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Pi agent is the Arch Linux of coding agents Qwen 3.6 Plus not caching? > No problem. Just ask Pi to patch itself from a community fork Kimi K2.6 imploding mid reasoning? > No problem. Just pull a snippet from a good Samaritan and let Pi test it on... show more

raymel 👋

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46,916 次观看 • 1 个月前 •via X (Twitter)

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Ollama can now launch Pi, a minimal coding agent which you can customize for your workflow ollama launch pi You can even ask pi to write extensions for itself

Ollama can now launch Pi, a minimal coding agent which you can customize for your workflow ollama launch pi You can even ask pi to write extensions for itself

ollama

190,618 次观看 • 4 个月前

$Hermes agent doesn't need a frontier model to run your computer well. Kimi K2.6 or Qwen 3.6 can do the same job at a fraction of the cost, and both are available fully private through the Venice API. 🧵 Here's the full Hermes "computer_use" setup:$

Hermes agent doesn't need a frontier model to run your computer well. Kimi K2.6 or Qwen 3.6 can do the same job at a fraction of the cost, and both are available fully private through the Venice API. 🧵 Here's the full Hermes "computer_use" setup:

Venice

24,784 次观看 • 1 个月前

Pi Agent vs OpenCode token usage A lot of people recommended Pi Agent so I decided to check Pi Agent took 1.1k tokens in first turn OpenCode took 11.5k Setup: 1) Trimmed OpenCode (from usual 30k first turn to 11.5k) - 0 MCPs - 2 lightweight plugins (opencode-env-protect and openslimedit) - 8k char AGENTS.md - 11585 deepseek-v4-flash input tokens - for $0.0016 2) Vanilla Pi - 0 MCPs - 0 system prompt - 8k char AGENTS.md - 1114 kimi-k2.6 input tokens - for $0.0008 I think using better models with capped tokens per turn can keep usage nearly the same as uncontrolled DeepSeek V4 Flash? The challenge now is finding the sweet spot. Can't cap tokens if quality drops. We'll see. Video below - OpenCode vs Pi side by side "say hi back" first turns test, with OpenCode Go usage for each

Pi Agent vs OpenCode token usage A lot of people recommended Pi Agent so I decided to check Pi Agent took 1.1k tokens in first turn OpenCode took 11.5k Setup: 1) Trimmed OpenCode (from usual 30k first turn to 11.5k) - 0 MCPs - 2 lightweight plugins (opencode-env-protect and openslimedit) - 8k char AGENTS.md - 11585 deepseek-v4-flash input tokens - for $0.0016 2) Vanilla Pi - 0 MCPs - 0 system prompt - 8k char AGENTS.md - 1114 kimi-k2.6 input tokens - for $0.0008 I think using better models with capped tokens per turn can keep usage nearly the same as uncontrolled DeepSeek V4 Flash? The challenge now is finding the sweet spot. Can't cap tokens if quality drops. We'll see. Video below - OpenCode vs Pi side by side "say hi back" first turns test, with OpenCode Go usage for each

raymel 👋

200,631 次观看 • 1 个月前

I've spent a lot of time customizing my Pi setup It's quickly become my favorite coding agent, u just need to make it yours Made a vid on how (TL;DR, just tell it to change itself and it will):

I've spent a lot of time customizing my Pi setup It's quickly become my favorite coding agent, u just need to make it yours Made a vid on how (TL;DR, just tell it to change itself and it will):

Ben Davis

31,263 次观看 • 1 个月前

Pi-GUI now has computer use and a build in integrated terminal! v0.1.0-beta.26 To showcase the power of Mario Zechner 's Pi and OSS, I saw a pi computer-use extension on X, asked my agent to audit the extension for security, then asked it to patch pi-gui to make it compatible. Crazy how easy it was to find an oss extension for a feature I wanted, then make pi-gui work with the feature I want. Links below

Pi-GUI now has computer use and a build in integrated terminal! v0.1.0-beta.26 To showcase the power of Mario Zechner 's Pi and OSS, I saw a pi computer-use extension on X, asked my agent to audit the extension for security, then asked it to patch pi-gui to make it compatible. Crazy how easy it was to find an oss extension for a feature I wanted, then make pi-gui work with the feature I want. Links below

Matthew Lam

65,535 次观看 • 2 个月前

pi-web-access is an extension that provides web search (and more) for Pi coding agent. The latest update introduces a new UX pattern: you can hit `Ctrl+S` to intercept agent searches mid-flight to inspect and curate exactly what makes it into the agent conversation. pi install npm:pi-web-access

pi-web-access is an extension that provides web search (and more) for Pi coding agent. The latest update introduces a new UX pattern: you can hit `Ctrl+S` to intercept agent searches mid-flight to inspect and curate exactly what makes it into the agent conversation. pi install npm:pi-web-access

Nico Bailon

29,352 次观看 • 4 个月前

👪👪👪PI NETWORK NEWS: A WARNING TO THE PI NETWORK PIONEERS: FOCUS ON PI, DO NOT FOLLOW OTHER PROJECTS Dear Pi Network Pioneers and Community Leaders, Over the past nearly 5 years of mining Pi, we have witnessed the growth and unwavering commitment from the Pi Network community. However, I have noticed a concerning issue: many community groups are directing participants towards other projects with promises of quick profits through coins with small values. This could lead to distraction and undermine the collective goal of Pi Network and the sustainable development of the project. I want to caution all of you, especially those managing community groups with large followings. You have a significant influence on the community, and therefore, we must take responsibility for guiding everyone toward the right goals. Pi Network is not a short-term project; it is a project that brings long-term and sustainable value to all of us. Pi is our future, and we must focus on developing it. 🎯🎯🎯Why should we focus on Pi Network?🎯🎯🎯 🎯1. GCV (Global Consensus Value): One of the main objectives of Pi is to establish a stable global consensus value, with 1 Pi = 314,159 USD. This is a grand vision, and to achieve it, we need to focus on building a robust Pi ecosystem, educating the community about Pi’s value, and encouraging Pi’s use in commercial transactions. 🎯🎯2. Supporting the growth of the Pi Ecosystem: We cannot just focus on mining Pi without paying attention to building and developing the ecosystem around it. Inviting businesses to accept Pi as a payment method, helping them understand and use Pi, is a crucial task that every Pioneer can contribute to. 🎯🎯🎯3. Sustainable and long-term value: Other projects may entice you with promises of quick profits, but these coins will not provide you with sustainable value. Remember, Pi Network has been and is building a solid foundation for the future. If we persist, Pi will succeed, and when it does, we will all enjoy great rewards. ⚠️⚠️⚠️A Warning about Other Projects You may have noticed that some people have been lured into other projects, hoping to make quick profits from coins with low values. But be cautious! These projects may only be short-term ventures, lacking stability, and failing to offer real value in the long run. If you are an influential figure with a large following, you must be careful in guiding your community. Don’t let the tempting offers from other projects distract you from Pi’s bigger goals. Remember, Pi’s success will be our success. 🔥🔥🔥Focus on Pi – We Will Have Everything🔥🔥🔥 If you want to succeed, focus on Pi. This is the project that will change the future, and Pi is our "home" in the future. We cannot lose faith in Pi because it is the only path that will lead us to long-term success and prosperity. Let’s educate the community about Pi, spread Pi’s value to everyone, introduce Pi to merchants, and help them accept Pi as a payment method. We can build a strong ecosystem around Pi, where Pi is not just a cryptocurrency but the foundation of a new, sustainable economy. We must unite and not let external factors distract us. Remember, if Pi succeeds, we all will reap the rewards. Let’s focus on Pi, not follow other projects. Pi will succeed – and you will have everything! Sincerely, JoJo💫 👪👪👪 --------------------------------------- 🥰P.S.: The global GCV team always welcomes your support and participation in our community activities. Join us to learn more about the value of GCV in the Pi Network. The GCV home is very happy to welcome you. For the future of our Pi Network, let's support each other enthusiastically! 🥰🪷 Join the group on Telegram here: --------------------------------------- 👉Please Like, Share, Comment, for more information and let Pi spread quickly! Thank you! Pi Network #PiNetwork Doris Yin 东方紫莲🪷 Lumari 🦋 NONNY PADJA NTT ❤ Eagle woman 🦅 @MoretopMovie M.Rad Olivier Ndatimana PATRICK CHUA 婧恬 LiangShi π MAYASS ALI KIAVASH brave Lee @1Pi_usd314159 Olivier Ndatimana Marcel Dango Mazi victor onyido Cherif A.I Herine Makosewe love life 2025 Mohammed Alademi Daniel Chen

👪👪👪PI NETWORK NEWS: A WARNING TO THE PI NETWORK PIONEERS: FOCUS ON PI, DO NOT FOLLOW OTHER PROJECTS Dear Pi Network Pioneers and Community Leaders, Over the past nearly 5 years of mining Pi, we have witnessed the growth and unwavering commitment from the Pi Network community. However, I have noticed a concerning issue: many community groups are directing participants towards other projects with promises of quick profits through coins with small values. This could lead to distraction and undermine the collective goal of Pi Network and the sustainable development of the project. I want to caution all of you, especially those managing community groups with large followings. You have a significant influence on the community, and therefore, we must take responsibility for guiding everyone toward the right goals. Pi Network is not a short-term project; it is a project that brings long-term and sustainable value to all of us. Pi is our future, and we must focus on developing it. 🎯🎯🎯Why should we focus on Pi Network?🎯🎯🎯 🎯1. GCV (Global Consensus Value): One of the main objectives of Pi is to establish a stable global consensus value, with 1 Pi = 314,159 USD. This is a grand vision, and to achieve it, we need to focus on building a robust Pi ecosystem, educating the community about Pi’s value, and encouraging Pi’s use in commercial transactions. 🎯🎯2. Supporting the growth of the Pi Ecosystem: We cannot just focus on mining Pi without paying attention to building and developing the ecosystem around it. Inviting businesses to accept Pi as a payment method, helping them understand and use Pi, is a crucial task that every Pioneer can contribute to. 🎯🎯🎯3. Sustainable and long-term value: Other projects may entice you with promises of quick profits, but these coins will not provide you with sustainable value. Remember, Pi Network has been and is building a solid foundation for the future. If we persist, Pi will succeed, and when it does, we will all enjoy great rewards. ⚠️⚠️⚠️A Warning about Other Projects You may have noticed that some people have been lured into other projects, hoping to make quick profits from coins with low values. But be cautious! These projects may only be short-term ventures, lacking stability, and failing to offer real value in the long run. If you are an influential figure with a large following, you must be careful in guiding your community. Don’t let the tempting offers from other projects distract you from Pi’s bigger goals. Remember, Pi’s success will be our success. 🔥🔥🔥Focus on Pi – We Will Have Everything🔥🔥🔥 If you want to succeed, focus on Pi. This is the project that will change the future, and Pi is our "home" in the future. We cannot lose faith in Pi because it is the only path that will lead us to long-term success and prosperity. Let’s educate the community about Pi, spread Pi’s value to everyone, introduce Pi to merchants, and help them accept Pi as a payment method. We can build a strong ecosystem around Pi, where Pi is not just a cryptocurrency but the foundation of a new, sustainable economy. We must unite and not let external factors distract us. Remember, if Pi succeeds, we all will reap the rewards. Let’s focus on Pi, not follow other projects. Pi will succeed – and you will have everything! Sincerely, JoJo💫 👪👪👪 --------------------------------------- 🥰P.S.: The global GCV team always welcomes your support and participation in our community activities. Join us to learn more about the value of GCV in the Pi Network. The GCV home is very happy to welcome you. For the future of our Pi Network, let's support each other enthusiastically! 🥰🪷 Join the group on Telegram here: --------------------------------------- 👉Please Like, Share, Comment, for more information and let Pi spread quickly! Thank you! Pi Network #PiNetwork Doris Yin 东方紫莲🪷 Lumari 🦋 NONNY PADJA NTT ❤ Eagle woman 🦅 @MoretopMovie M.Rad Olivier Ndatimana PATRICK CHUA 婧恬 LiangShi π MAYASS ALI KIAVASH brave Lee @1Pi_usd314159 Olivier Ndatimana Marcel Dango Mazi victor onyido Cherif A.I Herine Makosewe love life 2025 Mohammed Alademi Daniel Chen

JoJo-π

26,151 次观看 • 1 年前

Pi Showroom is an excellent Indonesian Pi Network Ecosystem which accept Pi payment and support GCV! They have products includes cars, motorcycles and jewelry ect. i It's my honor to be invited as a guest speaker on 12/31/2023 big event! 🔥🔥🔥 I post here Pi Showroom Founder Mr. Irawan's speech at the Global Pioneers Conference! Thanks very much for his hard work and dedication to the Pi Network and to the GCV family!🙏🙏🙏 July 22, 2023 Blessing Irawan Business Ambassador - Network Pi - Indonesia. Pi Showroom/Founder of Showroom Pi Global. Global pioneers, ladies and gentlemen: INTERNATIONAL TENCENT CONFERENCE The PI NETWORK GLOBAL COMMUNITY GCV SUMMIT On this occasion I wanted to convey a speech about, THE LAUNCH OF THE PI SHOWROOM APP TO SUPPORT THE REVOLUTION OF THE DIGITAL WORLD NETWORK. Greetings to all of us. Introducing my name is Pleased Irawan a pioneer from Indonesia. Pi Showroom/Founder of Showroom Pi Global. Right on January 1, 2023 I tried to download the Pi Network application, because I was invited by a friend named Marthin to join the Pi Network. I'm interested in Pi Network may provide free wealth from mining the Pi coins every day. This is a very good opportunity in the middle of the world that is experiencing an economic crisis. Where everyone of all levels of society in the world is given the opportunity by the Pi Network to get free wealth by mining Pi every day. Once I studied the Pi Network in depth, then I decided to attend the Hackathon program in the Pi Browser. With a little bit of my expertise in the IT field, I decided to create an Online Shop application that I named Pi Showroom and try to advance as a proposal on the Brainstrom Pi Browser page. I beg your support from all pioneers in Indonesia and from all pioneers worldwide. As Animo pioneers started from all Indonesia were very enthusiastic in supporting Pi Showroom, and teaching ranking no.1 at Pi Revolution Mr.woody. The world pioneers, In this case, of course I had to say my deepest gratitude to all the pioneer who had supported this Pi Showroom to stand up, and because of the spirit of Indonesia's for the very real pioneer, they continued to provide support together in one desire to change social status for the better. Finally, the Pi SHOWROOM Application can stand and follow the information of the global Pi Network community. As a President of Pi Showroom, I want to support the success of the Pi Network by contributing to the pioneer of Indonesia. and we supported Pi GCV 314159. The world pioneers, Many obstacles and obstacles that we have been through, but our enthusiasm must live to be successful with the Pi Shop Global (Pi Showroom) with great discourse, and will hold great activities in Indonesia on December 31, 2023 later. And we hope this event can be organized and pleasing to God, and through this opportunity I ask for support from all global pioneers, participating in praying for event plans to be done well, to help Coreteam and Pi Network jobs that will soon be opened Mainnet. The event we will hold is an important history for Pi Showroom. We've got the show " GEBY LAUNCH OF THE GLOBAL SHOWROOM APP TO SUPPORT THE PI NETWORK REVOLUTIONIZES THE ECONOMY OF THE DIGITAL WORLD" It is hoped that at this event can present state officials related to digital money to support the success of the Pi Network. And of course it is very important Indonesian officials can meet face to face with the founder of the Global Showroom, and pioneering supporters. It is hoped that all the pioneers of Indonesia, Pi Global App/Pi Showroom App can immediately open Mainnet in the ecosystem, during the mainnet period closed, this means a pioneer of Indonesia. Thus tonight I convey to world pioneers, Let's continue to support Pi GCV $314,159 For the Mainnet Open Network immediately. Thank you. July 22, 2023 Blessing Irawan Business Ambassador – Pi Network Indonesia. joe public #PiNetwork #PiGCV #WhatIdoforPi

Pi Showroom is an excellent Indonesian Pi Network Ecosystem which accept Pi payment and support GCV! They have products includes cars, motorcycles and jewelry ect. i It's my honor to be invited as a guest speaker on 12/31/2023 big event! 🔥🔥🔥 I post here Pi Showroom Founder Mr. Irawan's speech at the Global Pioneers Conference! Thanks very much for his hard work and dedication to the Pi Network and to the GCV family!🙏🙏🙏 July 22, 2023 Blessing Irawan Business Ambassador - Network Pi - Indonesia. Pi Showroom/Founder of Showroom Pi Global. Global pioneers, ladies and gentlemen: INTERNATIONAL TENCENT CONFERENCE The PI NETWORK GLOBAL COMMUNITY GCV SUMMIT On this occasion I wanted to convey a speech about, THE LAUNCH OF THE PI SHOWROOM APP TO SUPPORT THE REVOLUTION OF THE DIGITAL WORLD NETWORK. Greetings to all of us. Introducing my name is Pleased Irawan a pioneer from Indonesia. Pi Showroom/Founder of Showroom Pi Global. Right on January 1, 2023 I tried to download the Pi Network application, because I was invited by a friend named Marthin to join the Pi Network. I'm interested in Pi Network may provide free wealth from mining the Pi coins every day. This is a very good opportunity in the middle of the world that is experiencing an economic crisis. Where everyone of all levels of society in the world is given the opportunity by the Pi Network to get free wealth by mining Pi every day. Once I studied the Pi Network in depth, then I decided to attend the Hackathon program in the Pi Browser. With a little bit of my expertise in the IT field, I decided to create an Online Shop application that I named Pi Showroom and try to advance as a proposal on the Brainstrom Pi Browser page. I beg your support from all pioneers in Indonesia and from all pioneers worldwide. As Animo pioneers started from all Indonesia were very enthusiastic in supporting Pi Showroom, and teaching ranking no.1 at Pi Revolution Mr.woody. The world pioneers, In this case, of course I had to say my deepest gratitude to all the pioneer who had supported this Pi Showroom to stand up, and because of the spirit of Indonesia's for the very real pioneer, they continued to provide support together in one desire to change social status for the better. Finally, the Pi SHOWROOM Application can stand and follow the information of the global Pi Network community. As a President of Pi Showroom, I want to support the success of the Pi Network by contributing to the pioneer of Indonesia. and we supported Pi GCV 314159. The world pioneers, Many obstacles and obstacles that we have been through, but our enthusiasm must live to be successful with the Pi Shop Global (Pi Showroom) with great discourse, and will hold great activities in Indonesia on December 31, 2023 later. And we hope this event can be organized and pleasing to God, and through this opportunity I ask for support from all global pioneers, participating in praying for event plans to be done well, to help Coreteam and Pi Network jobs that will soon be opened Mainnet. The event we will hold is an important history for Pi Showroom. We've got the show " GEBY LAUNCH OF THE GLOBAL SHOWROOM APP TO SUPPORT THE PI NETWORK REVOLUTIONIZES THE ECONOMY OF THE DIGITAL WORLD" It is hoped that at this event can present state officials related to digital money to support the success of the Pi Network. And of course it is very important Indonesian officials can meet face to face with the founder of the Global Showroom, and pioneering supporters. It is hoped that all the pioneers of Indonesia, Pi Global App/Pi Showroom App can immediately open Mainnet in the ecosystem, during the mainnet period closed, this means a pioneer of Indonesia. Thus tonight I convey to world pioneers, Let's continue to support Pi GCV $314,159 For the Mainnet Open Network immediately. Thank you. July 22, 2023 Blessing Irawan Business Ambassador – Pi Network Indonesia. joe public #PiNetwork #PiGCV #WhatIdoforPi

Doris Yin 东方紫莲🪷

44,296 次观看 • 2 年前

🔥 BREAKTHROUGH: PI WALLET NOW SUPPORTS “BUY PI DIRECTLY”! This isn’t just a wallet update — it’s a strategic milestone signaling Pi Network’s leap toward mainstream crypto adoption! 🌍🚀 💥 Why is this feature important? 🔹 1. Safer & transparent trading No more risky P2P or black-market deals. Now you can buy Pi directly in the official ecosystem — protecting real value and preventing manipulation. 🔹 2. Closer to Mainnet This shows Pi is building real liquidity — a key step for major exchange listings and legal adoption (KYC/KYB/AML). 🔹 3. Real money can now enter Connect to fiat/crypto gateways and use Pi in real-life payments — from shopping to services. 🔹 4. Confidence booster for the community Buying directly from the Pi Core Team means: ✅ Pi is no longer “waiting” ✅ It’s moving into real financial use ✊ Pioneers, now is the time to stay strong. As tools mature and the ecosystem grows — 💥 A price breakout could be closer than you think! ✅ Bottom line: “Buy Pi” isn’t just a feature. It’s a declaration: Pi is ready to be a real, usable, legal cryptocurrency. #PiNetwork #PiWallet #CryptoRevolution #KYC #Web3 #Blockchain

🔥 BREAKTHROUGH: PI WALLET NOW SUPPORTS “BUY PI DIRECTLY”! This isn’t just a wallet update — it’s a strategic milestone signaling Pi Network’s leap toward mainstream crypto adoption! 🌍🚀 💥 Why is this feature important? 🔹 1. Safer & transparent trading No more risky P2P or black-market deals. Now you can buy Pi directly in the official ecosystem — protecting real value and preventing manipulation. 🔹 2. Closer to Mainnet This shows Pi is building real liquidity — a key step for major exchange listings and legal adoption (KYC/KYB/AML). 🔹 3. Real money can now enter Connect to fiat/crypto gateways and use Pi in real-life payments — from shopping to services. 🔹 4. Confidence booster for the community Buying directly from the Pi Core Team means: ✅ Pi is no longer “waiting” ✅ It’s moving into real financial use ✊ Pioneers, now is the time to stay strong. As tools mature and the ecosystem grows — 💥 A price breakout could be closer than you think! ✅ Bottom line: “Buy Pi” isn’t just a feature. It’s a declaration: Pi is ready to be a real, usable, legal cryptocurrency. #PiNetwork #PiWallet #CryptoRevolution #KYC #Web3 #Blockchain

Tư Mã Ý

28,453 次观看 • 11 个月前

Cerebras inference is very fast. So fast that it changes how we think about configuring our LLMs for voice agent use cases. Kimi K2.6 is a 1T parameter reasoning model that Cerebras serves at 650 - 1,000 tokens per second (end-to-end throughput), with time to first token metrics as low as 150ms (latency). These numbers are two to three times faster than other similarly capable models. The biggest lever we get from this kind of speed is that we can use the model in reasoning mode, and still have excellent "time to first non-thinking token." This solves a big pain point we have in 2026 for voice agent use cases. Almost all recent innovation in post-training has focused on making models good at reasoning ("test time compute"). This is great, but it makes the user-facing model latency much, much slower. Which is a problem for conversational voice agents. We can run Kimi K2.6 with reasoning turned on, and get responses faster than other models produce with reasoning disabled. On my 30-turn voice agent benchmark, Kimi K2.6 with reasoning enabled ties GPT 5.1 and Haiku 4.5 with reasoning disabled, and is still about 200ms seconds faster! On my primary task agent benchmark, Kimi K2.6 is now the #2 model. It ranks just behind Gemini 3.5 Flash in "high" reasoning mode, and tied with GLM 5, Sonnet 4.6, and GPT 5.4 with reasoning set to "low." But Kimi K2.6 completes each turn in the agent loop in under 500ms. The other four models are all at least 3x slower. (Models only qualify for this benchmark if they can complete task turns at a P50 <4s.) A couple of other things that this speed buys us, for production voice agents: - Tool calls happen fast enough that we don't have to work around tool call latency in our pipeline design. - We can prompt the model to output structured data at the beginning of a response, followed by plain text for voice generation. This opens up possibilities like asking the model to do complex classification/generation tasks that influence the rest of the pipeline. For example, the model could create a detailed style prompt for a steerable TTS model, for each individual conversation turn. And, of course, you can use Kimi K2.6 with reasoning turned off. Cerebras calls this "instant" mode. Here's a video of a Cerebras Kimi K2.6 voice agent with voice-to-voice response time, measured at the client, under 500ms. This is the true response latency as perceived by the user, including all network and audio codec overhead, transcription and turn detection, Kimi K2.6 token generation, and voice generation. 500ms is, effectively, instant. So the Cerebras naming for this mode is a propos. :-)

Cerebras inference is very fast. So fast that it changes how we think about configuring our LLMs for voice agent use cases. Kimi K2.6 is a 1T parameter reasoning model that Cerebras serves at 650 - 1,000 tokens per second (end-to-end throughput), with time to first token metrics as low as 150ms (latency). These numbers are two to three times faster than other similarly capable models. The biggest lever we get from this kind of speed is that we can use the model in reasoning mode, and still have excellent "time to first non-thinking token." This solves a big pain point we have in 2026 for voice agent use cases. Almost all recent innovation in post-training has focused on making models good at reasoning ("test time compute"). This is great, but it makes the user-facing model latency much, much slower. Which is a problem for conversational voice agents. We can run Kimi K2.6 with reasoning turned on, and get responses faster than other models produce with reasoning disabled. On my 30-turn voice agent benchmark, Kimi K2.6 with reasoning enabled ties GPT 5.1 and Haiku 4.5 with reasoning disabled, and is still about 200ms seconds faster! On my primary task agent benchmark, Kimi K2.6 is now the #2 model. It ranks just behind Gemini 3.5 Flash in "high" reasoning mode, and tied with GLM 5, Sonnet 4.6, and GPT 5.4 with reasoning set to "low." But Kimi K2.6 completes each turn in the agent loop in under 500ms. The other four models are all at least 3x slower. (Models only qualify for this benchmark if they can complete task turns at a P50 <4s.) A couple of other things that this speed buys us, for production voice agents: - Tool calls happen fast enough that we don't have to work around tool call latency in our pipeline design. - We can prompt the model to output structured data at the beginning of a response, followed by plain text for voice generation. This opens up possibilities like asking the model to do complex classification/generation tasks that influence the rest of the pipeline. For example, the model could create a detailed style prompt for a steerable TTS model, for each individual conversation turn. And, of course, you can use Kimi K2.6 with reasoning turned off. Cerebras calls this "instant" mode. Here's a video of a Cerebras Kimi K2.6 voice agent with voice-to-voice response time, measured at the client, under 500ms. This is the true response latency as perceived by the user, including all network and audio codec overhead, transcription and turn detection, Kimi K2.6 token generation, and voice generation. 500ms is, effectively, instant. So the Cerebras naming for this mode is a propos. :-)

kwindla

40,319 次观看 • 1 个月前

Kimi Code is good at video reasoning with Kimi K2.6.🎬 Drag in reference videos, ask about colors, shots, or visual style, and Kimi Code can generate a ready-to-use .cube LUT file.🎞️

Kimi Code is good at video reasoning with Kimi K2.6.🎬 Drag in reference videos, ask about colors, shots, or visual style, and Kimi Code can generate a ready-to-use .cube LUT file.🎞️

Kimi Developers

13,574 次观看 • 27 天前

📌 Pi Network & GCV – The Global Consensus Value 1. What is GCV? GCV (Global Consensus Value) is the price level that the global Pi Network community agrees to adopt when exchanging goods and services using Pi. This is not a value dictated by exchanges, but rather a community-driven value built on collective trust and demand. 2. How it differs from free market prices Exchange Price: Fluctuates according to supply and demand, often influenced by speculation. GCV: Stable, designed to protect real users’ value and avoid manipulation by “whales.” If the traditional crypto market is like a turbulent ocean, GCV acts as a safe harbor where transactions are grounded in trust and mutual agreement. 3. Why is GCV important for Pi? Protects labor value: Every Pi mined represents time and effort invested by its user. Builds a stable economic foundation: Makes it easier for businesses and individuals to price products and services. Encourages commercial adoption: Stable pricing motivates merchants to accept Pi without fear of volatility. 4. Real-world application of GCV Many Pi communities around the world (including Vietnam) already use GCV in Pi markets and trading groups. For example: 1 Pi = 314.159 VND (a symbolic number linked to the mathematical π). Some groups use 1 Pi = 100 USD for high-value goods. The key point: this price is community-agreed, not exchange-listed. 5. Challenges & Prospects Challenges: If GCV is set too high compared to market prices, it can create a gap and reduce liquidity. Prospects: Widespread adoption of GCV could make it the “reference price” for Pi commerce, building a trust-based, decentralized economy. 💡 Conclusion: Pi Network is taking a different path from most crypto projects – instead of fully relying on volatile market prices, it trusts in value created by the community. GCV serves as the “compass,” guiding Pi away from excessive fluctuations and towards building an early, stable economy. If the community continues to uphold this consensus and use GCV in real-world transactions, Pi could potentially become the first stable digital currency driven by global consensus.

📌 Pi Network & GCV – The Global Consensus Value 1. What is GCV? GCV (Global Consensus Value) is the price level that the global Pi Network community agrees to adopt when exchanging goods and services using Pi. This is not a value dictated by exchanges, but rather a community-driven value built on collective trust and demand. 2. How it differs from free market prices Exchange Price: Fluctuates according to supply and demand, often influenced by speculation. GCV: Stable, designed to protect real users’ value and avoid manipulation by “whales.” If the traditional crypto market is like a turbulent ocean, GCV acts as a safe harbor where transactions are grounded in trust and mutual agreement. 3. Why is GCV important for Pi? Protects labor value: Every Pi mined represents time and effort invested by its user. Builds a stable economic foundation: Makes it easier for businesses and individuals to price products and services. Encourages commercial adoption: Stable pricing motivates merchants to accept Pi without fear of volatility. 4. Real-world application of GCV Many Pi communities around the world (including Vietnam) already use GCV in Pi markets and trading groups. For example: 1 Pi = 314.159 VND (a symbolic number linked to the mathematical π). Some groups use 1 Pi = 100 USD for high-value goods. The key point: this price is community-agreed, not exchange-listed. 5. Challenges & Prospects Challenges: If GCV is set too high compared to market prices, it can create a gap and reduce liquidity. Prospects: Widespread adoption of GCV could make it the “reference price” for Pi commerce, building a trust-based, decentralized economy. 💡 Conclusion: Pi Network is taking a different path from most crypto projects – instead of fully relying on volatile market prices, it trusts in value created by the community. GCV serves as the “compass,” guiding Pi away from excessive fluctuations and towards building an early, stable economy. If the community continues to uphold this consensus and use GCV in real-world transactions, Pi could potentially become the first stable digital currency driven by global consensus.

Learn everything

17,422 次观看 • 11 个月前

Why does Pi feel so different from other blockchains? Why does utility matter? Pi Founder Chengdiao Fan explains Pi’s emphasis on utility and how Pi distinguishes itself in the blockchain industry.

Why does Pi feel so different from other blockchains? Why does utility matter? Pi Founder Chengdiao Fan explains Pi’s emphasis on utility and how Pi distinguishes itself in the blockchain industry.

Pi Network

286,314 次观看 • 4 个月前

BSCN is the Top Staked App on Pi App Studio Just hours after unveiling the 'BSCN Pioneer Brief' within the $PI Pi Network's Pi Browser, we have hit a new milestone. BSCN is now the leading application with the most boost from Pioneers and Businesses on the Pi App Studio. As of writing, over 740K PI has been staked, boosting our ranking and service in the Pi Ecosystem. We are also featured on the Pi Browser Homepage as the "Top Staked App Studio" Application. Thanks to all Pioneers for this remarkable feat!

BSCN is the Top Staked App on Pi App Studio Just hours after unveiling the 'BSCN Pioneer Brief' within the $PI Pi Network's Pi Browser, we have hit a new milestone. BSCN is now the leading application with the most boost from Pioneers and Businesses on the Pi App Studio. As of writing, over 740K PI has been staked, boosting our ranking and service in the Pi Ecosystem. We are also featured on the Pi Browser Homepage as the "Top Staked App Studio" Application. Thanks to all Pioneers for this remarkable feat!

BSCN

65,132 次观看 • 11 天前

Pioneers, the Revolution Is in Our Hands! 🌏 We are living in a historic moment! Pi Network is not just another cryptocurrency – it is a global movement that can forever transform the world’s financial system. But for this to happen, we must act with intelligence, unity, and determination. We are millions of Pioneers across the planet, connected by a single ideal: building a decentralized, fair, and accessible future for all. No government, bank, or financial elite can dictate the value of Pi. We are the force driving this revolution! The True Value of Pi Is in Our Hands! The GCV of $314,159 is not just a number – it is a symbol of our vision, our confidence, and our mission. Pi is worth what we believe and make happen. If we want to see Pi shine, we must act now: Say NO to exchanges that try to manipulate Pi’s value! Withdraw and protect your coins. Refuse to sell your Pi for unfair prices! We determine its value. Use Pi in real transactions! The more we use it, the stronger it becomes. Spread the word, encourage others, make history! The more people believe, the more powerful it gets. Create scarcity! The harder it is to obtain Pi, the more valuable it will be. The World Is Watching – Let’s Show Them Our Strength! The early days of Bitcoin were filled with uncertainty. Many doubted it. Today, it is a global phenomenon! Now, we stand before an even greater moment: the birth of a cryptocurrency that is truly accessible to all. But Pi’s future will not be written by speculators. It will be written by US! The decision is in our hands. We can allow our dream to be manipulated, or we can change history and make Pi a global powerhouse! If every Pioneer acts with faith, strategy, and commitment, the GCV of $314,159 will not be a wish – it will be an undeniable reality! Together, we are unstoppable! The future is now! I am Sérgio Cruz, the Global GCV Ambassador from Portugal 🇵🇹

Pioneers, the Revolution Is in Our Hands! 🌏 We are living in a historic moment! Pi Network is not just another cryptocurrency – it is a global movement that can forever transform the world’s financial system. But for this to happen, we must act with intelligence, unity, and determination. We are millions of Pioneers across the planet, connected by a single ideal: building a decentralized, fair, and accessible future for all. No government, bank, or financial elite can dictate the value of Pi. We are the force driving this revolution! The True Value of Pi Is in Our Hands! The GCV of $314,159 is not just a number – it is a symbol of our vision, our confidence, and our mission. Pi is worth what we believe and make happen. If we want to see Pi shine, we must act now: Say NO to exchanges that try to manipulate Pi’s value! Withdraw and protect your coins. Refuse to sell your Pi for unfair prices! We determine its value. Use Pi in real transactions! The more we use it, the stronger it becomes. Spread the word, encourage others, make history! The more people believe, the more powerful it gets. Create scarcity! The harder it is to obtain Pi, the more valuable it will be. The World Is Watching – Let’s Show Them Our Strength! The early days of Bitcoin were filled with uncertainty. Many doubted it. Today, it is a global phenomenon! Now, we stand before an even greater moment: the birth of a cryptocurrency that is truly accessible to all. But Pi’s future will not be written by speculators. It will be written by US! The decision is in our hands. We can allow our dream to be manipulated, or we can change history and make Pi a global powerhouse! If every Pioneer acts with faith, strategy, and commitment, the GCV of $314,159 will not be a wish – it will be an undeniable reality! Together, we are unstoppable! The future is now! I am Sérgio Cruz, the Global GCV Ambassador from Portugal 🇵🇹

Doris Yin 东方紫莲🪷

17,716 次观看 • 1 年前

Qwen Intelligence Files: Smarter Agent. Meet the ultimate master. Alibaba's Qwen-3.5 Plus excels in reasoning, coding, and creative tasks with no limitations. Smarter, sharper, and mission-ready. Coding plan now just $5/mo.

Qwen Intelligence Files: Smarter Agent. Meet the ultimate master. Alibaba's Qwen-3.5 Plus excels in reasoning, coding, and creative tasks with no limitations. Smarter, sharper, and mission-ready. Coding plan now just $5/mo.

Alibaba Cloud

342,356 次观看 • 4 个月前

Pi Network UpDates🎁 How to Use Pi Coin To Buy Something Today - The Best way to buy anything using Pi coins is at the PI Chain Mall (PCM). The PCM is a Decentralized application Dapp that operates within the Pi Network. PCM serves as a decentralized marketplace where users from around the world can engage in Buying, Selling and trading various goods and services using PI tokens as their currency. PCM has been developed since the early stages of the PI network and achieved recognition as the second place business app in the inaugural Pi Network Hackathon held in October 2021. - The functioning of PCM is straightforward. Users can create a profile, connect it to their Pi Wallet, and commence participating in Buying and Selling activities. While it is not mandatory to complete the know your customer KYC process to join PCM, it will become a requirement for all members as the Pi Network progresses towards its Open Mainet. With members hailing from various countries, including China, VietNam and Nigeria, the PCM network operates globally. "Follow me to understand and use Dapps within the Pi Network ecosystem." Please watch the entire video to understand more thoroughly👇 #PiNetwork

Pi Dapp News π

13,210 次观看 • 2 年前

🚀 Global Pi Market: A Game-Changing App Igniting the Pi Network Economy 🌍NO OTHER CRYPTO LIKE PI NETWORK🔥 In a world rapidly shifting towards decentralized economies, Global Pi Market has emerged as a groundbreaking platform that’s not just connecting buyers and sellers — it’s redefining value exchange within the Pi Network ecosystem. More than an app, Global Pi Market is a revolution in peer-to-peer commerce, powered by the decentralized, secure, and accessible currency of the people: Pi Coin (𝛑). ⸻ 🔓 The Doorway to Real-World Utility For years, millions of Pioneers have mined Pi with faith in its future value and utility. That future is now. Global Pi Market is the bridge between the digital currency and the real economy, offering a vibrant marketplace where Pioneers can use Pi Coin to buy and sell: •🚗 Cars and motorcycles •👕 Clothing, shoes, and luxury jewelry •📱 Smartphones, laptops, and electronics •📚 Books, services, and even job listings •💼 Business tools and digital assets What once felt like a dream is now an everyday reality. No more waiting for centralized exchanges to dictate Pi’s worth — the value is being proven by people, for people. ⸻ 🌐 A Global Movement Unlike conventional e-commerce platforms limited by national currencies, borders, or banks, Global Pi Market runs on Pi Coin, which knows no borders and charges no traditional transaction fees. This means: •🌎 Anyone, anywhere can participate •💱 Fair, decentralized pricing set by the community •🤝 Trust-based trade, rooted in verified Pioneer identity This is what makes it powerful: Global Pi Market isn’t just a marketplace. It’s the first global platform where value is truly democratized, where everyone has a seat at the table — regardless of where they live or what’s in their bank account. ⸻ 🔥 Fueling the Open Network Era Since Pi Network launched its Open Network on February 20, 2025, pioneers around the world have been hungry for real-world use cases. Global Pi Market delivers exactly that — and more. It legitimizes Pi Coin as a usable currency, not just a speculative token. Here, Pi is not just traded. It’s spent, earned, exchanged, and reinvested. It’s how people are buying cars. Starting side hustles. Launching new brands. Hiring freelancers. Offering services. Building their dreams. ⸻ 💡 Why It Matters This is more than a platform. It’s a movement. The rise of Global Pi Market shows the world that decentralized finance isn’t coming — it’s already here. And Pi Network isn’t waiting for permission to change the world. It’s building it. ⸻ ✊ Join the Revolution Whether you’re a seller looking to tap into a global audience, a buyer looking for fair deals, or a Pioneer eager to put your Pi to use — Global Pi Market is your gateway. ✅ Download the app. ✅ List or shop using Pi. ✅ Be part of the decentralized economy of the future. This is your moment. This is your movement. This is Global Pi Market. Let’s change the world — 𝛑 transaction at a time.

🚀 Global Pi Market: A Game-Changing App Igniting the Pi Network Economy 🌍NO OTHER CRYPTO LIKE PI NETWORK🔥 In a world rapidly shifting towards decentralized economies, Global Pi Market has emerged as a groundbreaking platform that’s not just connecting buyers and sellers — it’s redefining value exchange within the Pi Network ecosystem. More than an app, Global Pi Market is a revolution in peer-to-peer commerce, powered by the decentralized, secure, and accessible currency of the people: Pi Coin (𝛑). ⸻ 🔓 The Doorway to Real-World Utility For years, millions of Pioneers have mined Pi with faith in its future value and utility. That future is now. Global Pi Market is the bridge between the digital currency and the real economy, offering a vibrant marketplace where Pioneers can use Pi Coin to buy and sell: •🚗 Cars and motorcycles •👕 Clothing, shoes, and luxury jewelry •📱 Smartphones, laptops, and electronics •📚 Books, services, and even job listings •💼 Business tools and digital assets What once felt like a dream is now an everyday reality. No more waiting for centralized exchanges to dictate Pi’s worth — the value is being proven by people, for people. ⸻ 🌐 A Global Movement Unlike conventional e-commerce platforms limited by national currencies, borders, or banks, Global Pi Market runs on Pi Coin, which knows no borders and charges no traditional transaction fees. This means: •🌎 Anyone, anywhere can participate •💱 Fair, decentralized pricing set by the community •🤝 Trust-based trade, rooted in verified Pioneer identity This is what makes it powerful: Global Pi Market isn’t just a marketplace. It’s the first global platform where value is truly democratized, where everyone has a seat at the table — regardless of where they live or what’s in their bank account. ⸻ 🔥 Fueling the Open Network Era Since Pi Network launched its Open Network on February 20, 2025, pioneers around the world have been hungry for real-world use cases. Global Pi Market delivers exactly that — and more. It legitimizes Pi Coin as a usable currency, not just a speculative token. Here, Pi is not just traded. It’s spent, earned, exchanged, and reinvested. It’s how people are buying cars. Starting side hustles. Launching new brands. Hiring freelancers. Offering services. Building their dreams. ⸻ 💡 Why It Matters This is more than a platform. It’s a movement. The rise of Global Pi Market shows the world that decentralized finance isn’t coming — it’s already here. And Pi Network isn’t waiting for permission to change the world. It’s building it. ⸻ ✊ Join the Revolution Whether you’re a seller looking to tap into a global audience, a buyer looking for fair deals, or a Pioneer eager to put your Pi to use — Global Pi Market is your gateway. ✅ Download the app. ✅ List or shop using Pi. ✅ Be part of the decentralized economy of the future. This is your moment. This is your movement. This is Global Pi Market. Let’s change the world — 𝛑 transaction at a time.

Mr Spock 𝛑

21,372 次观看 • 1 年前

🇵🇭🇵🇭🇵🇭 The Philippines is hosting the PIGCV Barter + Pi Education Conference, challenging the new financial order and embracing the Pi Web3 network. For those without Pi, please purchase it on an exchange; Pi is only used for buying products.

🇵🇭🇵🇭🇵🇭 The Philippines is hosting the PIGCV Barter + Pi Education Conference, challenging the new financial order and embracing the Pi Web3 network. For those without Pi, please purchase it on an exchange; Pi is only used for buying products.

PI记者报Global news🌟

12,678 次观看 • 1 年前

Why use the regular Twitter (X) app, YouTube, or Google app—when you could be earning Pi just by visiting your favorite websites through the Pi Browser? This is the cheat code every true Pioneer should know. Every time you use the Pi Browser to explore the internet, you’re not just browsing—you’re supporting the Pi Network ecosystem and contributing to the future of Web3. The Pi Browser isn’t just another tool. It’s a gateway—a revolutionary bridge between Web2 and Web3. While others are stuck using outdated apps that give nothing back, Pioneers are earning real value, real utility, and building the foundation of a decentralized digital economy. Think about it: •Why scroll on X (Twitter) for free when you could be scrolling and earning? •Why watch videos on YouTube without benefit when you could be part of a network that rewards your engagement? •Why search the web without purpose when Pi Browser turns your actions into economic participation? This is the mindset shift. This is how early adopters win. Pioneers don’t wait for the future—they create it. Every tap, scroll, and click through the Pi Browser fuels a new kind of internet—where you own your data, your time, and your value. So, next time you go online, ask yourself: Am I just consuming? Or am I building the future of Web3 with Pi? Choose smart. Choose purpose. Choose the Pi Browser. Because this isn’t just browsing—it’s a revolution. Check your Utilities bonus in the Pi app if you’ve been using the Pi Browser, and see how much bonus you’ve earned! Pi Network Nicolas Kokkalis 😀🖖🏼🚀” #PiNetwork #Web3 #PioneerMindset #PiBrowser #DigitalFreedom

Why use the regular Twitter (X) app, YouTube, or Google app—when you could be earning Pi just by visiting your favorite websites through the Pi Browser? This is the cheat code every true Pioneer should know. Every time you use the Pi Browser to explore the internet, you’re not just browsing—you’re supporting the Pi Network ecosystem and contributing to the future of Web3. The Pi Browser isn’t just another tool. It’s a gateway—a revolutionary bridge between Web2 and Web3. While others are stuck using outdated apps that give nothing back, Pioneers are earning real value, real utility, and building the foundation of a decentralized digital economy. Think about it: •Why scroll on X (Twitter) for free when you could be scrolling and earning? •Why watch videos on YouTube without benefit when you could be part of a network that rewards your engagement? •Why search the web without purpose when Pi Browser turns your actions into economic participation? This is the mindset shift. This is how early adopters win. Pioneers don’t wait for the future—they create it. Every tap, scroll, and click through the Pi Browser fuels a new kind of internet—where you own your data, your time, and your value. So, next time you go online, ask yourself: Am I just consuming? Or am I building the future of Web3 with Pi? Choose smart. Choose purpose. Choose the Pi Browser. Because this isn’t just browsing—it’s a revolution. Check your Utilities bonus in the Pi app if you’ve been using the Pi Browser, and see how much bonus you’ve earned! Pi Network Nicolas Kokkalis 😀🖖🏼🚀” #PiNetwork #Web3 #PioneerMindset #PiBrowser #DigitalFreedom

Mr Spock 𝛑

19,484 次观看 • 1 年前