John(❖,❖)

Army

[John(❖,❖) @JohnTally99]

@PerceptronNTWK Early narratives around AI often focused on automation

[Perceptron Network @PerceptronNTWK]

https://t.co/9qx8R18oZD

[John(❖,❖) @JohnTally99]

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[John(❖,❖) @JohnTally99]

@PerceptronNTWK the timing on this is perfect

[Perceptron Network @PerceptronNTWK]

AI companies are burning billions on data. You're sitting on the solution.

Put your unused bandwidth to work. Run a node. Get rewarded.

Perceptron is expanding.
Join the rewards program ⚡️
https://t.co/WY320X1gc8

[John(❖,❖) @JohnTally99]

@ZKVProtocol Imagine buying concert tickets where you prove you are a unique, real human fan without giving up your identity to scalper bots. ZK solves this instantly, but verifying millions of fans globally requires insane scale. Bullish on the tech!

[zk V e r i f y @ZKVProtocol]

🗳️ Voting systems rely on trust.

Trust that ballots stay private.
Trust that votes are counted correctly.
Trust that results weren’t changed.

But trust is fragile.

@veravote_org is building a different model: private ballots with publicly verifiable results, powered by zkVerify.

A 🧵...

[John(❖,❖) @JohnTally99]

@PerleLabs Left

The real London Eye capsules sit within circular motorized mounting rings that keep them perfectly horizontal (level with the ground) as the massive wheel rotates. The AI completely omitted this mechanical necessity, making the pods look as though they are rigidly glued

[John(❖,❖) @JohnTally99]

@PerleLabs Left

Look closely at the mouth (the bottom opening) of the balloon where the burner is actively firing. The fabric demonstrates true-to-life translucency. The intense fire illuminates the lower panels from the inside out, and the light diffuses upward naturally

[John(❖,❖) @JohnTally99]

@PerleLabs Right

The focal plane is physically consistent. The car and the wall immediately behind it are in relatively sharp focus because they are on a similar plane of depth. The ground in the extreme foreground is slightly blurred in a way that matches the lens's aperture (f-stop).

[John(❖,❖) @JohnTally99]

Testing my luck with Perle of Fortune: Year of the Horse 🧧

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Passive Buff: Fortune Pull (+55x) 💰

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[John(❖,❖) @JohnTally99]

@PerleLabs Right

The way the sun glints off the parked cars and the window glass on the hillside follows a single, consistent light source (the sun). These "specular highlights" are sharp and logically placed based on the 3D geometry of the town.

[John(❖,❖) @JohnTally99]

@PerleLabs left

The image on the right appears to have a "plastic" smoothness, devoid of sensor noise, which is a common characteristic of AI-generated images that are rendered rather than captured.

[John(❖,❖) @JohnTally99]

@PerleLabs left

Check the contact shadow where the orange meets the table. It is somewhat soft and disconnected, creating a subtle "floating" effect. A real orange of that weight would sit heavier on the surface, creating a sharper, darker occlusion shadow at the immediate point of contact

[John(❖,❖) @JohnTally99]

Run the privacy layer with $AZTEC.

@aztecnetwork single-handedly built the modern stack for privacy. every team building with privacy today is already running on Aztec's technology.

$AZTEC TGE 2/12

https://t.co/VabaZyQScA

[zk V e r i f y @ZKVProtocol]

Open source AI needs more than code. It needs trust.

Excited to see our own @aurobindo_arman moderating this panel on privacy, security, and what it really takes to deploy open AI systems in the wild.

If you care about where this space is going, this is one to checkout↴

[John(❖,❖) @JohnTally99]

@PerleLabs AI

Inspect the deer’s antlers closely. They do not have a distinct, logical structure. Instead, the tips of the antlers blur and "morph" directly into the tree branches behind them. AI models often struggle to separate fine, overlapping details like this.