sbagencyLLM on FPGA // why? cybersecurityFPGA is the most advanced hw cybersec technology, LLMs are the new processors of the future2d ago2d ago
sbagencyFuture of AI // techno dystopia/utopia or something in betweenBuilding fully autonomous self-driving cars is still a big challenge, when AGI is much spoken at the same timeSep 5Sep 5
sbagencyKnowledge graphs // AI reasoning improvedKnowledge graphs as triplets (object_1, relation, object_2) result in reduced or lost information, KGS == some facts, no context, no…Sep 4Sep 4
sbagencyLLMs Alignment, Fine-tuning, RAG // most popular techniquesThere are some controversial questions without a clear answer, with many options to consider.Sep 1Sep 1
sbagencyNext-gen AI must excel in math, reasoning, planning, etc. // System 2 cognitive functionsCurrent AI systems can reproduce (approximate) known sequences, but they are unable to synthesize entirely new knowledgeAug 28Aug 28
sbagencyMVPs don’t work // create solutions instead // demoThere are too many products around, MVPs aren’t competitive.Aug 25Aug 25
sbagencyAI accelerators // specialized hardware chipsGPUs are the most common hardware platform today, but they are hitting a wall. We need new architectures for NNs, transformers, etc.Aug 24Aug 24
sbagencyNewer push or kick robots // when they become super intelligent…A Joke, but actually incredible progress in mechanics…Aug 23Aug 23
sbagencyIs RAG commoditized? What after? -AgentsRAG isn’t perfect solution, but there is not so much optionsAug 22Aug 22
sbagencyAutonomy is a key component of intelligence // towards autonomous systemsCurrent AI computing systems can emulate autonomy, and LLMs in loop systems can engage in endless conversations. While this may not be…Aug 21Aug 21
