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GPT-5.5 is MUCH more reliable on longer running tasks - for the first time with any model. As we speak I have a migration running for over 7+ hours - this literally never happened before, the models would maybe run for 30 mins or of you really shout at...

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Peter Gostev

21,957 subscribers

105,642 Aufrufe • vor 4 Monaten •via X (Twitter)

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251018 Jump Up 💛🐰 24 HOURS [Ending part] #윤산하 #YOONSANHA I love this part of "24 Hours" so much, and I kept watching it several times. I practiced it a bit before this and found it is a very meaningful moment with Ddana, which I won't forget for a long, long time. Thank you 💛. Anyway, Ddana kept observing a lot if I did it right, lol... I was kinda more nervous 😅.
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251018 Jump Up 💛🐰 24 HOURS [Ending part] #윤산하 #YOONSANHA I love this part of "24 Hours" so much, and I kept watching it several times. I practiced it a bit before this and found it is a very meaningful moment with Ddana, which I won't forget for a long, long time. Thank you 💛. Anyway, Ddana kept observing a lot if I did it right, lol... I was kinda more nervous 😅.

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Hiked for 8 hours yesterday in the Swiss alps to play a show to 70 people in a cabin up at the very top of the mountain! It was something I will never ever forget! I also played a brand new song for the very first time! Can’t wait to show you more 🇨🇭 🤍
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Hiked for 8 hours yesterday in the Swiss alps to play a show to 70 people in a cabin up at the very top of the mountain! It was something I will never ever forget! I also played a brand new song for the very first time! Can’t wait to show you more 🇨🇭 🤍

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Coffee thoughts - I’m not sure Candace is coming back. “I want to thank Baron for telling me it was time to do this”. “Thank you to everyone that’s been on this journey it’s been a heavy one.” “Today went a lot different than I thought it was going to be” Just for the record the court filing I posted last night was to get more time to respond and to go from 25 pages to 35 pages on why the court case with Harpole should be dismissed for “Failure to state a claim”. She’s trying to get it dismissed before it goes to discovery. Put the paperwork in AI it will give you the specifics. We all knew it was coming. The money it takes to fight these suits is insane. She’d be stupid to not try to get it dismissed. And Tennessee has more laws protecting public figures so it would be easier to get dismissed than in Delaware (that doesn’t) with the Macrons. I still think more happened yesterday. And the way she was acting just gives me this maybe it for a bit. Maybe I’m wrong but I knew yesterday something was up. Her video seemed more directed at making her last claims on everyone than continuing the attack. There was nothing there for an emergency video. She’s heavily pregnant, she’s run out of material, she’s being sued and the cases are coming up, she has 4 kids about to be 5 and you can only attack people so long with the same accusations. The trial is coming up that will disprove the conspiracies. Or maybe she just wanted one last show until she gets back. I still question if maybe another lawsuit dropped. We shall see. Off to vacation myself. Apparently we are going to Spain. (Joking).
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Coffee thoughts - I’m not sure Candace is coming back. “I want to thank Baron for telling me it was time to do this”. “Thank you to everyone that’s been on this journey it’s been a heavy one.” “Today went a lot different than I thought it was going to be” Just for the record the court filing I posted last night was to get more time to respond and to go from 25 pages to 35 pages on why the court case with Harpole should be dismissed for “Failure to state a claim”. She’s trying to get it dismissed before it goes to discovery. Put the paperwork in AI it will give you the specifics. We all knew it was coming. The money it takes to fight these suits is insane. She’d be stupid to not try to get it dismissed. And Tennessee has more laws protecting public figures so it would be easier to get dismissed than in Delaware (that doesn’t) with the Macrons. I still think more happened yesterday. And the way she was acting just gives me this maybe it for a bit. Maybe I’m wrong but I knew yesterday something was up. Her video seemed more directed at making her last claims on everyone than continuing the attack. There was nothing there for an emergency video. She’s heavily pregnant, she’s run out of material, she’s being sued and the cases are coming up, she has 4 kids about to be 5 and you can only attack people so long with the same accusations. The trial is coming up that will disprove the conspiracies. Or maybe she just wanted one last show until she gets back. I still question if maybe another lawsuit dropped. We shall see. Off to vacation myself. Apparently we are going to Spain. (Joking).

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I created a prompt library for the new GPT image API. I vibe coded it this morning with Replit Agent. It allows me to save prompts as well as run multi-variant generations. The app supports batch uploads and has some other cool features: - Auth with Replit Auth - Object Storage for images - DB for users / prompts / sessions - Image compression for efficiency - Parallel calls to OpenAI for image gen

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Josh was nice enough to support me up Daddy Issues in a day. I did it a few weeks ago with Chris Weidner as my first climb in the Valley for the season; it was nice to come back to it feeling more tuned up and to climb it in a casual 7.5h. And really nice not to haul… much more relaxing! And the views never get old.
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Josh was nice enough to support me up Daddy Issues in a day. I did it a few weeks ago with Chris Weidner as my first climb in the Valley for the season; it was nice to come back to it feeling more tuned up and to climb it in a casual 7.5h. And really nice not to haul… much more relaxing! And the views never get old.

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Ended up only making it to 40 hours due to running out of shooters to play trials with but none the less it was a great journey! It is now time for me to be laid to rest.
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Diffizzle

18,325 Aufrufe • vor 9 Monaten

This is so cool! I had to try it with Thrixel. Fully playable after 1 /goal prompt to Claude using Thrixel MCP. Then I had more fun ideas for follow-up prompts. Claude used Thrixel to create and iterate on the 3D assets, then assembled the scene and wired up the gameplay.
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This is so cool! I had to try it with Thrixel. Fully playable after 1 /goal prompt to Claude using Thrixel MCP. Then I had more fun ideas for follow-up prompts. Claude used Thrixel to create and iterate on the 3D assets, then assembled the scene and wired up the gameplay.

Rana Hanocka

25,885 Aufrufe • vor 1 Monat

Astra (GPT-6) is here!!! I've had early access and tested it like crazy with things like games, code, writing, browser control, presentations and general knowledge work. This is the best model I've ever used. Period. (Incredible demos below in this thread ⬇️) Here's my take on Astra: > It's insanely capable. This feels like a massive improvement, not just an incremental change. This is especially true with zero-shot prompts. > It's all about knowledge work. Slide creation, analysis, writing, and browser control. And oh my...it's so good at browser control. GPT-5.6 was already fantastic at doing things in the browser, Astra is another level and significantly faster. > We're closer than ever (arrived?) at prompt-to-playable game. And I don't just mean only playable, these are actually fun games. I bet if someone with a great eye for games used Astra, they could create a viral game within 1-2 weeks. > Astra is better at writing but not perfect. It removes much of the "AI Smell" we're all familiar with but some stink still survived. > It has a tendency to use the same design colors and look/feel as GPT-5.6 (forrest green anyone?) but it is more steerable in design than previous models. > It's highly steerable in general. A little nudge goes a long way. When I first started using Astra, almost every task I gave it would go for ~30 minutes. I wanted it to keep working. Adding more specifics to a prompt helped greatly with it's ability to work for a long time. > Astra's 3D understanding is unmatched. 3D asset creation was consistent and easy and its spacial awareness while building complex 3D worlds blew me away. I'm still getting familiar with Astra but this will now be my go-to model for any difficult work I have. Check out the demos below: 👇
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Astra (GPT-6) is here!!! I've had early access and tested it like crazy with things like games, code, writing, browser control, presentations and general knowledge work. This is the best model I've ever used. Period. (Incredible demos below in this thread ⬇️) Here's my take on Astra: > It's insanely capable. This feels like a massive improvement, not just an incremental change. This is especially true with zero-shot prompts. > It's all about knowledge work. Slide creation, analysis, writing, and browser control. And oh my...it's so good at browser control. GPT-5.6 was already fantastic at doing things in the browser, Astra is another level and significantly faster. > We're closer than ever (arrived?) at prompt-to-playable game. And I don't just mean only playable, these are actually fun games. I bet if someone with a great eye for games used Astra, they could create a viral game within 1-2 weeks. > Astra is better at writing but not perfect. It removes much of the "AI Smell" we're all familiar with but some stink still survived. > It has a tendency to use the same design colors and look/feel as GPT-5.6 (forrest green anyone?) but it is more steerable in design than previous models. > It's highly steerable in general. A little nudge goes a long way. When I first started using Astra, almost every task I gave it would go for ~30 minutes. I wanted it to keep working. Adding more specifics to a prompt helped greatly with it's ability to work for a long time. > Astra's 3D understanding is unmatched. 3D asset creation was consistent and easy and its spacial awareness while building complex 3D worlds blew me away. I'm still getting familiar with Astra but this will now be my go-to model for any difficult work I have. Check out the demos below: 👇

Matthew Berman

1,899,112 Aufrufe • vor 15 Tagen

I am real I have been through what you are facing and survived I spend all my time trying to explain what I have learned and there is zero money or energy to fix up my garage I live in so don’t waste your time telling me to clean it up I do this willingly so that you won’t have to That is the only reason I am running for the senate I don’t seek fame nor fortune but I realize we need someone in the Senate who will put Texans first and demand the same for Americans It’s as real as it gets in this war on American workers
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I am real I have been through what you are facing and survived I spend all my time trying to explain what I have learned and there is zero money or energy to fix up my garage I live in so don’t waste your time telling me to clean it up I do this willingly so that you won’t have to That is the only reason I am running for the senate I don’t seek fame nor fortune but I realize we need someone in the Senate who will put Texans first and demand the same for Americans It’s as real as it gets in this war on American workers

Grumpy Ole Veteran

18,298 Aufrufe • vor 7 Monaten

Got DeepSeek V4 Flash running on 2x H200s at 160–200 tok/s on JarvisLabsAI this speed is perfect for in the loop things I do with these agents. It feels like a GLM-5.2-class model with much lower hardware requirements. I’m going to daily-drive it for a bit and see how it performs, but first impressions are really good.
0:16

Got DeepSeek V4 Flash running on 2x H200s at 160–200 tok/s on JarvisLabsAI this speed is perfect for in the loop things I do with these agents. It feels like a GLM-5.2-class model with much lower hardware requirements. I’m going to daily-drive it for a bit and see how it performs, but first impressions are really good.

Atharva Ingle

21,925 Aufrufe • vor 1 Monat

New open-source agent harness just landed! I got early access to TrueForge by TrueFoundry and have been running it locally for the past few days. The harness layer deserves as much attention as the model, and open source matters here because you can inspect the loop, run it on your own infrastructure, and swap to the latest or cheaper models. TrueForge handles the runtime work that makes an agent reliable. It drives the tool-calling loop, manages context, coordinates subagents, and executes code in a sandbox, with any model you choose. Every tool call re-sends the growing context to the model, so in practice the harness controls most of what an agent costs to run. A few things stood out from my testing and their published benchmarks. Vendor-Neutral by design. It runs OpenAI, Anthropic, and Google models alongside open-weight models like Kimi, GLM, and DeepSeek. Model routing is a setting, and you can send each task to the model that fits it. On a 14-task enterprise agent benchmark, it matched the accuracy of Claude Managed Agents running the same Opus 4.8 model at roughly 30% lower cost per run (3.8M tokens vs 10M for the same answers). Routing the same tasks to GLM-5.2 held accuracy and brought cost down by about 75%, around $3 per run instead of $12. Fully self-hosted and Open Source (MIT License). I had it running locally with one command, with sandboxed code execution working out of the box. It's time to own your agent harness. Thanks to TrueFoundry for partnering on this post.
0:16

New open-source agent harness just landed! I got early access to TrueForge by TrueFoundry and have been running it locally for the past few days. The harness layer deserves as much attention as the model, and open source matters here because you can inspect the loop, run it on your own infrastructure, and swap to the latest or cheaper models. TrueForge handles the runtime work that makes an agent reliable. It drives the tool-calling loop, manages context, coordinates subagents, and executes code in a sandbox, with any model you choose. Every tool call re-sends the growing context to the model, so in practice the harness controls most of what an agent costs to run. A few things stood out from my testing and their published benchmarks. Vendor-Neutral by design. It runs OpenAI, Anthropic, and Google models alongside open-weight models like Kimi, GLM, and DeepSeek. Model routing is a setting, and you can send each task to the model that fits it. On a 14-task enterprise agent benchmark, it matched the accuracy of Claude Managed Agents running the same Opus 4.8 model at roughly 30% lower cost per run (3.8M tokens vs 10M for the same answers). Routing the same tasks to GLM-5.2 held accuracy and brought cost down by about 75%, around $3 per run instead of $12. Fully self-hosted and Open Source (MIT License). I had it running locally with one command, with sandboxed code execution working out of the box. It's time to own your agent harness. Thanks to TrueFoundry for partnering on this post.

elvis

11,303 Aufrufe • vor 1 Monat

today was the first time i was genuinely impressed with what AI can do i recently decided to buy a whole FPV drone setup knowing basically nothing about the hardware side of it there's a pretty steep learning curve even just to set everything up properly: radios, RF protocols, flight controllers, ESCs, firmware, batteries, goggles, betaflight configs etc as someone that spends essentially 12h a day prompting agents to build software, it's actually pretty rare that i interact with AI on something where i have zero idea what's going on under the hood, and i never really used it for debugging a bunch of physical devices that all have to talk to each other i had codex + voice mode open for basically the entire setup. told it everything i bought, sent it some pics and then just started talking to it >what order do i set all this up in >how do i change this setting on the radio >which of these cables do i use >the drone is flashing pink wat mean >can you make this thing less insane to fly in my apartment and it was surprisingly seamless it would go find the manual for whatever specific thing i was holding, tell me exactly which buttons to press, what port to plug something into, what i should see if it worked etc then when i got to configuring the actual drone i had codex running on the computer it was plugged into, so it could inspect the config, back everything up, change settings, send usb reboot signals and check what happened the insane thing about voice mode is that youre literally hands on with the hardware and just telling codex what it should do, i literally never touched a thing on the computer besides starting voice mode if something doesn't work you tell it what happened and keep going a few hours of this and i had the radio, goggles, charger, batteries, drone firmware and betaflight all set up and had actually flown the thing the part that stuck with me is that i also understood what most of it was doing by the end, every time there was a term or tech i didnt understand id just ask to explain there is something absolutely magical about having proper real time personalized assistance, being able to dump a pile of unfamiliar hardware on your desk and have something figure out exactly what you own and walk through it with you in real time you become the missing physical link pressing the buttons i think spending all day using coding agents has actually made me pretty numb to AI progress. every new model is a bit better at some benchmark or can oneshot some task that the previous one couldn't and you just kinda adjust to it this felt different mostly because i had no existing knowledge to fall back on for the first time the jarvis comparison didn't feel cringe ai for coding and general computer tasks is cool and all but this feels a lot closer to the endgame anyone should be able to just ask any question about whats going on in their life and have realtime support i wonder if more hardware products will actually start exposing some sort of MCP or interface for agents to plug into thinking for example of how elevators in china are increasingly built with interfaces that let delivery robots call them directly instead of having to physically press a button we might actually start seeing hardware design shift from being purely human-interface-first to also being agent-interface-first buttons, screens and menus exist because humans need some way to tell machines what to do. agents don't necessarily need any of that if the hardware exposes an interface directly very curious which side closes the physical world gap first: humanoid robots that can operate hardware designed for humans, or hardware adapting so agents can operate it directly
0:18

today was the first time i was genuinely impressed with what AI can do i recently decided to buy a whole FPV drone setup knowing basically nothing about the hardware side of it there's a pretty steep learning curve even just to set everything up properly: radios, RF protocols, flight controllers, ESCs, firmware, batteries, goggles, betaflight configs etc as someone that spends essentially 12h a day prompting agents to build software, it's actually pretty rare that i interact with AI on something where i have zero idea what's going on under the hood, and i never really used it for debugging a bunch of physical devices that all have to talk to each other i had codex + voice mode open for basically the entire setup. told it everything i bought, sent it some pics and then just started talking to it >what order do i set all this up in >how do i change this setting on the radio >which of these cables do i use >the drone is flashing pink wat mean >can you make this thing less insane to fly in my apartment and it was surprisingly seamless it would go find the manual for whatever specific thing i was holding, tell me exactly which buttons to press, what port to plug something into, what i should see if it worked etc then when i got to configuring the actual drone i had codex running on the computer it was plugged into, so it could inspect the config, back everything up, change settings, send usb reboot signals and check what happened the insane thing about voice mode is that youre literally hands on with the hardware and just telling codex what it should do, i literally never touched a thing on the computer besides starting voice mode if something doesn't work you tell it what happened and keep going a few hours of this and i had the radio, goggles, charger, batteries, drone firmware and betaflight all set up and had actually flown the thing the part that stuck with me is that i also understood what most of it was doing by the end, every time there was a term or tech i didnt understand id just ask to explain there is something absolutely magical about having proper real time personalized assistance, being able to dump a pile of unfamiliar hardware on your desk and have something figure out exactly what you own and walk through it with you in real time you become the missing physical link pressing the buttons i think spending all day using coding agents has actually made me pretty numb to AI progress. every new model is a bit better at some benchmark or can oneshot some task that the previous one couldn't and you just kinda adjust to it this felt different mostly because i had no existing knowledge to fall back on for the first time the jarvis comparison didn't feel cringe ai for coding and general computer tasks is cool and all but this feels a lot closer to the endgame anyone should be able to just ask any question about whats going on in their life and have realtime support i wonder if more hardware products will actually start exposing some sort of MCP or interface for agents to plug into thinking for example of how elevators in china are increasingly built with interfaces that let delivery robots call them directly instead of having to physically press a button we might actually start seeing hardware design shift from being purely human-interface-first to also being agent-interface-first buttons, screens and menus exist because humans need some way to tell machines what to do. agents don't necessarily need any of that if the hardware exposes an interface directly very curious which side closes the physical world gap first: humanoid robots that can operate hardware designed for humans, or hardware adapting so agents can operate it directly

ultra

18,096 Aufrufe • vor 20 Tagen

My 15 year old and I are on the way to Waco to run a 31 mile ultra we haven’t trained for. My car is driving me so I can load up on carbs. My son’s longest run is 8 miles and my last run was 4 miles, 7 months ago. If it were a 31 mile hike with some running mixed in no one would look twice. That’s basically what this is tbh. Ultras aren’t about running fast. They’re about running as slowly as you can bear for as long as you can. It’s frog in boiling water pain. Very gradual. What’s the bigger risk: an injury, or going 80 years without ever realizing your potential? You can literally just do things. (This is the best running song in the world btw. That + Coke will carry me).
0:17

My 15 year old and I are on the way to Waco to run a 31 mile ultra we haven’t trained for. My car is driving me so I can load up on carbs. My son’s longest run is 8 miles and my last run was 4 miles, 7 months ago. If it were a 31 mile hike with some running mixed in no one would look twice. That’s basically what this is tbh. Ultras aren’t about running fast. They’re about running as slowly as you can bear for as long as you can. It’s frog in boiling water pain. Very gradual. What’s the bigger risk: an injury, or going 80 years without ever realizing your potential? You can literally just do things. (This is the best running song in the world btw. That + Coke will carry me).

Chris Koerner

488,191 Aufrufe • vor 8 Monaten

The quoted post has over 200k likes, but for some reason, it didn’t make the “most liked” list on the Inspiration tab for the last 24 hours, 48 hours or 7 days. This is despite having more likes than 90% of the posts on that list. lol. It’s purely manipulated. I was even shocked the post was allowed to travel that far. Must have been a glitch, and I expect Elon to punish me for it in the coming weeks. Lol. I know my days are numbered on this app, cos I have really rattled them owners for a long time now. 😂😂
0:13

The quoted post has over 200k likes, but for some reason, it didn’t make the “most liked” list on the Inspiration tab for the last 24 hours, 48 hours or 7 days. This is despite having more likes than 90% of the posts on that list. lol. It’s purely manipulated. I was even shocked the post was allowed to travel that far. Must have been a glitch, and I expect Elon to punish me for it in the coming weeks. Lol. I know my days are numbered on this app, cos I have really rattled them owners for a long time now. 😂😂

Biggest Mack

17,244 Aufrufe • vor 2 Monaten

🦌💬• 260619 [12:53 AM KST] [2 videos] my first day of broadcast.. has finished just now 🫠🫠🫠 going to the dorm now... a day has passed ㅋㅋㅋㅋㅋㅋ seriously, thanks to @@ i gained strength anyway, i kept my promise for the setting-log ah, exactly 24 hours have passed? ㅋㅋㅋㅋㅋㅋ i'll go and sleep well... i'm really going to sleep for over 8 hours @@ you sleep quickly too! never mind ㅎㅎ sleep slowly [cutely] think of me a bit before you sleep
0:20

🦌💬• 260619 [12:53 AM KST] [2 videos] my first day of broadcast.. has finished just now 🫠🫠🫠 going to the dorm now... a day has passed ㅋㅋㅋㅋㅋㅋ seriously, thanks to @@ i gained strength anyway, i kept my promise for the setting-log ah, exactly 24 hours have passed? ㅋㅋㅋㅋㅋㅋ i'll go and sleep well... i'm really going to sleep for over 8 hours @@ you sleep quickly too! never mind ㅎㅎ sleep slowly [cutely] think of me a bit before you sleep

🧼

56,392 Aufrufe • vor 3 Monaten

Slideshow clipping has to be the chillest business model you can really be making $5k - $15k+ a month running 10 TikTok accounts and have complete location freedom + make more than you would working a job you can literally just go to content rewards, pick a saas or brand to promote, for example skin care buy 5 aged TT accounts to start with connect US proxy / sim find videos in the niche the product is in for example skin care steal the hook of the video and content inside it and turn it into a slideshow for example: “skin care tips for broke girls” generate the images with NBP by finding a Pinterest image and getting the JSON from Gemini or ChatGPT promote the product as another “glow up” tip Post 1 a day from the start and as the accounts get more warm boost it to 2-3 + scale to more accounts If you can’t make your first $5k doing this then there is no hope
0:14

Slideshow clipping has to be the chillest business model you can really be making $5k - $15k+ a month running 10 TikTok accounts and have complete location freedom + make more than you would working a job you can literally just go to content rewards, pick a saas or brand to promote, for example skin care buy 5 aged TT accounts to start with connect US proxy / sim find videos in the niche the product is in for example skin care steal the hook of the video and content inside it and turn it into a slideshow for example: “skin care tips for broke girls” generate the images with NBP by finding a Pinterest image and getting the JSON from Gemini or ChatGPT promote the product as another “glow up” tip Post 1 a day from the start and as the accounts get more warm boost it to 2-3 + scale to more accounts If you can’t make your first $5k doing this then there is no hope

Pounds

15,415 Aufrufe • vor 7 Monaten

Spent hours trying to make Anna attack Nina with her ass repeatedly and this is all I have to show for it. I'm done for the night. If anyone has a good song that goes with her tempo then go for it lol
0:17

Spent hours trying to make Anna attack Nina with her ass repeatedly and this is all I have to show for it. I'm done for the night. If anyone has a good song that goes with her tempo then go for it lol

OVERFLOW

36,556 Aufrufe • vor 10 Monaten

I think the market is overpricing a Fed hike. Going in with 50% of a new $5K predictions portfolio, and may increase sizing if the odds for a hike spike more on Friday's CPI print. I won't claim claim to have much differentiated alpha here or to have a high degree of certainty, but when I see genuinley attractive odds, I like to go for them. We're in a trap here. If Warsh hikes and the US government can't afford the interest on debt that's 120% of GDP, the long end goes higher. If Warsh is dovish and inflation stays hot, the long end goes higher. The only logical course of action is to step up long end buybacks more and more aggressively because both scenarios end the same way? The cheapest fix is getting the short rate down so Bessent can fund more buybacks with cheap bills and If that still doesn't hold the long end, the Fed steps in and buys it directly. Now may not be the time to cut, but it's certainly not the time to hike. Don't forget Bessent and Warsh both worked for Druck with the same macro worldview, and Bessent pushed him for the job. Why would they not be working towards the same strategy?
0:10

I think the market is overpricing a Fed hike. Going in with 50% of a new $5K predictions portfolio, and may increase sizing if the odds for a hike spike more on Friday's CPI print. I won't claim claim to have much differentiated alpha here or to have a high degree of certainty, but when I see genuinley attractive odds, I like to go for them. We're in a trap here. If Warsh hikes and the US government can't afford the interest on debt that's 120% of GDP, the long end goes higher. If Warsh is dovish and inflation stays hot, the long end goes higher. The only logical course of action is to step up long end buybacks more and more aggressively because both scenarios end the same way? The cheapest fix is getting the short rate down so Bessent can fund more buybacks with cheap bills and If that still doesn't hold the long end, the Fed steps in and buys it directly. Now may not be the time to cut, but it's certainly not the time to hike. Don't forget Bessent and Warsh both worked for Druck with the same macro worldview, and Bessent pushed him for the job. Why would they not be working towards the same strategy?

Michael Sikand

81,685 Aufrufe • vor 8 Tagen