Probabilistic Graphical Models Koller - Search Videos

Reminder that after fundamentally reinventing how to use transistors, a whole new computing architecture, novel probabilistic programming frameworks, new model architectures, designing whole board and exterior, we are shipping our XTR-0 devices.

Reminder that after fundamentally reinventing how to use transistors, a …

52.9K views1 week ago

x.comBeff (e/acc)

Diffusion models already define probability distributions over actions so it makes a lot of sense to use those distributions with steering to improve RL. Cool idea and paper

Diffusion models already define probability distributions over actions …

64.3K views3 weeks ago

x.comChris Paxton

Mixture-of-Agents! 🧑‍🍳From @NousResearch:====="Mixture of Agents combines the models you can access into one. [...] The reference models answer in parallel. Your aggregator reads their responses and runs the task, calling tools and repeating the loop as needed."=====I think this looks really awesome! I am super excited about the multi model systems we are building at Weaviate. 🧬This emerging sample-and-judge pattern is incredibly powerful. I also like Perplexity's Model Council as an example

Mixture-of-Agents! 🧑‍🍳From @NousResearch:====="Mixture of A…

1.8M views1 week ago

x.comConnor Shorten

An AI lab says it beat the two best models on the planet. The exam it used as proof has not been released, and the same lab wrote it.They used a technique called Mixture of Agents. Several LLMs answer the same prompt in parallel, then an aggregator model reads every answer and writes a synthesized one on top. Together AI's original version scored 65.1% on AlpacaEval 2.0 against GPT-4o's 57.5%, using only open models. The method is real and the lift is real.The ceiling is the part that gets skipp

An AI lab says it beat the two best models on the planet. The exam it us…

1.8M views1 week ago

x.comAakash Gupta

The agentic AI market is exploding.New research projects the AI agent market will grow from just $8 billion today to nearly $300 billion annually by 2035.But, as AI agents become more powerful, one major limitation remains: Memory.Today's AI agents can reason, code, and write, but they still struggle to remember information across sessions and understand relationships between data.A new category of infrastructure companies is now emerging to solve this problem.The next race in AI may not just be

The agentic AI market is exploding.New research projects the …

830.8K views1 week ago

x.comThe Kobeissi Letter

PROBABILITY OF EXCEEDING ONE INCH OF RAINFALL THIS WEEKEND

PROBABILITY OF EXCEEDING ONE INCH OF RAINFALL THIS WEEKEND

catcountry1063fm.com

Cline just dropped a banger.🤯🤯They are giving access to the best open-weight models in the world for $9.99 a month. The cost is 2 to 5x cheaper than standard API pricing.Here is why this matters.If you use AI coding agents, you know the pain. GLM 5.2 is on Z. ai. DeepSeek V4 is on DeepSeek's platform. Kimi K2.7 Code is on Moonshot AI. Qwen 3.7 is on Alibaba Cloud. MiniMax M3 is on MiniMax.Five different providers. Five different accounts. Five different API keys. Five different billing dashboa

Cline just dropped a banger.🤯🤯They are giving access to the best open-weigh…

1M views1 week ago

Dario Amodei ran the team that built GPT-2 and GPT-3 and co-invented a …

531.3K views1 week ago

x.comAnish Moonka

Palantir CEO Alex Karp doesn't mince his words.The frontier AI labs — mea…

4.4M views4 weeks ago

x.comKeith Fitz-Gerald

Claude Tag is turning your company's context into vendor lock-in and it loo…

18.9M views2 weeks ago

x.comMark Ajzenstadt

Ada fitur baru Claude dari Anthropic yg disebut "Claude Tag".Claude sekar…

7.5M views2 weeks ago

x.com𝙰𝚛𝚢 𝙷𝙷

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