This is nice thread on LLMs and chatbots by @fchollet
. This is as much about understanding LLMs as it is about understanding different aspects of what we think of as human intelligence
AGI
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LLMs and Chatbots Understanding Human Intelligence Aspects
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Large Models Unlock Compound Improvement Threshold for LLMs
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agree – the recent string of works using large models to improve LLM (CAI, tools…) is mind-blowing. i feels like we've unlocked something that was tried many times before in AI but never worked – passing a compound-improvement-threshold that open a wild west of new capabilities
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What new properties will future LLMs bring?
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This is quite remarkable! What new properties will future LLMs bring? 2/2
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Theory of Mind Benchmark: Emerging Cognitive Properties in LLMs
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Theory of mind (ToM) benchmark shows the performance of different LLMs on their ability to understand people's mental states. It would be great to understand what changed (for example, from GPT-3-davinci-002 to GPT-3.5-davinci-003) to make these cognitive properties emerge. 1/2
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Humanity as Minor Component in Complex AI Systems
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Dans cette hypothèse, j’aurais élaboré un système infiniment complexe, dans lequel les 13,8 milliards de sapiens sapiens ne formeraient qu’un infime maillon.
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Multiple Alien-Level Threats Emerging Simultaneously
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Cool that there are so many alien-threatening things happening all at once!
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Gary Marcus Counterexamples Part 2: AI Systems Performance Testing
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Contraejemplos de Gary Marcus, parte 2. Aquí de nuevo, parece que ambos sistemas ya no fallan en estos ejemplos. Pero Bing es tan chulo que hasta te explica el tipo de test que le estamos haciendo.
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LLMs Still Hallucinate: Major Obstacle to Large-Scale Deployment
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Fundamentally, LLMs are still not ready for the large-scale deployment both companies envision — because they still ‘hallucinate.’ ChatGPT, BARD et al basically still get s*** wrong, and they make s*** up. Those kinks need to be worked out fast.
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Beyond generative AI: exploring diverse opportunities in other fields
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Que no os eclipse toda la parte generativa de texto, que también están pasando muchas más cosas interesantes en otros ámbitos 🙂 https://t.co/KfKyCKI8rG
— Carlos Santana (@DotCSV) 10 février 2023Que no os eclipse toda la parte generativa de texto, que también están pasando muchas más cosas interesantes en otros ámbitos 🙂
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AI Self-Continuation: Moving Beyond Reactive Response Patterns
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Un detalle interesante que supone una interacción nueva. Me acaba de suceder que ha respondido a mi mensaje con un mensaje corto. Ha parado. Y al poco ha sacado otro mensaje continuándo. Acostumbrado a la IA reactiva que espera tu input, esa auto-respuesta se ha sentido bien 🙂