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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...

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raymel 👋

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47,901 Aufrufe • vor 5 Monaten •via X (Twitter)

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JoJo-π

26,151 Aufrufe • vor 1 Jahr

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Doris Yin 东方紫莲🪷

44,308 Aufrufe • vor 3 Jahren

Pi is future crypto currency! Pi is a revolution! Pi community is a big family! We have the same journey almost 4 years. Thanks to CT hard work! Pi has 233 countries and 35 million pioneers at least. We learn the spirit of Pi is Tolerance, Equality, Openness, No discrimination!
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Pi is future crypto currency! Pi is a revolution! Pi community is a big family! We have the same journey almost 4 years. Thanks to CT hard work! Pi has 233 countries and 35 million pioneers at least. We learn the spirit of Pi is Tolerance, Equality, Openness, No discrimination!

Doris Yin 东方紫莲🪷

39,945 Aufrufe • vor 3 Jahren

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. :-)
0:40

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

40,593 Aufrufe • vor 5 Monaten

🔥 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
1:34

🔥 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

28,497 Aufrufe • vor 1 Jahr

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.🎞️
0:37

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

13,917 Aufrufe • vor 4 Monaten

Introducing Pi in Rust Me and claude ported the entire pi coding agent to pure rust. Less than 90mb memory usage and much faster startup. Still in the working, but all my custom and installed extensions is working!! Give it a try and follow a long. (plus a little star)
0:51

Introducing Pi in Rust Me and claude ported the entire pi coding agent to pure rust. Less than 90mb memory usage and much faster startup. Still in the working, but all my custom and installed extensions is working!! Give it a try and follow a long. (plus a little star)

Lasse

31,170 Aufrufe • vor 10 Tagen

📌 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.
4:30

📌 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

17,634 Aufrufe • vor 1 Jahr

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!
0:30

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

65,715 Aufrufe • vor 4 Monaten

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 🇵🇹
3:39

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 Aufrufe • vor 1 Jahr