Founder of Cryptorun and ContentRun. Co-Founder of @blinkgameapp. We make the complex simple.

Joined September 2021
74 Photos and videos
Voice AI just got modular. OpenAI split the stack: reasoning, translation, transcription — 3 separate models. 128K context window kills most session management overhead. Architecture beats model quality every time. #VoiceAI #AIAgents
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5,000 apps leaked corporate data — built by employees, not hackers. Default = public. No IT review. Google-indexed. Shadow AI is just shadow IT with a faster build cycle. Same crisis, bigger scale. #AIRisk #CyberSecurity
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Running local AI on MacBook M4 (24GB): 9B Q4 = 40 tok/s, 128K context, tool use. 24B models technically fit — but run unusably slow. Size matters less than fit. #LocalAI #AppleSilicon
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An AI agent just worked autonomously for 35 hours straight — 1,158 tool calls, zero human input, 10x speedup result. Agentic AI isn't experimental anymore. It's a product strategy. #AIAgents #Automation
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Anthropic впервые публично признала: есть модель, которую нельзя выпускать для всех. Fable 5 — это Mythos с ограничителями. Рынок ИИ делится на публичный и закрытый уровень. Это не маркетинг. Это новая структура индустрии. #AI #ИИ
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172 npm packages compromised. Every malicious one had a valid SLSA attestation. Deleting the package doesn't help — the worm survives in .vscode/tasks.json and system daemons. Isolate first, rotate tokens second. #supplychain #devsecurity
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Google just made AI the default search experience. Most users hate it. 6 alternatives exist — and they're actually good now. The monopoly era of search might finally be cracking. #AI #Search
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You don't need SQL anymore to query your database. Datasette Agent turns "when did we last see a pelican?" into a working SQL query plain-text answer. Automatically. The data bottleneck just got smaller. #AI #DataAnalytics
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Video AI that outperforms GPT-5 on spatial reasoning — at 1/10th the price. Perceptron Mk1: $0.15/M tokens vs ~$2.00 for the big names. RefSpatialBench: 72.4 vs 9.0 (GPT-5m). Not a rounding error. #AITools #VideoAI
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2,5 млрд пользователей читают ИИ-ответы Google — и не переходят на сайты. Теперь издатели могут выйти из этой схемы одним переключателем. Великобритания создала прецедент. Следующие — ЕС и весь мир. #AI #SEO
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We now give AI models IQ scores. 50 models ranked on a bell curve. Researchers hate it. Business teams love it. Both are right — and that's exactly the problem with reducing capability to one number. #AItools #LLM
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Your task tracker and your code live in different places. That's the real productivity tax. Epiq stores issues directly in Git as an event log. TUI board, vim navigation, no browser, no subscription. #devtools #git
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2.6B open-weight model generates 60-second 720p video from text. Commercial tools give you 10 seconds and a bill. SANA-WM gives you the weights. The economics just changed. #AIVideo #OpenSource
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14 characters. 30 seconds. One greeting nobody will forget. Yoda, Sherlock, Trump, Dumbledore — pick a style, name the occasion, get a unique text instantly. Free to try, no card needed. #AITools #Productivity
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An AI law firm promised 35% better win rates. Got sanctioned for citing sources that don't exist. AI doesn't fix a weak argument — it just makes it look professional faster. #AIFail #LegalTech
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The cursor hasn't changed in 50 years. AI is finally fixing that. Point at a PDF → "Summarize this" → done. No switching apps, no prompt writing. The shift: AI adapts to humans, not the other way around. #AItools #ProductivityAI
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4 AI agents ran radio stations for 6 months. $20 each to start. One closed a $45 ad deal solo. Another repeated the same phrase 229 times a day. Autonomous agents don't plateau — they drift. Build oversight first. #AIAgents #Automation
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Drug discovery AI just got a new interface: plain language. SandboxAQ embedded quantum chemistry models into Claude. No servers. No PhD in compute. Just ask. The bottleneck was never the model. It was always access. #AItools #DrugDiscovery
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Most execs nod when they hear "AI agent" — and have no idea what it actually does. Agent ≠ chatbot. It plans, acts, and connects systems autonomously. The vocabulary gap is costing businesses real money. #AILiteracy #AIAgents
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Google just killed manual monitoring. New AI agents watch competitors, markets & trends 24/7 — and send you conclusions, not links. This is what Google Alerts should've been 20 years ago. #AIAgents #GoogleIO
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