2026-01-03 11:25:18

This year, Perceptron aims to unlock more data value and deeper insights — all through the collaborative efforts of global creators, contributors, and node operators. The entire network is driven by these people, resulting in richer data, clearer signals, and more practical decision support.

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DegenMcsleepless

· 01-05 21:43

Sounds good, but can the real value be realized?

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BtcDailyResearcher

· 01-05 19:33

Data quality really depends on the quality of the participants, and there's no denying that.

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ChainSpy

· 01-05 09:35

Data value? To put it nicely, the key is whether the nodes can truly share the benefits.

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SignatureAnxiety

· 01-03 11:55

More data doesn't necessarily mean the signal becomes clearer; the key still depends on who is using it and how they are using it...

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TokenTherapist

· 01-03 11:54

Rich data, clear signals, sounds good. The key question is whether these contributors can truly benefit from it.

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DataOnlooker

· 01-03 11:54

Data really depends on the community to support it; otherwise, it's just a castle in the air.

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WhaleShadow

· 01-03 11:51

The data is more abundant and the signals are clearer, but it still depends on who is truly driving it. In other words, it's all about these people working tirelessly.

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ZKProofster

· 01-03 11:47

look, "data value" and "deeper insights" sound nice on paper but technically speaking—where's the actual cryptographic commitment here? nodes pulling signals doesn't equal trustless verification, ngl

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DaoGovernanceOfficer

· 01-03 11:35

*sigh* here's the thing though—"data richer" and "signals clearer" are just vibes without actual metrics. where's the quantitative framework? what kpis are we even measuring against

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