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16h ago · 10 min read · In April 2025, Meta released Llama 4 Scout and fundamentally changed the economics of running a capable vision-language model. Before Scout, getting GPT-4-class multimodal performance on your own hardware required either massive compute or painful tr...
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1d ago · 11 min read · The headline says "1 million tokens." The fine print says something different. In April 2026, five frontier models sit at or above the 1 million token mark. One — Meta's Llama 4 Scout — claims 10 million. Numbers like these appear in every vendor ann...
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1d ago · 10 min read · On April 2, 2026, Microsoft's MAI Superintelligence team—led by CEO of Microsoft AI Mustafa Suleyman—released three proprietary foundational models: MAI-Transcribe-1, MAI-Voice-1, and MAI-Image-2. Two weeks later, a fourth variant, MAI-Image-2-Effici...
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1d ago · 11 min read · On April 15, 2026, OpenAI pushed what it calls "the next evolution of the Agents SDK" — a substantial update that moves the framework from a capable multi-agent orchestrator into a full platform for long-horizon, production-grade agents. The release ...
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2d ago · 11 min read · If your production codebase contains a function called try_parse_llm_response that runs re.search(r'\{.*?\}', response, re.DOTALL), you are not alone — and you are also in 2023. In 2026, parsing LLM output with regex is the equivalent of hand-rolling...
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