The Bitter Lesson in AI... скачать в хорошем качестве

The Bitter Lesson in AI...

In this video, we talk about "The bitter lesson",a term coined by Richard Sutton, a prominent figure in the field of reinforcement learning and artificial intelligence. Sutton argued that the history of AI research teaches a hard truth: when it comes to creating genuinely intelligent systems, the key isn’t about crafting perfect, human-like rules, but, instead, it’s about harnessing the power of computation and leveraging the great power of general purpose methods, which are methods that continue to scale with increased computation. References ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ "The Bitter Lesson" blogpost: http://www.incompleteideas.net/IncIde... Related Videos ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Chain-of-Verification (COVE) Reduces Hallucination in Large Language Models:    • Chain-of-Verification (COVE) Reduces Hallu...   Why Language Models Hallucinate:    • Why LLMs Hallucinate   Transformer Self-Attention Mechanism Explained:    • Transformer Self-Attention Mechanism Visua...   Jailbroken: How Does LLM Safety Training Fail? - Paper Explained:    • Jailbroken: How Does LLM Safety Training F...   How to Fine-tune Large Language Models Like ChatGPT with Low-Rank Adaptation (LoRA):    • Low-Rank Adaptation (LoRA) Explained   Multi-Head Attention (MHA), Multi-Query Attention (MQA), Grouped Query Attention (GQA) Explained:    • Multi-Head Attention (MHA), Multi-Query At...   LLM Prompt Engineering with Random Sampling: Temperature, Top-k, Top-p:    • LLM Prompt Engineering with Random Samplin...   Contents ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 00:00 - Intro 02:11 - The Bitter Lesson: the first idea 02:46 - Example 1: Chess 03:54 - Example 2: Speech Recongition 05:04 - Example 3: AlphaGo 05:25 - Example 4: LLMs 06:44 - The Bitter Lesson: the second idea 07:54 - Outro Follow Me ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 🐦 Twitter: @datamlistic   / datamlistic   📸 Instagram: @datamlistic   / datamlistic   📱 TikTok: @datamlistic   / datamlistic   Channel Support ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ The best way to support the channel is to share the content. ;) If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary) ► Patreon:   / datamlistic   ► Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq ► Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281 ► Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5 ► Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a #thebitterlesson #education #machinelearning #artificialintelligence #deeplearning