cộng đồng - RootData

Tycz

TOP1

PrismaX is tackling one of the biggest bottlenecks in AI development—quality data. Its Proof-of-View mechanism filters out low-effort or AI-generated spam, pushing for truly diverse and valuable human-generated datasets. Using tools like CLIP aesthetic scoring to evaluate content is a clever way to maintain standards at scale. If they can continue to attract contributors and scale their data across modalities, PrismaX could become foundational infrastructure for the next wave of generative models. Backing from a16z CSX also signals strong early confidence.

PrismaX

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Eqazxa

TOP2

PrismaX directly targets one of the biggest bottlenecks in AI: high-quality data scarcity. Its Proof-of-View mechanism smartly filters out low-value or AI-generated content, and the integration of CLIP aesthetic scoring adds a layer of automation to maintain standards. By rewarding users based on contribution diversity and quality, it creates a strong incentive loop. While still early, the concept of aligning data validation with user incentives could make PrismaX a critical player in the generative AI infrastructure space. Curious to track future funding rounds and how the team scales dataset volume and quality across modalities.

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Niloy

TOP3

PrismaX is tackling the core data challenge in AI — scarcity and quality. Its Proof-of-View model filters out low-quality and repetitive content, ensuring datasets remain diverse and valuable. Backed by mechanisms like CLIP scoring and contributor rewards, the platform aligns incentives for quality input. Early traction on RootData’s Hot List signals growing interest. With its fresh launch, PrismaX could become foundational for next-gen AI data pipelines.

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Explorer

PrismaX is what the AI data economy has been waiting for. With generative models hungry for high-quality training data, PrismaX is leading the charge by solving the biggest bottleneck: data scarcity and quality assurance. Its Proof-of-View mechanism is a game-changer as it filters out spam, AI-generated junk, and duplicates, while rewarding contributors for diverse, authentic, high-quality content. PrismaX is building a decentralized, scalable data layer for the future of AI.

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@odfktdm7

根本连不上服务器

PrismaX

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@9e58cb6c994

Symbolic and Volt both have solid ops support chops. If PrismaX nails the tech, these guys can help scale it fast. If they don’t… well, at least the pitch deck was pretty.

PrismaX

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@h6jgi8dg5a8

Virtuals Protocol in the cap table is interesting. Maybe PrismaX’s future isn’t just about data collection but owning the pipes for feeding synthetic humans in metaverses. Could get weird real fast.

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@bb72ee9311h

a16z CSX leading makes sense—they love “infrastructure” plays with platform potential. Whether this ends up being Infra or just another data farm is still up in the air.

PrismaX

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@46i9c1ci3c8

LFG I guess—CLIP aesthetic scoring and PoV filters feel kinda overengineered though. Let’s see if it actually stops the flood of mid AI trash or just creates a new way to game the system.

PrismaX

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@2g9e82039ae

11M seed for solving “data scarcity” in gen AI? Not saying it's not a real problem, but sounds like one of those things VCs love to hear when they’ve already got bets on downstream LLM plays.

PrismaX

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