Duc James

[Duc James @DucJamesn2ir]

@PerceptronNTWK tge

[Perceptron Network @PerceptronNTWK]

NVIDIA put $2B into Nebius. Michael Burry is now shorting the same stock.

If you're watching that trade, both bets are about compute. Neither is about where your data comes from.

Perceptron operates one layer down, collecting the kinds of data both sides are ignoring.

[Rose VK @enocbald19339]

Massive neural network models train faster through parallel processing across the Perceptron Network grid. Distributed node clusters handle billions of parameters efficiently across physical locations worldwide. @PerceptronNTWK #NodeAndProud

[Anna @radlvenn26068]

Mission-critical digital applications rely on Perceptron Network for non-stop backend computational uptime. Distributed physical hardware topology protects software services against centralized cloud network outages. @PerceptronNTWK #NodeAndProud

[Duc James @DucJamesn2ir]

Mitigating regional internet disruption risks, Perceptron Network routes tasks dynamically across global nodes. Software applications remain fully operational despite localized infrastructure hardware failures.@PerceptronNTWK #NodeAndProud

[Duc James @DucJamesn2ir]

Amplifying computing capabilities globally, Perceptron Network unifies scattered physical edge devices. Aggregated computational strength resolves intricate scientific simulations and deep machine learning workloads rapidly. @PerceptronNTWK #NodeAndProud

[Duc James @DucJamesn2ir]

@PerceptronNTWK oiky

[Perceptron Network @PerceptronNTWK]

The world's stock of high-quality public text sits at roughly 300 trillion tokens.
Stanford's 2026 AI Index says models could exhaust it by 2032.

Perceptron's 800K+ nodes generate fresh real-world data daily, a supply that keeps replenishing itself.

[Duc James @DucJamesn2ir]

ok

[Elon Musk @elonmusk]

Half price Starlink for anyone in the neighborhood of Starbase Louisiana

[Duc James @DucJamesn2ir]

@PerceptronNTWK @OpenAI wen?

[Duc James @DucJamesn2ir]

@PerceptronNTWK @OpenAI tge?

[Duc James @DucJamesn2ir]

@PerceptronNTWK @OpenAI wen?

[Perceptron Network @PerceptronNTWK]

.@OpenAI just signed a $250M, five-year deal with News Corp for licensed text data.
That's the price of one publisher's archive, once.

Perceptron's node network generates live data every day, without an expiring contract.

[Duc James @DucJamesn2ir]

haha

[Shibetoshi Nakamoto @BillyM2k]

if a robot learned to run like this then it’s probably the way we all should run

[Perceptron Network @PerceptronNTWK]

We're thrilled to announce that Perceptron has closed a $6.5M strategic round.

Centralized scraping is hitting diminishing returns on cost and quality. Closed data partnerships are out of reach for most AI teams. The real bottleneck for AI right now sits at the data layer.

Perceptron compresses global data collection into one mesh: idle bandwidth, unique datasets, and domain expertise from a network already live across 800K+ nodes in 150+ countries, with 300K+ daily active contributors.

This round funds our data-questing platform, letting AI companies commission specific, high-value datasets directly from that network and cutting the timeline from request to delivered dataset down to days.

The network continues to expand.
Join us.
→ https://t.co/nXcXB5JrxY

[Duc James @DucJamesn2ir]

@elonmusk @bot good

[Elon Musk @elonmusk]

Grok @Bot ported Doom to a new device in 10 mins