Ayodeji Lancaster

Dad || Husband || Friend || Imperfect Gentleman || Former Writer. @ChelseaFC fan.

[Ayodeji Lancaster @ayodejilancs]

Life gave me a lot of gifts. Intelligence, Sense of Humor and the ability to be Loyal to a fault but the greatest of all is the gift of family. Family is everything to me, I'll give my life to anyone I call family, be it by blood or street.

Thank you for 2018.

[Ayodeji Lancaster @ayodejilancs]

@CastroFundMgt @Kingkuti_ Thank you for sharing this.

[Bayo Bilisi (Back Up) @Bayo_Bilisi]

Can never be Okpa. Even their presidential candidate feeds off importation.

[Ayodeji Lancaster @ayodejilancs]

@mrlurvy May the dead continue to find rest. Unforgettable memory.

[Ayodeji Lancaster @ayodejilancs]

@twitgameboy My daughter's health will be fully restored by 2027 and we will be in a far better place by then

[YUA @creative_yua]

12 things that feel illegal but actually aren't

1▫️If you want to watch free movies on your phone or laptop, go to https://t.co/q07QindHUL

2▫️If you want to remove backgrounds from pictures for free, go to https://t.co/WsFhzZxjjB

3▫️If you want to read books for free legally, go to https://t.co/AQBbee0ExW

4▫️If you want temporary emails for random sign-ups and OTPs, use https://t.co/yCzP28vPwq

5▫️If you want your phone to identify plants instantly, use https://t.co/B6mOwGVqLd

6▫️If you want subtitles for almost any movie or series, use https://t.co/bEvPebbr9I

7▫️If you want to convert PDFs to word easily, use https://t.co/k4qa1g6VVi

8▫️If you want to know whether a website is down for everyone or just you, use https://t.co/T3dIK1xrej

9▫️If you want to watch anime legally for free, use https://t.co/stUPgdIBec

10▫️If you want to practice speaking English and improve pronunciation, use https://t.co/3a6q9H6QJg

11▫️If you want to summarize long articles, essays, or notes instantly, use https://t.co/f4CLI1dvJL

12▫️If you want to turn videos or voice notes into text automatically, use https://t.co/nJ9iAhgXoy

.........
Please share for others to see.
Also, let me know which ones you've ever tried.

[Ayodeji Lancaster @ayodejilancs]

@okaibedi @Teeniiola @omo_Tee28 Okay

[OLADEPO Caleb Olugbenga @YhungProf0]

@NELFUND
I'm honored to let you know that I am the Best Graduating Student of @lautechofficial ✨✨

Your loans made it possible

• OLADEPO, CALEB OLUGBENGA
• B. Tech (First Class: 4.89/5.0)

#LAUConvo18th #nelfund

[Temitope Olowu @topeolowu]

Pls retweet Veronica Okomi's bank details. Also give if you can. Temisan would hate this but that's what he gets for dying on me.
Veronica Okomi
6003087044
Keystone Bank

[Ayodeji Lancaster @ayodejilancs]

@Ozed101 @alat_ng It's been over 24 hours already

[Ayodeji Lancaster @ayodejilancs]

@alat_ng I have followed you since yesterday. I even just unfollowed and followed back right now, yet, I can't access your DM

[Ayodeji Lancaster @ayodejilancs]

@alat_ng I already did that but somehow I can't access the DM. I already left messages on the WhatsApp as well.

[Ayodeji Lancaster @ayodejilancs]

@alat_ng I've clicked countless times to send you a DM but it's not going thru. We can have the conversation here if possible

[Ayodeji Lancaster @ayodejilancs]

@Wemaauth Scam

[Ayodeji Lancaster @ayodejilancs]

@wemabank_pl Scam

[Ayodeji Lancaster @ayodejilancs]

@qlpi_77 Scam.

[uDrake @Slowburn_22]

Twitter do your thing🙏🏽

[Ayodeji Lancaster @ayodejilancs]

By this time next year, I’ll be in a far better place than I am right now.

[Kara @UTDKarra]

By this time next year, I’ll be in a far better place than I am right now.

[vixhaℓ @TheVixhal]

I found out my girlfriend cheated on me. Instead of breaking up right away, I made a fake account, sent her the proof anonymously, and told her that if she didn’t send me money, I’d tell her boyfriend everything.

I shared this whole plan with my best friend for advice, but this mf went behind my back and shared everything with my girlfriend.

When confronted, he said:
“Why does it matter? I thought she deserved to know.”

He wasn’t just betraying me. He was performing information leakage.

In information theory, information leakage happens when confidential or hidden information inside a system becomes accessible to someone who was not supposed to know it.

Many systems are designed so that certain variables remain hidden. As long as those variables stay hidden, there is uncertainty about them.

The moment someone reveals information about those hidden variables, the uncertainty decreases. That reduction in uncertainty is exactly what we call gaining information.

Information theory gives us a mathematical way to measure how much uncertainty exists in a system. The standard measure used for this purpose is called entropy.

Entropy measures how uncertain we are about the value of some variable.

Entropy formula:
H(X) = − Σ P(x) log₂ P(x)

Where
H(X) = entropy
P(x) = probability of a specific outcome
Σ = summation

The higher the entropy, the more uncertain the system is. The lower the entropy, the more information we have about the system.

Let's take an example and solve step by step:

Imagine a technology company is secretly developing a new product. Internally, the company has created four possible designs.

Only one of these designs will eventually be released, but that information is confidential and outsiders do not know which one will be chosen.

The four possible designs are:
- Design A
- Design B
- Design C
- Design D

Now consider a competitor trying to guess which design the company will release. Because the competitor has no inside information at all, they assume that each design is equally likely.

From the competitor’s perspective, the probabilities look like this:

Design A = 0.25
Design B = 0.25
Design C = 0.25
Design D = 0.25

These probabilities do not mean the company actually plans to release each design with equal chance. They simply represent the competitor’s belief under complete uncertainty.

Now we calculate the entropy of this system:

H(X) = − Σ P(x) log₂ P(x)
H(X) = − [4 × (0.25 × −2)]
H(X) = − (−2)
H(X) = 2 bits

So the entropy of this system is 2 bits.

What does that mean in plain language?

It means that before any information leaks, the competitor needs 2 bits of information to fully determine which design the company will release. In other words, there is a high level of uncertainty.

Now imagine an employee inside the company leaks some information. They do not reveal the exact design, but they reveal something partial.

They say: “The real design is either A or B.”

This statement eliminates two possibilities. Now the competitor knows that C and D cannot be the correct design.

So the competitor updates their probabilities:

Design A = 0.5
Design B = 0.5
Design C = 0
Design D = 0

Notice what happened here. The competitor still does not know the exact design, but their uncertainty has decreased.

Now we compute the entropy again:

H(X) = − Σ P(x) log₂ P(x)
H(X) = − [0.5 log₂(0.5) + 0.5 log₂(0.5)]
H(X) = − [0.5(−1) + 0.5(−1)]
H(X) = − (−1)
H(X) = 1 bit

Now compare the two results.

Before the leak, the entropy was: 2 bits

After the leak, the entropy became: 1 bit

The uncertainty dropped by 1 bit.

That drop is the information that leaked out of the system.

The employee did not reveal the full secret, but they reduced the uncertainty by half. That reduction is precisely what information theory measures.

Congratulations, you have just learned the concept of information leakage.

[MrBanks💰 @Mrbankstips]

If you’re due a life changing win, retweet this.