating the taste receptors on the tongue.

1. What They Feel Like

People experiencing gustatory hallucinations might report:

  • A metallic taste
  • A bitter or foul taste
  • A sweet or salty taste
  • A burnt or chemical flavor
  • A taste that comes and goes suddenly

The sensation may occur briefly or persistently, and sometimes appears together with smell hallucinations (called olfactory hallucinations).

2. Common Causes in Clinical Psychology & Medicine

“PLEASE CONSULT WITH NEUROLOGIST, and PSYCHIATRIST.”

Neurological Conditions

Gustatory hallucinations are often linked to disturbances in brain areas involved in taste processing.

Examples include: “PLEASE CONSULT WITH NEUROLOGIST, and PSYCHIATRIST.”

  • Temporal Lobe Epilepsy
  • Brain tumors affecting the insular cortex or temporal lobe
  • Stroke
  • Head injury
  • Neurodegenerative disorders

In epilepsy, the taste hallucination may occur as an aura before a seizure. “PLEASE CONSULT WITH NEUROLOGIST, and PSYCHIATRIST.”

Psychiatric Disorders “PLEASE CONSULT WITH NEUROLOGIST, and PSYCHIATRIST.”

They can also appear in some psychiatric conditions such as:

  • Schizophrenia
  • Severe mood disorders with psychotic features
  • Certain trauma-related conditions

However, gustatory hallucinations maybe rare in psychiatric disorders compared to auditory hallucinations.

Medical & Medication Causes

“PLEASE CONSULT WITH NEUROLOGIST, and PSYCHIATRIST.”

Other possible causes include:

  • Side effects of medications?
  • Infections?
  • Dental or oral conditions?
  • Chemotherapy?
  • Certain toxins or metabolic disorders?

3. In Parapsychology

Parapsychology, gustatory hallucinations are sometimes discussed in relation to anomalous sensory experiences.

For example:

  • In apparitional or religious experiences, people might occasionally report unusual tastes associated with visions or presences.
  • Some researchers classify them as part of multi-sensory anomalous experiences, though they are much less reported than visual or auditory phenomena.

In parapsychological research, the key question becomes whether the experience contains veridical information or meaningful patterns that cannot be explained by conventional mechanisms.

4. Clinical vs Non-Clinical Interpretation

Clinical PsychologyParapsychology
Brain or psychiatric disturbancePossible anomalous sensory perception
Could be linked to neurological dysfunctionExamined for informational or symbolic content
Focus on diagnosis and treatmentFocus on explanatory models

Important: Gustatory hallucinations have neurological or medical explanations, so clinicians usually recommend medical evaluation if they occur repeatedly.

“PLEASE CONSULT WITH NEUROLOGIST, and PSYCHIATRIST.”

 Interesting research note: Among bereavement-related anomalous experiences, sensory experiences might be visual or auditory, while taste and smell experiences are rare.

There are 4 types of hallucinations, psychologists might classify by sensory modality (and where gustatory hallucinations fit). It’s a useful framework in both clinical psychology and parapsychology research.

Shervan K Shahhian

The Survival of Consciousness Hypothesis, explained:

The Survival of Consciousness Hypothesis is one of the central explanations in Parapsychology for phenomena suggesting that human consciousness may continue to exist after bodily death.

It proposes that the mind or consciousness is not completely dependent on the brain, and therefore may survive physical death in some form.

Core Idea

The hypothesis suggests:

Personal consciousness or identity continues after the death of the physical body.

In this view, the brain functions more like a receiver or interface rather than the sole producer of consciousness.

This idea contrasts with the standard view in Neuroscience (CONSULT WITH A NEUROLOGIST), which generally assumes that consciousness is entirely generated by brain activity and therefore ends when the brain dies.

Phenomena Often Used as Evidence

Researchers in Parapsychology study several types of experiences that may support survival:

1. After-Death Communications (ADCs)

Experiences in which people report contact with deceased individuals.

Examples include:

  • sensing a presence
  • hearing a voice
  • seeing apparitions
  • vivid dreams of the deceased

These experiences have been studied by Parapsychological researchers.

2. Mediumship

Some mediums claim to obtain information from deceased personalities.

Research organizations like the
Society for Psychical Research and the
Rhine Research Center have conducted controlled studies on this subject.

3. Near-Death Experiences (NDEs)

People revived after clinical death sometimes report:

  • leaving the body
  • seeing deceased relatives
  • entering a light or other realm

4. Reincarnation Cases

Cases where children claim memories of past lives.

A large body of cases was investigated by Parapsychologists.

Competing Explanation: The Super-Psi Model

Many modern researchers discuss a competing explanation called the Super-Psi hypothesis.

This model proposes that:

  • Living people unconsciously gather information through psi abilities such as telepathy or clairvoyance.
  • The information only appears to come from the dead.

So instead of survival after death, the source is the living mind.

The Three Main Interpretive Models

Parapsychologists often discuss three broad possibilities:

  1. Psychological Model
    Experiences arise from grief, memory, or hallucination.
  2. Super-Psi (Living Agent Psi)
    The living person’s mind gathers information paranormally.
  3. Survival Hypothesis
    Consciousness actually survives bodily death.

Why the Debate Continues

The survival hypothesis remains controversial because:

  • Evidence is suggestive but not universally replicable.
  • Many cases can have multiple interpretations.
  • Neuroscience still finds strong correlations between brain activity and consciousness.

So the question remains open scientifically.

 Interesting note:
Some researchers argue that the most evidential cases are those where the information could not have been known by anyone present, which is where the debate between Survival vs. Super-Psi becomes most intense.

Shervan K Shahhian

Veridical Information, explained:

Veridical information refers to information that is demonstrably accurate and corresponds to real events or facts, especially when the person receiving it should not normally have access to it.

The term is widely used in parapsychology, psychology, and philosophy of mind when evaluating anomalous experiences.

1. Basic Definition

Veridical simply means truthful or corresponding to reality.

So veridical information is:

Information obtained during an experience that can later be objectively verified as correct.

2. Example in Parapsychology

In parapsychology, veridical information often appears in experiences like:

  • Near-death experiences (NDEs)
  • After-death communications (ADCs)
  • Mediumship
  • Remote viewing
  • Apparitions

Example:

A person reports seeing a deceased relative during a dream or vision, and the relative communicates:

  • a specific message
  • a hidden object
  • or an unknown family fact

Later, family members confirm the information is accurate but previously unknown to the experiencer.

If verified, researchers call this veridical information.

3. Example in Near-Death Research

In some reported NDEs, patients describe:

  • conversations in the operating room
  • objects placed in high locations
  • events happening outside the room

If hospital staff confirm these details, researchers call it veridical perception during NDE.

4. Importance in Parapsychology

Veridical information is important because it helps researchers distinguish between:

Experience TypeExplanation
Psychological hallucinationinternally generated
Memory reconstructioncreated after the fact
Super-psi hypothesispsi functioning of the living mind
Survival of consciousness hypothesisinformation from deceased consciousness

Veridical information is considered key evidence in debates about the survival of consciousness after death.

5. In Bereavement Experiences

In grief-related anomalous experiences, a person might receive veridical information such as:

  • location of lost objects
  • unknown family information
  • messages verified later

Researchers studying bereavement-related anomalous experiences sometimes treat such cases as potential evidence for anomalous information transfer.

6. Scientific Caution

Scientists remain cautious because veridical information could also arise from:

  • coincidence
  • subconscious inference
  • Cold Reading
  • Cryptomnesia
  • Confirmation Bias

So careful documentation and independent verification are essential.

 In simple terms:

Veridical information: accurate information obtained through an unusual experience that later proves to be objectively true.

Shervan K Shahhian

The Fourth Model Many Modern Parapsychologists Discuss the “Super-Psi or Living Agent Psi model”:

Many modern researchers in Parapsychology may discuss a fourth explanatory model for anomalous experiences that could be called the “Super-Psi” or “Living Agent Psi (LAP)” model. This model tries to explain phenomena that appear paranormal or spirit-related without requiring discarnate spirits or external entities.

The Super-Psi / Living Agent Psi Model

Basic idea:
All the information or effects involved in an anomalous experience come from the psychic abilities of living people, usually unconsciously.

These abilities may include:

  • Telepathy: mind-to-mind information transfer
  • Clairvoyance: acquiring information about distant or hidden events
  • Precognition: knowledge of future events
  • Psychokinesis: mental influence on physical systems

The “super” part of the theory means these abilities operate at extremely complex and powerful levels, combining all of the above simultaneously.

Why It Was Proposed

Some researchers may have noticed that some paranormal cases seemed to involve:

  • Accurate information about deceased people
  • Objects moving or disturbances (poltergeist cases)
  • Visions or voices that seem external
  • Mediumistic information

Instead of assuming spirits, the Super-Psi model suggests:

The living person’s unconscious psi gathers information from anywhere in space and time and constructs the experience.

Example

A grief apparition:
Someone sees and hears a deceased relative.

Interpretations by different models:

  1. Psychological model: grief hallucination
  2. Survival model: the spirit of the deceased actually appeared
  3. Psi model: telepathic/clairvoyant perception
  4. Super-Psi model: the experiencer’s unconscious psi accessed information about the deceased and created the full perception

Where It Is Used

The model is often discussed in research areas such as:

  • Apparitions
  • Mediumship
  • Poltergeist cases
  • Near-death and after-death communication reports

Some influential parapsychologists who possibly debated these ideas include:

  • J. B. Rhine
  • Ian Stevenson
  • Stephen E. Braude

Strengths of the Model

Parapsychologists might consider it attractive because it:

  • Explains paranormal information without requiring spirits
  • Uses known psi processes studied in labs
  • Can theoretically explain very complex cases

Main Criticism

Critics may argue the model becomes too powerful and unfalsifiable.

For example:

If unconscious psi can access any mind, any place, any time, then almost any paranormal event might be explained by Super-Psi, making it difficult to test scientifically.

Important Debate in Parapsychology

Today the biggest debate in Parapsychology could be between:

  • Super-Psi / Living Agent Psi theory
  • Survival of consciousness after death

Both might attempt to explain the same phenomena but propose very different realities.

Shervan K Shahhian

Idealism, what is it:

Idealism is a philosophical view that says reality is fundamentally mental, spiritual, or idea-based rather than purely material.

In simple terms:

What is ultimately real is mind or consciousness, not matter.

Core Idea

Materialism says:

Matter=produces mind.

Idealism says the reverse:

Mind=produces or structures what we call matter.

From an idealist perspective, the physical world is either:

  • Dependent on consciousness
  • Constructed by consciousness
  • Or inseparable from consciousness

Major Forms of Idealism

1. Subjective Idealism

  • “To be is to be perceived.”
  • Objects exist only insofar as they are perceived.
  • Reality is made of perceptions in minds.

2. Transcendental Idealism

  • We never know reality “as it is in itself.”
  • We only know reality as structured by the human mind.
  • Space and time are mental frameworks, not independent things.

This doesn’t deny the external world, it says we can only know it through the mind’s organizing structures.

3. Absolute Idealism

  • Reality is a single, unified spiritual whole.
  • History and consciousness unfold dialectically.
  • The universe is the development of Absolute Mind.

4. Modern Idealism

In contemporary philosophy of mind, some argue:

  • Consciousness is fundamental.
  • The universe may be mind-like at its base.
  • Physical reality could emerge from informational or mental processes.

Idealism vs. Realism vs. Materialism

ViewWhat is fundamental?
MaterialismMatter
DualismMind and matter
IdealismMind
RealismReality exists independent of mind

Psychological Meaning of “Idealism”

In everyday language, idealism also means:

  • Believing in high ideals
  • Wanting the world to match moral or spiritual standards
  • Optimism about human potential

That’s different from philosophical idealism, though historically connected.

Why It Matters

Idealism directly impacts questions like:

  • What is consciousness?
  • Does reality exist without observers?
  • Are mystical experiences glimpses of deeper structure?
  • Is the universe mental at its foundation?

Shervan K Shahhian

Collective Intelligence beats Solo Intelligence, why:


Because one mind is powerful… but many minds networked together become something qualitatively different.
Here’s why collective intelligence usually outperforms solo intelligence across science, psychology, organizations, and even evolution.

1. Cognitive diversity beats raw IQ

A single brilliant mind still has blind spots. Groups bring:

  • Different perspectives
  • Different heuristics and mental models
  • Different life experiences

This diversity allows the group to:

  • Catch errors faster
  • See patterns one person would miss
  • Generate more creative solutions

Research consistently shows that a diverse group of moderately intelligent people can outperform a homogenous group of high-IQ individuals.

2. Error correction through social feedback

Solo intelligence has no built-in correction system.

Groups provide:

  • Challenge and contradiction
  • Reality checks
  • Peer review

Think science: breakthroughs survive because they’re attacked by other minds. Collective intelligence filters nonsense better than isolation.

3. Parallel processing

One brain works serially.
Many brains work in parallel.

Groups can:

  • Explore multiple solution paths at once
  • Divide complex problems into parts
  • Test ideas simultaneously

This is why ant colonies, human teams, and neural networks scale so well.

4. Emergence: the whole is more than the sum

When individuals interact, new intelligence emerges:

  • Shared memory
  • Distributed expertise
  • Collective pattern recognition

Just like neurons form a mind, people form a meta-mind. No single neuron “understands” a thought yet thought emerges.

5. Motivation and energy amplification

Groups create:

  • Accountability
  • Emotional reinforcement
  • Social momentum

This boosts persistence, learning speed, and problem solving stamina things raw intelligence alone can’t sustain.

6. Evolution selected for it

Humans didn’t dominate because we were the strongest or smartest individually.
We dominated because we could:

  • Coordinate
  • Transmit knowledge across generations
  • Build cumulative culture

Language itself is a collective intelligence technology.

The important caveat

Collective intelligence only beats solo intelligence under the right conditions:

  • Psychological safety
  • Open dissent
  • No dominance by ego or hierarchy

Otherwise, groups devolve into:

  • Groupthink
  • Herd stupidity
  • Echo chambers

A bad collective is worse than a lone thinker.

Bottom line

Solo intelligence is depth.
Collective intelligence is depth plus breadth plus error correction plus emergence.

Shervan K Shahhian