Загрузка видео...

Не удалось загрузить видео

Возникла проблема при загрузке этого видео. Это может быть связано с временными проблемами сети или видео может быть недоступно.

На главную

Memory on the harness level after 2 years... i've started writing blogs again! In this post, I dive _very_ deep into the different ways to compose and add memory to the harness for various different use cases. it's interactive. it's fun. you can listen to it too!

Dhravya Shah

60,464 subscribers

20,621 просмотров • 1 месяц назад •via X (Twitter)

Anya Rossi• Live Now

Private livecam show

Комментарии: 0

Нет доступных комментариев

Здесь появятся комментарии из оригинального поста

Похожие видео

“Guilt is a strong theme throughout SILENT HILL's many stories, and I wanted to dive deeper into the various different ways that guilt can manifest where it comes from, what it can do to people, and how, if you can, come to accept or resolve it.” The development team shares this and other thoughts on SILENT HILL: Townfall: Add to your wishlist: #SILENTHILL #Townfall

“Guilt is a strong theme throughout SILENT HILL's many stories, and I wanted to dive deeper into the various different ways that guilt can manifest where it comes from, what it can do to people, and how, if you can, come to accept or resolve it.” The development team shares this and other thoughts on SILENT HILL: Townfall: Add to your wishlist: #SILENTHILL #Townfall

Silent Hill Official

34,364 просмотров • 4 месяцев назад

It's over for Anthropic… They lost the $200M Pentagon contract to OpenAI. Then Claude hit #1 on the App Store... and gave memory to free users. Different game. Different win.

It's over for Anthropic… They lost the $200M Pentagon contract to OpenAI. Then Claude hit #1 on the App Store... and gave memory to free users. Different game. Different win.

Min Choi

451,923 просмотров • 4 месяцев назад

Day 14/90 of Inference Engineering I didn't finish the MNIST in CUDA project today, which made me hesitant to post since I didn't want to put out some slop. But in the spirit of being consistent and showing up, here's a concept I've revisited today now that I've started writing CUDA again. This is an animation on the CUDA memory life cycle. Generally speaking, when writing CUDA, memory management goes through the following stages: 1. Allocate memory on the host 2.Initialize / populate the memory 3.Allocate device memory 4.Copy host data to the device 5. Launch the kernel 6. Copy device data back to the host 7. Free the memory - On a brief reflection, I'm starting to write the matmul kernels in CUDA instead of in C. So this in itself is another paradigm shift in thinking. Excited to hone my technique over the coming week. I'll update you guys when I've completed the project; otherwise I'll just make a post like usual on what I've learned during the day!

Day 14/90 of Inference Engineering I didn't finish the MNIST in CUDA project today, which made me hesitant to post since I didn't want to put out some slop. But in the spirit of being consistent and showing up, here's a concept I've revisited today now that I've started writing CUDA again. This is an animation on the CUDA memory life cycle. Generally speaking, when writing CUDA, memory management goes through the following stages: 1. Allocate memory on the host 2.Initialize / populate the memory 3.Allocate device memory 4.Copy host data to the device 5. Launch the kernel 6. Copy device data back to the host 7. Free the memory - On a brief reflection, I'm starting to write the matmul kernels in CUDA instead of in C. So this in itself is another paradigm shift in thinking. Excited to hone my technique over the coming week. I'll update you guys when I've completed the project; otherwise I'll just make a post like usual on what I've learned during the day!

max fu

41,020 просмотров • 5 дней назад

introducing OpenBench v1, an open framework for measuring AI performance and efficiency for your codebase and use case. Companies are realizing that you can't simply tokenmaxx, and are frantically looking for better ways to use and measure AI use and efficiency. One approach is evidenced by the rise in model routers: OpenRouter, Cloudflare, Databricks, Vercel, and now Ramp to name a few. But they'll also need the ability to evaluate how agents are performing in their actual use cases and codebase. A good example is DoorDash's recent evals on their codebase and prs. This will become even more important as companies explore different model + harness combinations. OpenBench will be built to this direction, focusing on the cross between correctness vs efficiency in both token use and latency. Starting off, OpenBench makes it easy for anyone to add to the task set, and run a variety of harness + models. The framework also makes it easy to add any custom harness variant, for example I've been testing codex variants with ablations against the stock codex harness. OpenBench will also have tooling to help with discovering/adding reliable tasks from your repo. Today I have integrated harnesses: codex, claude, cursor, devin, grok build, pi, and eval'ed them for different models like gpt 5.6-sol, GLM 5.2, Kimi K3, Grok 4.5, etc. measuring correctness %, token use (in/out/cache), and latency.

introducing OpenBench v1, an open framework for measuring AI performance and efficiency for your codebase and use case. Companies are realizing that you can't simply tokenmaxx, and are frantically looking for better ways to use and measure AI use and efficiency. One approach is evidenced by the rise in model routers: OpenRouter, Cloudflare, Databricks, Vercel, and now Ramp to name a few. But they'll also need the ability to evaluate how agents are performing in their actual use cases and codebase. A good example is DoorDash's recent evals on their codebase and prs. This will become even more important as companies explore different model + harness combinations. OpenBench will be built to this direction, focusing on the cross between correctness vs efficiency in both token use and latency. Starting off, OpenBench makes it easy for anyone to add to the task set, and run a variety of harness + models. The framework also makes it easy to add any custom harness variant, for example I've been testing codex variants with ablations against the stock codex harness. OpenBench will also have tooling to help with discovering/adding reliable tasks from your repo. Today I have integrated harnesses: codex, claude, cursor, devin, grok build, pi, and eval'ed them for different models like gpt 5.6-sol, GLM 5.2, Kimi K3, Grok 4.5, etc. measuring correctness %, token use (in/out/cache), and latency.

Matthew Lam

113,816 просмотров • 4 дней назад

Wow. This is the coolest AI tool I've ever used It's an AI that can take ANY post you've ever put out and turn it into hundreds of different pieces of content instantly You'll never run out of content again Put in a single post and you can turn it into: • Video scripts • Long form posts • Blog posts • Articles • Short form posts It's actually mind blowing. On top of that you can use the AI to repurpose the content as different people on X Choose an ANY account on X then hit repurpose, the AI will write the post AS THAT person I've been writing some posts as Trump lately and they're fire You can find inspiration accounts and start creating content just like them So sick O forgot to mention: I built the tool myself It's called Creator Buddy and it's the single greatest AI content creation tool of all time This is one of 8 different AI content tools built in that will help you: • Increase your following • Explode your engagement • Get paid more on X It launches THURSDAY JANUARY 23rd! Hit the link in the bio to get more details and get notified when it releases Right now over 100 people are beta testing it and the feedback and growth has been insane The best part is, it's not just a super tool, it's also an exclusive community. I'll be meeting with members every single week! Can't wait for you to use it!

Wow. This is the coolest AI tool I've ever used It's an AI that can take ANY post you've ever put out and turn it into hundreds of different pieces of content instantly You'll never run out of content again Put in a single post and you can turn it into: • Video scripts • Long form posts • Blog posts • Articles • Short form posts It's actually mind blowing. On top of that you can use the AI to repurpose the content as different people on X Choose an ANY account on X then hit repurpose, the AI will write the post AS THAT person I've been writing some posts as Trump lately and they're fire You can find inspiration accounts and start creating content just like them So sick O forgot to mention: I built the tool myself It's called Creator Buddy and it's the single greatest AI content creation tool of all time This is one of 8 different AI content tools built in that will help you: • Increase your following • Explode your engagement • Get paid more on X It launches THURSDAY JANUARY 23rd! Hit the link in the bio to get more details and get notified when it releases Right now over 100 people are beta testing it and the feedback and growth has been insane The best part is, it's not just a super tool, it's also an exclusive community. I'll be meeting with members every single week! Can't wait for you to use it!

Alex Finn

15,357 просмотров • 1 год назад

$ChatGPT 5.6 is the greatest technology I've ever used I've been testing it in early access and I can confidently say it's as smart as Fable for a fraction of the price It's harness is also 100x better Here's everything you need to know about getting the most out of ChatGPT 5.6$

ChatGPT 5.6 is the greatest technology I've ever used I've been testing it in early access and I can confidently say it's as smart as Fable for a fraction of the price It's harness is also 100x better Here's everything you need to know about getting the most out of ChatGPT 5.6

Alex Finn

106,660 просмотров • 16 дней назад

i wish i could erase my memory and listen to this song for the first time again

i wish i could erase my memory and listen to this song for the first time again

⚝

41,520 просмотров • 1 год назад

We've got a few abstractions in Remix 3 and I've been building this menu to find the right balance between them all. I think I've found it. It's super fun, I hope the learning curve is small for others, it's a bit different than what you might be used to I'm hyped for October!

We've got a few abstractions in Remix 3 and I've been building this menu to find the right balance between them all. I think I've found it. It's super fun, I hope the learning curve is small for others, it's a bit different than what you might be used to I'm hyped for October!

Ryan Florence

12,005 просмотров • 11 месяцев назад

Instead, create a system for repetitive learning. Find ways to expose yourself to the same info repeatedly until it's ingrained in your memory. Doing this makes the new information second nature to you, up to the point where you can visualize it in your sleep.

Instead, create a system for repetitive learning. Find ways to expose yourself to the same info repeatedly until it's ingrained in your memory. Doing this makes the new information second nature to you, up to the point where you can visualize it in your sleep.

EDDIE CHENG

70,236 просмотров • 2 лет назад

9 DIFFERENT TYPE OF ORGASM‼️ Sexual energy is one of the most powerful energies in the universe. Learn how to harness and use it to your advantage. © elisabethicarson

Sensitive content

9 DIFFERENT TYPE OF ORGASM‼️ Sexual energy is one of the most powerful energies in the universe. Learn how to harness and use it to your advantage. © elisabethicarson

🧬Maxpein🧬

411,034 просмотров • 1 год назад

fastest leverless on the market by far. Inputs feel very different you need to adapt your timings, because the diff is huge... i need to build new muscle memory to use that. i will never go back to something else after this ^^

fastest leverless on the market by far. Inputs feel very different you need to adapt your timings, because the diff is huge... i need to build new muscle memory to use that. i will never go back to something else after this ^^

Warning (POSITIVE ARC)

31,283 просмотров • 1 месяц назад

I hope you enjoy this little clip of the live version of my new song Colony VI ❤️ I've been performing it for years on stream, so hopefully it's a fun memory for the regulars (or a preview for new folks)~😊 I'm SO excited for you all to hear the fully produced version on 3/16!

I hope you enjoy this little clip of the live version of my new song Colony VI ❤️ I've been performing it for years on stream, so hopefully it's a fun memory for the regulars (or a preview for new folks)~😊 I'm SO excited for you all to hear the fully produced version on 3/16!

Laura Shigihara (鴫原ローラ ) 🍰🧋

40,918 просмотров • 4 месяцев назад

"Best T4G Memory?" From my conversation on the Room For Nuance Podcast podcast. You can listen to it in full at the link:

"Best T4G Memory?" From my conversation on the Room For Nuance Podcast podcast. You can listen to it in full at the link:

Albert Mohler

11,213 просмотров • 1 год назад

Chase Hughes just revealed a wild way to edit traumatic memories using hypnosis on the Joe Rogan Experience. HUGHES: “I figured out a way to edit memory… I can take you back and change your perspective on trauma.” “You go back to that event when you got kicked in the nuts and everybody laughed at you in elementary school… and you can reprocess that memory in a very short amount of time as an adult with the perspective of an adult.” “Instead of modifying the memory like ‘oh that never happened’ — the memory stays. The perspective changes.” “And it’s exactly what psychedelics do. This massive perspective shift on memory… their whole life can be different after that day.” He says he’s done this hundreds of times and it creates real downstream effects.

Chase Hughes just revealed a wild way to edit traumatic memories using hypnosis on the Joe Rogan Experience. HUGHES: “I figured out a way to edit memory… I can take you back and change your perspective on trauma.” “You go back to that event when you got kicked in the nuts and everybody laughed at you in elementary school… and you can reprocess that memory in a very short amount of time as an adult with the perspective of an adult.” “Instead of modifying the memory like ‘oh that never happened’ — the memory stays. The perspective changes.” “And it’s exactly what psychedelics do. This massive perspective shift on memory… their whole life can be different after that day.” He says he’s done this hundreds of times and it creates real downstream effects.

Defiant Ghost

26,912 просмотров • 1 месяц назад

Two years ago i started design a name card box . And this is the final version , that can stores 80+ cards and easily draw out . You also can store others card on the top. I learn alot in this project, it's quite a memory.

Two years ago i started design a name card box . And this is the final version , that can stores 80+ cards and easily draw out . You also can store others card on the top. I learn alot in this project, it's quite a memory.

Rexery➡️UTFG C03,C04

16,669 просмотров • 5 месяцев назад

🗣️ Eric Collins to those saying he's "too much": "I totally get it. It is what it is. But I've done this the exact same way ever since I started doing it back in the '90s. It's just always been my thing. It's natural, it's organic, it's the way I feel in the moment." "It's just who I am. I could always try to be different and be like everyone else, but why be a bad version of someone else when you can try to be the best version of yourself? And that's just who I am. It's got me this far and I probably can't change, and if someone really wants me to change, I'm just going to have to leave. So it is what it is." Full segment on Wake Up Barstool:

🗣️ Eric Collins to those saying he's "too much": "I totally get it. It is what it is. But I've done this the exact same way ever since I started doing it back in the '90s. It's just always been my thing. It's natural, it's organic, it's the way I feel in the moment." "It's just who I am. I could always try to be different and be like everyone else, but why be a bad version of someone else when you can try to be the best version of yourself? And that's just who I am. It's got me this far and I probably can't change, and if someone really wants me to change, I'm just going to have to leave. So it is what it is." Full segment on Wake Up Barstool:

r/CharlotteHornets

89,233 просмотров • 2 месяцев назад

Derrick White on his shooting struggles: "It's easy to say just go out there and have fun, but there are a lot of different things that go into it. So definitely thankful for the teammates I have to keep me going and have my back. It's up to me ... to play the way I know I can."

Derrick White on his shooting struggles: "It's easy to say just go out there and have fun, but there are a lot of different things that go into it. So definitely thankful for the teammates I have to keep me going and have my back. It's up to me ... to play the way I know I can."

Celtics on CLNS

344,683 просмотров • 2 месяцев назад

Wow. I just found the sickest AI tool of all time. This is going to make your content 10x better It sends an AI agent to research X accounts to figure out: • Who they're replying to • What their top content is • The engagement tactics they use to grow • And even lets you use their voice to generate more content It's like having your own AI spy that's finding new ways for you to grow on X It's called Creator Buddy and it's insane. Probably the greatest AI content tool I've ever seen And oh yeah, I built it I've been spending the last 6 and a half months building this out and it's going to change the world It was 20 different AI content tools that will help you: • Get more followers • Get better engagement so you can get PAID • Make better content • Be the best reply guy on planet Earth It's dropping in the next 2 weeks. I have 100 beta testers using it right now and feedback has been unreal Hit the link in my bio to stay up to date so you can use it the moment it drops Would you use AI agents to research other accounts?

Wow. I just found the sickest AI tool of all time. This is going to make your content 10x better It sends an AI agent to research X accounts to figure out: • Who they're replying to • What their top content is • The engagement tactics they use to grow • And even lets you use their voice to generate more content It's like having your own AI spy that's finding new ways for you to grow on X It's called Creator Buddy and it's insane. Probably the greatest AI content tool I've ever seen And oh yeah, I built it I've been spending the last 6 and a half months building this out and it's going to change the world It was 20 different AI content tools that will help you: • Get more followers • Get better engagement so you can get PAID • Make better content • Be the best reply guy on planet Earth It's dropping in the next 2 weeks. I have 100 beta testers using it right now and feedback has been unreal Hit the link in my bio to stay up to date so you can use it the moment it drops Would you use AI agents to research other accounts?

Alex Finn

39,470 просмотров • 1 год назад

HOBI’s MESSAGE FOR ARMY: 🐿️ It's always, um... 🐿️ I'm trying to do things I've never done before for you all, trying to show you different sides of me and that's why I came on this amazing show 🐿️ “SANA's Fridge Interview” to show you a fun version of me. 🐿️ Same goes for the new song... 🐿️ This new song, I worked hard on it to show a different side of J-HOPE. 🐿️ Various.. um... I just said "various" so many times, right? 🐿️ Anyway, that's the kind of song it is. 🐿️ I really hope you check it out and show it lots of love. I put everything into it, so l hope you enjoy it. 🐿️ Love you. LOVE YOU HOBI 🫶

HOBI’s MESSAGE FOR ARMY: 🐿️ It's always, um... 🐿️ I'm trying to do things I've never done before for you all, trying to show you different sides of me and that's why I came on this amazing show 🐿️ “SANA's Fridge Interview” to show you a fun version of me. 🐿️ Same goes for the new song... 🐿️ This new song, I worked hard on it to show a different side of J-HOPE. 🐿️ Various.. um... I just said "various" so many times, right? 🐿️ Anyway, that's the kind of song it is. 🐿️ I really hope you check it out and show it lots of love. I put everything into it, so l hope you enjoy it. 🐿️ Love you. LOVE YOU HOBI 🫶

moni⁷ 𖠌

38,704 просмотров • 1 год назад

New short course: Long-Term Agentic Memory with LangGraph. Learn to build an agent with long-term memory in this course developed in collaboration with taught by its Co-Founder and CEO, Harrison Chase! Personal assistance and productivity tasks have become important use cases for agents. An important feature of an AI assistant, such as a coding or calendar assistant, is its ability to keep improving over time from its experience. Agent memory is the key capability that enables this. To add memory to an agent, you must first figure out what to store and what to retrieve when it is time to use the information. Additionally, you’ll have to decide when to update the stored information. For example, you might update in each iteration loop of the agent or perform updates in the background, with a helper agent. In this course, you will learn a mental framework to build agents with long-term memory. You'll create a useful email assistant that can respond, ignore, and notify using writing, scheduling, and memory-management tools. You’ll develop your agent's memory by adding facts to its memory store, provide examples to learn the user's preferences, and optimize system prompts to evolve instructions based on previous responses. In detail, you’ll: - Learn how the three types of memory--semantic, episodic, and procedural–and the two update mechanisms–via hot path and in the background–apply to your agents. - Build an email agent with writing, scheduling, and availability tools, along with a router that triages incoming email and handles it accordingly by ignoring, responding, or notifying the user. - Add tools to your email agent that allow it to operate on semantic memory by learning facts about the user, storing them in a long-term memory store, and searching over them in future interactions. - Incorporate episodic memory, in the form of few-shot examples, in the triage step of your agents to help them learn and update user preferences. - Add procedural memory as system prompts, optimized with feedback to improve the instructions the agent follows. Learn how to approach memory in agents, and start building agents with long-term memory with LangGraph! Please sign up here:

New short course: Long-Term Agentic Memory with LangGraph. Learn to build an agent with long-term memory in this course developed in collaboration with taught by its Co-Founder and CEO, Harrison Chase! Personal assistance and productivity tasks have become important use cases for agents. An important feature of an AI assistant, such as a coding or calendar assistant, is its ability to keep improving over time from its experience. Agent memory is the key capability that enables this. To add memory to an agent, you must first figure out what to store and what to retrieve when it is time to use the information. Additionally, you’ll have to decide when to update the stored information. For example, you might update in each iteration loop of the agent or perform updates in the background, with a helper agent. In this course, you will learn a mental framework to build agents with long-term memory. You'll create a useful email assistant that can respond, ignore, and notify using writing, scheduling, and memory-management tools. You’ll develop your agent's memory by adding facts to its memory store, provide examples to learn the user's preferences, and optimize system prompts to evolve instructions based on previous responses. In detail, you’ll: - Learn how the three types of memory--semantic, episodic, and procedural–and the two update mechanisms–via hot path and in the background–apply to your agents. - Build an email agent with writing, scheduling, and availability tools, along with a router that triages incoming email and handles it accordingly by ignoring, responding, or notifying the user. - Add tools to your email agent that allow it to operate on semantic memory by learning facts about the user, storing them in a long-term memory store, and searching over them in future interactions. - Incorporate episodic memory, in the form of few-shot examples, in the triage step of your agents to help them learn and update user preferences. - Add procedural memory as system prompts, optimized with feedback to improve the instructions the agent follows. Learn how to approach memory in agents, and start building agents with long-term memory with LangGraph! Please sign up here:

Andrew Ng

131,779 просмотров • 1 год назад