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Pham Duc Toan

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ChatGPT really doesn’t know the answer

Words will be spit out one-by-one according to statistical probability

Apr 20

A flowchart diagram titled ‘AI Word Factory Process’ showing the four sequential steps of how AI language models process text. The diagram flows from left to right with four colored arrow-shaped boxes: (1) Tokenizer (blue) — ‘Breaks down text into tokens’, (2) Embedding (green) — ‘Converts tokens into numerical vectors’, (3) Decoder (yellow) — ‘Processes vectors to generate output’, and (4) Output layer (blue)

Apr 20

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Don’t Like AI? But You Might Be Feeding It!

Skin Pot Cooking Meat

Apr 8

View of robot next to human businessperson

Apr 8

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My Doctor Said: “You Could Die at Any Moment”

How I fought off the silent killer in my blood in 30 days

Dec 17, 2024

Miniature art installation: A grim reaper figure standing on colorful gummy candies, with a tiny person figure looking up

Dec 17, 2024

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The Parenting Portal

Trust Between Parent And Child In The Digital Age

A Mother’s Journey

Nov 28, 2024

Close-up view of a backlit laptop keyboard in dark setting, illuminated with dramatic gradient lighting in purple, orange and blue tones, creating a moody tech aesthetic

Nov 28, 2024

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Don’t Be a Spammer on Medium

The truth about fake engagement and the best way to engage

Nov 12, 2024

Multiple rows of SPAM meat product cans arranged in a grid pattern, creating a repetitive wall display. Each blue and yellow can shows the iconic SPAM branding and product image, emphasizing the overwhelming presence of identical items.

Nov 12, 2024

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Deep. Sweet. Valuable.

Colorless Dream

A migration story, not to judge but to understanding

Dec 11, 2024

A close-up of the American flag covered in snow, flying against a gray sky. The flag’s colors are muted by the snow, with a wooden railing visible in the background.

Dec 11, 2024

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Sense With Cents

The Convenience Trap

Life Lessons from a Washer-Dryer Combo

Nov 28, 2024

A Maytag coin-operated washing machine in a dimly lit laundry room, dramatically illuminated by natural light casting sharp diagonal shadows across its white surface, with a woven basket placed beneath it

Nov 28, 2024

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Why Earth Doesn’t Need Your Saving

Be a Respectful Tenant

Nov 18, 2024

A handwritten protest sign on cardboard displaying the message ‘ALL I’M ASKING FOR IS A LITTLE RESPECT — just a little bit-’, where the ‘O’ in ‘FOR’ is creatively replaced with an Earth illustration, decorated with two yellow flowers

Nov 18, 2024

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New Writers Welcome

The Last Thing I’ll Say About Medium’s Algorithm

How understanding distribution levels freed me from the daily posting trap

Nov 12, 2024

Complex but organized highway interchange system viewed from above, surrounded by autumn foliage, representing life’s crossroads and decision-making paths

Nov 12, 2024

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Medium’s Read Ratio: A Double-Edged Sword

Right goal, wrong metrics: The cost of flawed read-time calculations

Nov 8, 2024

Pebbles stacked balanced on the sand

Nov 8, 2024

Pham Duc Toan

Pham Duc Toan

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Family, strong bonds, and the perfect cup of coffee—that's my world. I'm sharing my experiences, the good, the challenging, and the deep thoughts.

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