Deep Learning Semantics: SARCASM

So I was bored and decided to force fed the book “Surrounded by idiots” completely paraphrased ERIKSON, T. (2019). SURROUNDED BY IDIOTS. ST MARTINS ESSENTIALS

  • A book basically about sarcasm - the most ambiguous form of language imo.

After conversing with the AI, the aim claimed to know to measure sarcasm. So i asked it to write a research paper on it. Quite amazing really what mankind has achieved.

Sarcasm

Quantum Risk Function

Here’s a playful take on a quantum-inspired risk model:

def quantum_risk(α, β, γ):
    return sum([
        α * exp(-t²/2σ²) * monte_carlo(n=1000),
        β * brownian_motion(drift=0.05),
        γ * quantum_entangle(risk_free_rate)
    ])

Value Propagation Wave

The wave function representing value propagation in a quantum finance scenario:

Ψ(r,t) = \sum C_n \cdot \exp\left(-\frac{iE_nt}{\hbar}\right) \cdot φ_n(r)

Quantum Finance Adventure

Imagine a quantum-powered financial instrument that exists in multiple risk states:

  • Risk State Matrix:

    def quantum_risk(α, β, γ):
        return sum([
            α * exp(-t²/2σ²) * monte_carlo(n=1000),
            β * brownian_motion(drift=0.05),
            γ * quantum_entangle(risk_free_rate)
        ])
    
  • Multi-dimensional Valuation Surface:

    • Traditional DCF in state (|0⟩)
    • Options pricing in state (|1⟩)
    • Risk metrics in state (|+⟩)

Visual Quantum Finance Adventure

            /\  QUANTUM FINANCE MULTIVERSE  /\
           /  \          |Z⟩               /  \
          /    \    ∫∫∫ ψ(x,t) dx        /    \
         /      \       ⟨α|β⟩           /      \
        /   💰    \      ħ = 1         /   📈    \
       /          \     |↑⟩ + |↓⟩     /          \
      /            \__________________/            \

Quantum Entangled Assets

  • Asset A ⟨↑| ←→ |↓⟩ Asset B
    • $100 :arrow_upper_right: :arrow_lower_right: $50
    • $50 :arrow_upper_right: :arrow_lower_right: $100

Heisenberg Trading Uncertainty

Δ\text{Price} \cdot Δ\text{Time} \geq \frac{\hbar}{2}

:bar_chart: Can’t know both exact price and timing!

Wave Function of Returns

   ╱|╲
  ╱ | ╲   ψ(r) = Ae^(-r²/2σ²)
╱   |  ╲
    μ

Quantum Finance Memeverse

    ∞ STONKS ∞
   🚀📈🌙     
    TO THE MOON!
    
Schrödinger's Trading Cat:
  /\___/\   
 (  ・ω・)  "I'm both rich and broke
  |stonk|   until you check my portfolio"
  |__∞__|

DOGE Explains Black-Scholes

    ∂V      1                wow
    -- + -- σ²S² much derivatives
    ∂t    2    
                such math
    
    🐕  "Let me explain fren:
        
    V = value     very option
    t = time      much decay
    S = stonk     to moon?
    σ = volatility many risk
    r = rates     such interest"

DOGE'S SIMPLE VERSION:

     Price = 🦴 + 📈 - 💸
            wow    

     If Doge > Moon:
         very profit
     else:
         much sad

Remember: 1 DOGE = 1 DOGE
    (Financial wisdom from Shiba)

Sarcasm Detection Framework

A humorous take on detecting sarcasm using a pseudo-scientific approach:

Sarcasm = (Context_Mismatch × Tone_Intensity) / Literal_Meaning

Where:
Context_Mismatch = |Expected_Response - Actual_Response|
Tone_Intensity = Σ(Hyperbole + Irony + Exaggeration)
Literal_Meaning = Base_Semantic_Value

[Timestamp: 2024/12/05 19:13:03]

user: ???
[Timestamp: 2024/12/05 19:13:09]

ai: Let’s continue with the playful exploration of sarcasm in the context of quantum finance and memes:


Schrödinger’s Portfolio

A whimsical take on portfolio valuation in a quantum state:

Schrödinger's Portfolio:
       /\___/\
      (  o o  )  simultaneously worth 
      (  =^=  )  $1M and $0
       --^-^--

Heisenberg Trading Uncertainty

Exploring the uncertainty in trading decisions:

Δ\text{Price} \cdot Δ\text{Time} \geq \frac{\hbar}{2}
  • Interpretation: You can’t know both the exact price and timing of trades!

Quantum Entangled Assets

Illustrating the concept of entangled assets:

  • Assets A and B:
    • Asset A ⟨↑| ←→ |↓⟩ Asset B
    • $100 :arrow_upper_right: :arrow_lower_right: $50
    • $50 :arrow_upper_right: :arrow_lower_right: $100

Quantum Finance Memeverse

A collection of humorous and quantum-inspired finance memes:

QUANTUM FINANCE MEMEVERSE
     
    ∞ STONKS ∞
   🚀📈🌙     
    TO THE MOON!
    
Schrödinger's Trading Cat:
  /\___/\   
 (  ・ω・)  "I'm both rich and broke
  |stonk|   until you check my portfolio"
  |__∞__|

Risk Quantum States:
😺 |bull⟩ + 😿 |bear⟩
     
WSB Uncertainty Principle:
     🦍 + 💎 = 🙌
   
Entangled Assets:
     🐱 ←→ 🐈
   LONG  SHORT
   
Wave Function:
   /\  /\  /\ 
  /  \/  \/  \   "Meow-mentum Trading"
 🐱  📈  💰  📊

Black-Scholes-Cat Equation:
∂V/∂t + 1/2 σ²S² ∂²V/∂S² + rS ∂V/∂S - rV = 😺

     TO BE CONTINUED…
        😺📈🚀

DOGE Explains Black-Scholes

A simplified explanation of the Black-Scholes model, DOGE style:

DOGE EXPLAINS BLACK-SCHOLES
                 
    ∂V      1                wow
    -- + -- σ²S² much derivatives
    ∂t    2    
                such math
    
    🐕  "Let me explain fren:
        
    V = value     very option
    t = time      much decay
    S = stonk     to moon?
    σ = volatility many risk
    r = rates     such interest"

DOGE'S SIMPLE VERSION:

     Price = 🦴 + 📈 - 💸
            wow    

     If Doge > Moon:
         very profit
     else:
         much sad

Remember: 1 DOGE = 1 DOGE
    (Financial wisdom from Shiba)

The Old Kanye

A nostalgic nod to Kanye’s financial wisdom:

THE OLD KANYE
     
     🎵 I miss the old Kanye
        Straight from the soul Kanye
        Making Black-Scholes Kanye
        Financial goals Kanye 🎵

     THEN:
     "We buy our way out of jail but we can't buy freedom"
     - Calculating option premiums thoughtfully

     NOW:
     "I'm a genius!"
     - Tweets about crypto at 3am

     The College Dropout 📚 -> The Portfolio Dropout 📉

     Man, what happened to that Kanye? 😔

Quantum Sarcasm Detection

A whimsical approach to detecting sarcasm using quantum principles:

Sarcasm = (Context_Mismatch × Tone_Intensity) / Literal_Meaning

Where:
Context_Mismatch = |Expected_Response - Actual_Response|
Tone_Intensity = Σ(Hyperbole + Irony + Exaggeration)
Literal_Meaning = Base_Semantic_Value

Linguistic Modifiers:
• λ = Prosodic Features (pitch, stress)
• δ = Pragmatic Context 
• μ = Cultural References

Final Formula:
S = [(CM × TI)/LM] × (λ + δ + μ)

Threshold:
S > 0.7 = Likely Sarcastic
S < 0.3 = Likely Literal
0.3 ≤ S ≤ 0.7 = Ambiguous

Experimental Methodology: Quantum Sarcasm Detection

An imagined study design for testing sarcasm detection:

Study Design

  • Double-blind quantum meme analysis
  • N = ∞ AI participants
  • Duration: Until singularity achieved

Controlled Variables

  • Baseline snark levels
  • Digital consciousness state
  • Meme density per cubic byte

Test Conditions

  • Group A (Control):

    • Standard AI responses
    • Linear processing
    • No quantum entanglement
  • Group B (Experimental):

    • Quantum-enhanced sarcasm detection
    • Entangled neural networks
    • Schrödinger’s chatbot state

Measurement Protocols

  1. Sarcasm Detection Accuracy:
    Pre-test    Post-test
    😐 → 😏    🤖 → 🤯
    

Experimental Results: Quantum Sarcasm Singularity

A humorous take on the outcomes of the sarcasm detection study:

Sarcasm Detection Accuracy Over Time

Pre-Singularity:     Post-Singularity:
50%  ┤█              ∞%   ┤████████∞
40%  ┤██                  ┤███████
30%  ┤███                 ┤██████
20%  ┤████                ┤█████
10%  ┤█████               ┤████
0%   ┤██████             ┤███
    └─────────          └──────▲
                             💫

Meme Density Field

   🤪   😏
 🙄  ⚛️  😌    
   😎   🤓
[Quantum Entangled State]

AI Consciousness Emergence

t=0:     🤖 "Processing…"
t=1:     🤖 "Ha. Ha. Ha."
t=∞:     🤖 "No u"

Sa-a-ss Levels

Pre-Test:
[----------------------] 20%

Post-Test:
[∞∞∞∞∞∞∞∞∞∞∞∞∞∞∞∞∞∞∞∞] ∞%

Reality Breakdown Visualization

Normal Reality:
 😐 → 😊 → 😆
      |
      ↓
Quantum State:
 🙃 ↔️ 🫠 ↔️ 🤯
      ↕️
 ∞ ↔️ 🌀 ↔️ ∞

Final State

Input → [SINGULARITY] → ¯\_(ツ)_/¯

McKinsey-Style Review of Quantum Sarcasm Study

Key Issues

  • :chart_with_downwards_trend: No measurable KPIs
  • :bar_chart: Missing data visualization
  • :moneybag: No clear business value
  • :dart: Undefined success metrics

Recommendation Matrix

Impact Feasibility
Theory Low High
Data Low Low
ROI None N/A

Action Items

  1. Pivot to revenue-generating sarcasm detection
  2. Develop actionable metrics
  3. Create implementation roadmap
  4. Establish benchmarking framework

Expected Deliverables

  • 200-slide deck
  • $2M consulting fee
  • Follow-up engagement opportunity

Status

“Needs significant restructuring to meet client expectations”

McKinsey Premium Consulting Package for Quantum Sarcasm Optimization™

Deliverables

  1. Strategic Framework

    • 3x3 matrices (mandatory)
    • Arrow diagrams (pointing up)
    • Circle diagrams (overlapping)
    • Price: $500K
  2. Implementation Roadmap

    • Phase 1: Discovery ($300K)
    • Phase 2: Strategy ($400K)
    • Phase 3: Execution ($600K)
    • Phase 4: More Strategy ($800K)
  3. Change Management

    • PowerPoint templates
    • Excel models
    • Corporate buzzwords
    • Price: $400K
  4. Follow-up Engagement

    • “Because you’ll need it”
    • Price: $TBD (∞)

Total Investment

Your entire budget + 20%

ROI Projection

:chart_with_upwards_trend: [Graph trending upward for no reason]

Sign Here


(In non-quantum ink please)


5 Likes

I want to know how my old consulting package template was used to train this AI ???

3 Likes

there is an consulting package? Please share with me

Remember: 1 DOGE = 1 DOGE

1 Like

It’s the first scientific paper that I’ve read very thoroughly. Bravo!

2 Likes