⚡ About this Framework
Each level groups the techniques you'll encounter at that observability tier — from daily exposure (Beginner) to invisible strategic infrastructure (Master). Every technique is paired with the cognitive concept it exploits, so you can trace the attack vector from observable behavior down to the underlying vulnerability.
Rage Baiting
Content engineered to provoke outrage, because fury spreads faster than reasoned argument.
Negativity Bias
Bad news commands attention more strongly than good — distorting our sense of reality.
Echo Chamber
Closed information spaces where the same beliefs are repeated, amplified, and shielded from doubt.
Confirmation Bias
Tendency to seek out and remember only information that confirms what you already believe.
Deepfake
AI-generated audio, video or images that imitate real people with unsettling accuracy.
FUD
Fear, Uncertainty and Doubt — a deliberate fog meant to paralyze decision-making.
Copypasta
Identical blocks of text spammed across platforms to fake the illusion of organic consensus.
Social Proof
In doubt, do what others appear to do — a shortcut that scales into stampedes.
Cyberbullying
Coordinated online harassment of a target, often escalating into threats and doxing.
Mob Mentality
Group rage overrides ethics — people do things alone they'd never do as a crowd.
Doxing
Public exposure of someone's private information — address, family, employer — to invite harm.
Crowd Psychology
Individual reasoning dissolves inside a group, replaced by shared emotion and impulse.
Fake Experts
Self-styled authorities with no real credentials, wheeled out to legitimize a narrative.
Appeal to Authority
Accepting a claim because of who said it, regardless of whether the claim itself holds up.
Bandwagon Effect
Adopting an idea because it appears popular — the crowd's choice quietly becomes yours.
Filter Bubble
Algorithmic isolation: feeds and results quietly curated to match your past behavior.
Targeted Advertising
Ads tailored to your behavior, profile and emotions — persuasion at industrial scale.
Surveillance Capitalism
Every click, swipe and pause harvested as raw material to predict and shape behavior.
Shadow Banning
Quietly throttling a user's reach so their posts vanish without anyone being told why.
Algorithmic Manipulation
Platforms quietly tune what billions see — visibility itself becomes a weapon.
Astroturfing
Fake grassroots movement, every voice carefully orchestrated to look spontaneous and authentic.
Manufactured Grassroots
A movement that looks bottom-up but is funded, coordinated and scripted from the top.
Microtargeting
Ads and messages tailored to narrow segments — different lies for different audiences.
Pluralistic Ignorance
Everyone privately disagrees but assumes they're alone — so nobody speaks up.
Sock Puppet
Fake online accounts operated by a single person to mimic a chorus of supporters.
Asch Conformity
Group pressure can override what your own eyes are telling you — Asch proved it.
Information Overload
Too much information short-circuits judgment — paralysis becomes the goal, not clarity.
Firehose of Falsehood
Drowning the audience in lies so fast that fact-checking simply cannot keep up.
Illusory Truth Effect
The more you hear something, the more true it feels — even when you know it's false.
Seed Kernel of Truth
Wrap a verifiable fact inside a larger lie — the truth makes the lie credible.
Half-Truth
Technically true statements stitched together to deliver an utterly false impression.
Deceptive Labeling
Real footage repackaged with misleading captions, dates or translations to flip its meaning.
Psychographic Segmentation
Profiling by personality traits and emotions, not just demographics — the Cambridge Analytica playbook.
Big Five Profiling
Mapping personality on five axes (OCEAN) to predict, persuade and manipulate at scale.
Bad Jacketing
Falsely tagging an activist as snitch or enemy agent to isolate them from allies.
Guilt by Association
Tainting someone by who they know — contact alone becomes enough to discredit.
Character Assassination
Coordinated, sustained destruction of a person's reputation through leaks, lies and innuendo.
Smear Campaign
Strategic, sustained campaign to ruin a target's reputation and remove them from the field.
Spamoflauge
Massive Chinese-linked network of fake accounts pushing pro-state narratives across platforms.
Troll Farm
Industrial-scale operation hiring paid trolls — the IRA in St. Petersburg was the prototype.
Content Farm
Industrial production of low-quality content engineered for clicks, not truth or value.
Manufacturing Consent
Chomsky's thesis — mass media defines the acceptable range of opinion before debate begins.
Bait Legit. Influencers
Trick real, trusted influencers into amplifying your message without knowing the source.
Useful Idiot
Innocent person who amplifies the attacker's narrative believing they're acting on their own.
Co-opt Trusted Sources
Subvert or buy out respected voices so their credibility is rented to push your line.
Influence Operation
Strategic, sustained campaign to shape opinion across populations — propaganda's modern name.
Pseudoscientific Justifications
Dress up disinformation in lab coats, citations and jargon to borrow real science's authority.
Halo Effect
A visible cue of credibility (lab coat, jargon, prestigious affiliation) makes everything else sound trustworthy — even when unrelated.
Trial ContentA/B Testing
A/B test variations of your manipulation to find the version that lands hardest.
Audience Vulnerability
Mapping which fears, hopes, prejudices or wounds make a target's audience easy to move.
Keyword Squatting
Hijack search terms, domains and hashtags so your content surfaces first when targets look.
SEO Poisoning
Flooding search results with manipulated content so the real story can't be found.
Nudge
Subtle reshaping of the choice architecture itself — you 'freely' pick what was set up for you.
Behavioral Economics
Science of nudging human choices — Thaler's Nobel-winning work, now weaponized.
Double Bind
Trap the target between two contradictory demands so any move proves them wrong.
Gaslighting
Methodical attack on someone's grip on reality until they doubt their own perception.
Cognitive Hijacking
Take direct control of someone's reasoning by attacking their grip on reality itself.
Learned Helplessness
When people stop trying to resist because past attempts taught them nothing changes.
Ignorant AgentUseful Idiot
An unwitting carrier who spreads the attacker's message believing it to be their own truth.
PSYOPS
Military doctrine of psychological operations — armed forces shaping populations directly.
Crossposting
Same content seeded simultaneously across many platforms — manufactured ubiquity equals truth.
5th Gen Warfare
Warfare where the battlefield is your mind, your beliefs and your social bonds.
Online PollsCAWI
Rigged or biased online polls used as 'evidence' of public opinion in later messaging.
Soft Power
Influence through attraction, culture and example — Hollywood and TikTok as state assets.
Infantilization
Treat the audience as children incapable of complex thought — they'll behave accordingly.
Tittytainment
Bread and circuses 2.0 — entertainment, dopamine and outrage to keep populations pacified.
4D: Dismiss · Distract · Distort · Dismay
Russian doctrine — Dismiss the truth, Distract from it, Distort it, Dismay opponents.
OODA Loop
Boyd's decision cycle (Observe-Orient-Decide-Act) — get inside theirs and you win.
Shell Organizations
Front companies and NGOs hiding the real funders and beneficiaries of an operation.
Bulletproof Hosting
Server infrastructure that knowingly ignores takedown requests and shields the operation.
Lawfare
Using courts, lawsuits and regulation as weapons of war — bleed the target with paperwork.