Nick Naumovich

#IntuitiveThinker - Dedicated to the Art of using #Bravery, #Insight, #Creativity and #Boldness to Challenge the Status Quo.

[Nick Naumovich @ICTinsights]

@MarcGravely $3.8M +$2M for Lot H alone for 9 Matches. You want to see history repeat itself read this plan for #SBXLV #26fifa
https://t.co/3HoMDBIQRX

[Nick Naumovich @ICTinsights]

Dallas Leverages the 2026 World Cup as Its Strategic Proof-of-Concept — Arlington’s Costly Handover Blunder https://t.co/tVWO1iydBc

[Tech with Mak @techNmak]

In 1948, a 32-year-old at Bell Labs published a paper nobody fully understood.

Engineers found it too mathematical. Mathematicians found it too engineering-focused. One prominent mathematician reviewed it negatively.

That paper - "A Mathematical Theory of Communication", became the founding document of the digital age.

The man was Claude Shannon. Father of Information Theory.

At 21, he wrote the most important master's thesis of the 20th century.

Working at MIT on an early mechanical computer, Shannon noticed its relay switches had exactly two states - open or closed. He had just taken a philosophy course introducing Boolean algebra, which also operated on two values: true and false.

Nobody had ever connected these two things.

His 1937 thesis proved that Boolean algebra and electrical circuits are mathematically identical, and that any logical operation could be built from simple switches.

Howard Gardner called it "possibly the most important, and also the most famous, master's thesis of the century."

Every digital computer ever built traces back to this insight.

At 29, he proved that perfect encryption exists.

During WWII, Shannon worked on classified cryptography at Bell Labs. His work contributed to SIGSALY, the secure voice system used for confidential communications between Roosevelt and Churchill.

In a classified 1945 memorandum, he mathematically proved the one-time pad provides perfect secrecy, unbreakable not just computationally, but provably, permanently, against an adversary with infinite power.

When declassified in 1949, it transformed cryptography from an art into a science. It laid the foundations for DES, AES, and every modern encryption standard.

At 32, he defined what information is.

His 1948 paper introduced one equation:
H = −Σ p(x) log p(x)

Shannon entropy. The average uncertainty in a probability distribution. The minimum bits required to encode a message.

Three things followed:

> He defined the bit - the fundamental unit of all information. His colleague John Tukey coined the name.

> He proved the channel capacity theorem, every communication channel has a maximum rate of reliable transmission. You can approach it. You can never exceed it.

> He unified telegraph, telephone, and radio into a single mathematical framework for the first time.

Robert Lucky of Bell Labs called it the greatest work "in the annals of technological thought."

Where his equation lives in AI today:

Cross-entropy loss - the function training every classifier and language model, is derived directly from H. Decision tree splits use information gain, which is H applied to data. Perplexity, the standard LLM evaluation metric, is an exponentiation of cross-entropy.

Every time a neural network trains, Shannon's formula runs inside it.

He also built the first AI learning device.

In 1950, Shannon built Theseus, a mechanical mouse that navigated a maze through trial and error, learned the correct path, and repeated it perfectly. Mazin Gilbert of Bell Labs said: "Theseus inspired the whole field of AI."

That same year he published the first paper on programming a computer to play chess. He co-organized the 1956 Dartmouth Workshop, the founding event of AI as a field.

The man:
He rode a unicycle through Bell Labs hallways while juggling. He built a flame-throwing trumpet, a rocket-powered Frisbee, and Styrofoam shoes to walk on the lake behind his house.

He called his home Entropy House.

When asked what motivated him: "I was motivated by curiosity. Never by the desire for financial gain. I just wondered how things were put together."

In 1985, he appeared unexpectedly at a conference in Brighton. The crowd mobbed him for autographs. Persuaded to speak at the banquet, he talked briefly, then pulled three balls from his pockets and juggled instead.

One engineer said: "It was as if Newton had showed up at a physics conference."

He died in 2001 after a decade with Alzheimer's, the cruel irony of information slowly leaving the mind of the man who defined what information was.

Claude, the AI model, is named after Claude Shannon, the mathematician who laid the foundation for the digital world we rely on today.

[Mathelirium @mathelirium]

We rave about giants like Newton, Einstein, Bohr, Tesla, and Edison. But in terms of direct impact on our lives in the information age, nobody comes close to Claude Shannon.

In 1948, he dropped a straight 10/10 paper:

A Mathematical Theory of Communication.

His work has imbued us with the ability to send whispers across continents.
The paper doesn’t just suggest techniques, it draws the boundaries of reality for information... how far compression can go (entropy), the maximum rate a noisy channel can carry reliably (capacity), and why error correction isn’t optional if you want those whispers to arrive intact.

[NTSB Newsroom @NTSB_Newsroom]

The NTSB, in coordination with the Santa Monica Police Department is conducting a safety investigation into the Jan. 23 crash between a Waymo vehicle and pedestrian in Santa Monica, California.

[Mario Nawfal @MarioNawfal]

🚨🇺🇸 WAYMO ROBO-TAXIS BLOW PAST SCHOOL BUSES 20 TIMES - REFUSES TO STOP OPERATIONS

Waymo's driverless cars ran 20 school bus stop signs in Austin since August.

Red lights flashing, kids crossing, stop arms out. The AI just rolled through.

November 17th: Waymo announces software fix.

December 1st: Citation number 20. The "fix" failed at least 5 times.

Austin ISD demanded Waymo cease operations during school hours until the code actually works.

Waymo's response? No. "We disagree with your risk assessment."

NHTSA opened investigation in October after an Atlanta violation. Now reviewing the Austin pattern.

Waymo just filed a voluntary software recall - their third in 18 months.

Meanwhile, Waymo is expanding to Dallas, Houston, and San Antonio with the same broken detection model.

Where this goes: Either regulators force a halt, or Waymo's "move fast" strategy hits a child.

The company's betting their 12x pedestrian safety stat covers them while they debug in production.

Austin ISD issued 6,777 school bus citations citywide this year - Waymo owns 20 of them with a fraction of the vehicle count.

Zero injuries so far. That's the only reason this is still a conversation.

Source: Austin ISD, NHTSA , TechCrunch, @NewsNation

[Elon Musk @elonmusk]

Yeah

[Nick Naumovich @ICTinsights]

@elormkdaniel https://t.co/IGVRpJilac

[Nick Naumovich @ICTinsights]

Thought experiment: If Facebook 1) notifies me a friend is nearby 2) asks me to turn on location services. Are they tracking customers without user consent? #illegal #tracking #consent

[Nick Naumovich @ICTinsights]

@elormkdaniel Discovered the same thing with #Facebook a while back.

[Jawwwn @jawwwn_]

Anduril Founder @PalmerLuckey on autonomous weapons:

“It’s a lot scarier to imagine a weapons system that DOESN’T have any level of intelligence.”

“There’s no moral high ground in land mines that can’t tell the difference between a school bus of children and Russian armor.”

[@SFGiantsMemes @SFGiantsMemer]

Another sad showing for Dodger fans today as the streets are only lined with 10s and 10s of people for their championship parade.

[GJEEBS @Gjeebs]

I asked Grok if EV's or Gas cars were better. What followed was absurd.

[a16z @a16z]

Don't keep climbing the same hill if you don’t even want what’s on top.

@cdixon's 2009 essay "Climbing the wrong hill":

[Y Combinator @ycombinator]

Paul Graham on why startups should deliberately choose hard problems:

[Nick Naumovich @ICTinsights]

@MarcGravely $3.8M +$2M for Lot H alone for 9 Matches. You want to see history repeat itself read this plan for #SBXLV #26fifa
https://t.co/3HoMDBIQRX

[Nick Naumovich @ICTinsights]

lol

[Nick Naumovich @ICTinsights]

lol

[PaulBarron @paulbarron]

🚀NEW: @fundstrat going all in on $ETH, including @GoldmanSachs and future BANKS setting up for security on $ETH - as @fundstrat creates a Treasury to buy $ETH BULLISH

[Nick Naumovich @ICTinsights]

lol

[CryptoBusy @CryptoBusy]

$ETH IS READY FOR A BREAKOUT ON THE BIGGER PICTURE!

[Nick Naumovich @ICTinsights]

lol

[RYAN SΞAN ADAMS @RyanSAdams]

Huge for ETH.

@fundstrat launching a public multi-billion ETH treasury starting w/ $250m in ETH buys.

Tom is the Wall Street whisperer - he'll propagate the ETH narrative starting w/ Ethereum stablecoin FOMO & ending with ETH as world reserve asset.

ETH is coiled.

[Nick Naumovich @ICTinsights]

lol

[CryptoGoos @cryptogoos]

🚨BREAKING:

WALL STREET STRATEGIST TOM LEE IS AIMING TO CREATE THE MICROSTRATEGY OF ETHEREUM.

SEND $ETH TO $10,000 🔥