#openledger $OPEN i’ve been thinking about something difficult in OpenLedger’s attribution system and it only really appears once models stop being static long enough for continuous fine-tuning to become normal
because attribution sounds much cleaner when the model itself is stable
you train once, register the DataNets, track inference influence, distribute rewards. the causal chain feels relatively contained.
but modern models dont stay frozen for very long.
they get updated, fine-tuned, re...
APTOS TOKENOMICS PROPOSALS PASS - HARD CAP OF 2.1 BILLION TOKENS
trade here $APT
{spot}(APTUSDT)
All three tokenomics proposals for the Aptos network have passed, including a hard cap supply of 2.1 billion tokens, staking rewards reduced from 5.19% to 2.6%, and a 10x increase in gas fees . The APT price remained relatively stable, rising 0.92% over the past 24 hours despite the significant changes.
Implications: The hard cap supply introduces scarcity to the Aptos ecosystem, while reduced ...
Community, $STORJ is showing clear weakness here….‼️
The earlier pump got completely sold into, the sell signal already appeared, and price keeps printing lower highs while drifting toward fresh lows.
Buyers lost momentum, sellers are still in control, and this looks more like a breakdown structure than a recovery setup right now. Weak longs could get trapped if support fails. 🔻🚨