7+ hour, 34+ min ago  (1283+ words) Original authors: Malika Aubakirova, Matt Bornstein, a16z crypto Original translation: Deep Tide Tech Flow Before defending parametric learning (i. e. , learning to update model weights), it's necessary to acknowledge the fact that contextual learning does indeed work. And there's a strong argument that…...

1+ mon, 1+ week ago  (639+ words) After the first article in this battle of wits, "Turn the Mini Max into a 'Free Claude'," was published, many brothers and sisters asked me, "What happened next? Did the lobster really get smarter?" To be honest, I almost gave…...

1+ mon, 3+ week ago  (378+ words) Arena simulates the real chaos of enterprise workflows: incomplete information, lengthy contexts, ambiguous instructions, and conflicting sources. Arena doesn't just judge whether the agent provides the "correct answer," but records the complete reasoning trace so that engineering teams can pinpoint…...

1+ mon, 3+ week ago  (976+ words) Compiled by: Deep Tide Tech Flow The full text is as follows: This report surveys a comprehensive overview of autonomous products that support retail users' participation in decentralized finance (De Fi). As before, we have established strict selection criteria: projects…...

2+ mon, 1+ week ago  (292+ words) PANews Gradient releases Echo-2 RL framework, improving AI research efficiency by more than 10 times. - The Echo-2 framework reduces reinforcement learning post-training costs for large models by 10 times, improving research efficiency by 10. 6x. - In benchmark tests on the DAPO-17k dataset, training time…...

3+ mon, 1+ week ago  (679+ words) The Liberman brothers, founders of Gonka. ai, warn of an impending "era of 10 billion robots," where AI-powered physical doppelgangers will shatter current economic and social structures. They argue centralized AI giants are creating "generative monopolies" that will control future digital…...