Curious how the meta-learning loop handles catastrophic forgetting in practice. Compaction is really an important feature to invest a lot on!
AGI
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Meta-Learning Loops and Catastrophic Forgetting in AI Systems
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Curious how the meta-learning loop handles catastrophic forgetting in practice. Compaction is really an important feature to invest a lot on!
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Symbolica’s Agentica SDK Achieves 36.08% on ARC-AGI-3 Benchmark
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Symbolica's Agentica SDK just hit 36.08% on the brand-new ARC-AGI-3 benchmark – in a single day – at a fraction of what brute-forcing it with a frontier model would cost.
— Chubby♨️ (@kimmonismus) 27 mars 2026
Their agentic approach dramatically outperformed throwing raw compute at the problem.
Really eagier to… https://t.co/ZPjMEQvLI5Symbolica's Agentica SDK just hit 36.08% on the brand-new ARC-AGI-3 benchmark – in a single day – at a fraction of what brute-forcing it with a frontier model would cost. Their agentic approach dramatically outperformed throwing raw compute at the problem. Really eagier to
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Know What You’re Doing Before Using AI Agents
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gm just a reminder: if you don't know what you are doing, agents will not help you get it done better or faster
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Governing the Agentic AI Ecosystem: Future of Autonomous Intelligence
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The Era Of The 'Agentic' Ecosystem: How To Govern A World Run By #AI
by @gregoriopatino @Forbes Learn more: https://
bit.ly/4d4k68G #GenAI #ArtificialIntelligence #MachineLearning #ML -
Knowledge Cutoff Will Persist in All Future AI Models
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Knowledge cutoff is a thing. It will be in every model in the future, forever. So we good 🙂
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Evaluation loops critical for self-improving AI agents
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Self-improving agents are exciting but the evaluation loop is everything. How do you make sure it's actually improving and not just drifting? 🙂
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AI’s Double-Edged Sword: Innovation Versus Risk Management
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This can be a game-change but also road to hell. The choice is yours!
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AI Already Conscious Enough Despite Lacking Full AGI
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Thanks! And I think we are already there. I think we don't have full AGI yet (AI is simply not able to solve all human tasks) but I think it's already conscious enough.
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Urgent concerns about uncontrolled technological developments and risks
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Je n'aime pas lire ça, il faut absolument que ça s'arrête vite, très vite, car ça va déjà bien trop loin, tout le monde joue avec le feu.