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Meet Liquid ShieldFlow. An on-device privacy layer powered by a device-native Liquid Foundation Model, Liquid ShieldFlow redacts sensitive data before it ever leaves your machine. No GPU needed and light on memory. It runs on almost any PC, locally, in real time. ShieldFlow was featured yesterday at Microsoft Build...

20,762 просмотров • 1 месяц назад •via X (Twitter)

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liquid has problem? a complaint from abdullah (liquid user) about founder liquid (Franklyn Wang) take advantage him from a leaked message between founder liquid and former cm liquid (alex) content about they discussed additional bonuses for those who reached trading volume milestones reward $1,000 for $5m volume that information was leaked to Abdullah, and a friend of his made almost $9m volume when abdullah went back to claim reward, the founder liquid said that reward $5m volume = $1,000 just for "KOL" he offers abdullah $500 for almost $9m volume, and after some debate is $600 and then $800 and when abdullah asked again, he said it was just an idea and hadn't been confirmed, but in a previous message he said it was only for "KOL" he also threatened to block abdullah, which forced the abdullah to accept the $800 reward for almost $9m volume a leaked message from a group revealed that the founder liquid actually confirmed he would pay $1,000 for the $5m volume, but he didn't want to pay too much to abdullah furthermore, founder liquid is exploiting abdullah, who spoke about the affiliate lead, and founder liquid said "get 100 users" after he finished, he was blocked by liquid founder, then used many accounts to harass them but received no response more, abdullah contributed greatly to liquid, at the time founder Liquid acknowledged that he was on the team and was an affiliate, and he said that abdullah was very helpful after all the info and evidence was provided to me, i contacted founder liquid to work on this issue but all the responses simply stated that no promises had been made and placed all the blame on abdullah he said that abdullah had cheated many people and provided them with low-quality, and that liquid only earned $30 from abdullah work but he forgot he said abdullab was "very helpful", and even told him to go earn $20m volume daily lmao one piece of unsubstantiated information is that he offered abdullah $10 per referral, but when abdullah earned over 100 referral, he disappeared founder liquid has also banned Abdullah on all platforms and also banned abdullah on discord, he also hasn't answered my two most recent questions ggs

0xviet

37,942 просмотров • 2 месяцев назад

Perplexity CEO Aravind Srinivas on the biggest threat to the data center industry: It's not competition. It's not regulation. It's decentralisation. "The biggest threat to a data center is if the intelligence can be packed locally on a chip that's running on the device and then there's no need to inference all of it on like one centralized data center." He outlines how this could work in practice. Personalisation doesn't necessarily require on-device model training. Retrieval augmented generation, tool calls, and local data can already tailor AI to individual users. But the real unlock? Test time training. Aravind Srinivas describes a future where AI lives on your device, watches how you work and gradually automates your repetitive tasks. "Imagine we crack test time training where the AI watches tasks you repeatedly do on your local system, adapts to you over time and starts automating a lot of the things you do." The key insight: in this model, the intelligence belongs to you. It's your data, your device, your personalised AI brain. And if that future arrives, the economics of centralised infrastructure start to collapse. "That really disrupts the whole data center industry. It doesn't make sense to spend all this money, 500 billion, 5 trillion, whatever on building all the centralized data centers across the world that do a lot of the intelligence workloads for people." The companies spending trillions on centralised infrastructure may want to rethink where intelligence actually needs to live.

Big Brain AI

90,102 просмотров • 5 месяцев назад

QVAC SDK 0.14.0 is live. This release makes the on-device stack faster on mobile, ships the developer-agent path, and takes local text-to-speech to 31 languages. Main highlights: - OpenCode and OpenClaw. The first official OpenCode plugin, plus a maintained OpenClaw compatibility path, both built on managed mode and qvac serve. Point a coding agent at a local model with far less setup and far fewer surprises. - Brain-computer interface transcription, on the SDK. Take recorded neural signal data and decode it into text, fully on-device, no cloud. Stream it in chunks through a simple API. In 0.14 it runs GPU-accelerated on iOS. - Text to Speech in 31 languages with our Supertonic3 upgrade. VOICE AND SPEECH - Supertonic3 multilingual TTS, 5 languages to 31. - Chatterbox and Supertonic now run on the Android GPU, with lower memory use (especially on iOS), quantized s3gen Chatterbox support, and a fix for Chatterbox occasionally emitting random speech. - Whisper transcription now runs on the iOS GPU. Parakeet runs on the Android GPU, with steadier real-time streaming. VISION AND OCR - VLM multi-tile batching: high-resolution Pan and Scan images are encoded in one pass instead of tile by tile, for faster vision throughput. - OCR on ggml (EasyOCR and DocTR) reaches full speed parity with the onnx path, across Metal, OpenCL, and Vulkan. PLATFORM AND RELIABILITY - Dynamic compute backends on Linux: one build picks the right backend at runtime, and opens the door to ROCm and CUDA support without per-backend builds. - Thinking tokens are kept out of the model context, so reasoning no longer fills the KV cache. SDK 0.14.0 is now leaner and faster to start. Let’s build.

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23,973,950 просмотров • 1 месяц назад