Just ran @EdgenTech's Portfolio view on a noisy midcap. Exposures by sector, correlation risk, and sentiment shifts the why behind moves is visible. #Trading $APEX
GM fam, tried agent Edggy for the first time @EdgenTech: linked 8 assets, real-time sentiment now a living chart. 10-sec reports, market outlook. #EdgenTech $AAVE
Just ran a quick test with @cysic_xyz it turns onchain work from guesswork to confident steps, a real backbone for AI + DeFi. Stayed curious, what are you testing first?
Why Real-User Data Matters More Than Bigger Models?
AI doesn’t get smarter just by adding more parameters. It gets smarter by learning from real humans.
Real users → real signals → real alignment.
As models plateau in size, data quality becomes the true frontier. Real-user data unlocks better alignment, richer reasoning, and more resilient behavior than parameter scaling alone.
Bigger models help — but better data defines the next era of AI.
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Story time: tried Brevis ZK. Old proofs were gas-heavy and slow. Brevis ProverNet unlocks chain history with L1 security; proofs in seconds, near zero cost @brevis_zk#BREVIS $BREV