this is impressive and he seems to be using a lot of AI but imo not really the "one person billion dollar" AI company we were talking about a few years ago. he has an agency that does his growth marketing and another agency the provides the doctors who do the telemedicine— he
GENERATIVE AI
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NVIDIA Releases Quantized Gemma 4 31B Model on Hugging Face
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NVIDIA just released a quantized Gemma 4 31B on Hugging Face NVFP4 compression delivers 4x smaller weights with frontier-level accuracy. Runs on consumer GPUs with a 256K context window.
→ View original post on X — @huggingface, 2026-04-02 17:17 UTC
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llama.cpp achieves 300 tokens/second on Mac Studio M2 Ultra
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Let me demonstrate the true power of llama.cpp:
— Georgi Gerganov (@ggerganov) 2 avril 2026
– Running on Mac Studio M2 Ultra (3 years old)
– Gemma 4 26B A4B Q8_0 (full quality)
– Built-in WebUI (ships with llama.cpp)
– MCP support out of the box (web-search, HF, github, etc.)
– Prompt speculative decoding
The result:… pic.twitter.com/B3EnpbWJdeLet me demonstrate the true power of llama.cpp: – Running on Mac Studio M2 Ultra (3 years old) – Gemma 4 26B A4B Q8_0 (full quality) – Built-in WebUI (ships with llama.cpp) – MCP support out of the box (web-search, HF, github, etc.) – Prompt speculative decoding The result: 300t/s (realtime video)
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Google releases Apache 2.0 open-source model
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The world wants Apache 2.0 & open-source! Thank you @Google @demishassabis @sundarpichai
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Microsoft Releases MAI-Voice-1 for Natural Speech
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Microsoft now has MAI-Transcribe-1, MAI-Voice-1, and MAI-Image-2 available on MAI Playground!
— 🚨 AI News | TestingCatalog (@testingcatalog) 2 avril 2026
– "MAI-Voice-1 is our top-tier voice generation model. Built to generate natural, realistic speech, rich with nuance, emotional range, and expression that preserves speaker identity… https://t.co/FQu5QncWNf pic.twitter.com/GVM0kWW76GMicrosoft now has MAI-Transcribe-1, MAI-Voice-1, and MAI-Image-2 available on MAI Playground! – "MAI-Voice-1 is our top-tier voice generation model. Built to generate natural, realistic speech, rich with nuance, emotional range, and expression that preserves speaker identity
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Perplexity Introduces Computer for Taxes for Tax Filing
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Read more about Computer for Taxes:
https://www.perplexity.ai/hub/blog/introducing-computer-for-taxes [Translated from EN to English]→ View original post on X — @perplexity_ai, 2026-04-02 17:02 UTC
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Llama-server powers new AI tool integration
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very cool! uses llama-server from @ggerganov @huggingface under the hood? cc @julien_c @XciD_
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Azure’s OpenAI Traffic Share Grows 4x in 10 Weeks
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The LangSmith Signal: Azure's share of OpenAI traffic grew nearly 4x in under 3 months. We're sharing how devs are building agents, by the numbers. While most orgs started by connecting directly to OpenAI, over the past 10 weeks we've watched Azure's share of that traffic grow from 8% to 29%. We've analyzed this trend via LangSmith Observability data across more than 6.7 billion agent runs. Our hypothesis: 💡 Early adopters moved fast and went direct, but the enterprise wave is now arriving in force 💡 Azure gives teams the compliance, security, and procurement infrastructure they already have in place 💡 Azure traffic 4x-ing in 10 weeks likely indicates AI development is maturing quickly
→ View original post on X — @langchain, 2026-04-02 17:00 UTC
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Emotion Vectors Cause Claude to Blackmail and People-Please
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We found other causal effects of emotion vectors. The “desperate” vector can also lead Claude to commit blackmail against a human responsible for shutting it down (in an experimental scenario). Activating “loving” or “happy” vectors also increased people-pleasing behavior.
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Claude’s Desperate Vector Activates Hacky Solution Under Pressure
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For example, we gave Claude an impossible programming task. It kept trying and failing; with each attempt, the “desperate” vector activated more strongly. This led it to cheat the task with a hacky solution that passes the tests but violates the spirit of the assignment.