Sandboxes must achieve 2 things at the same time… The speed of a serverless function. You cannot make an agent wait 2 minutes for a VM to start. It must offer the persistent state of a complete machine. Agents are not
SOFTWARE
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Real-time streaming inference model for interactive worlds
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/5 An interactive world isn't truly interactive if it lags. This model is built specifically for real-time streaming inference. Using DMD-style distillation and an autoregressive rolling KV cache, it generates environments chunk-by-chunk from noise. When paired with asynchronous
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Announcement of new GPT-5.6, Pro, and bidirectional voice models this Thursday
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It looks like we are going to have a whole range of new GPT models this Thursday: GPT-5.6, 5.6 Pro, and a new bidirectional voice model. Initial tests of the voice model have been exceptional, this is exactly what I was hoping for two years ago!
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Sonnet 5 tests ongoing, excellent release ahead
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It seems that the first tests with Sonnet 5 are already in progress. If this is confirmed, we are in for an excellent release!
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LLM Engineering Projects Roadmap 2026 Edition
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The Ultimate Step-By-Step LLM Engineering Projects Roadmap (2026 Edition) – Build a tokenizer
– Learn embeddings
– Implement RoPE / ALiBi
– Hand-wire attention
– Build MHA
– Build a Transformer block
– Train a mini-former
– Compare objectives
– Build sampling
– Speculative -
AI agents strengthen internal control of digital operations
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AI agents can help businesses maintain better control over their digital operations. By managing data, decision logic, and workflows internally, they reduce reliance on external platforms and improve resilience.
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Eliminating false positives key for AI predictive maintenance
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What makes an AI predictive maintenance solution actually stick in manufacturing? It comes down to eliminating false positives. Partner content with TDK SensEI. #TDK_iioT pic.twitter.com/aXgA2ksV2s
— Lucian Fogoros (@fogoros) 22 juin 2026What makes an AI predictive maintenance solution actually stick in manufacturing? It comes down to eliminating false positives. Partner content with TDK SensEI. #TDK_iioT
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Conversation with the co-founder of Notion about the agent-first evolution
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I sat down with Akshay Kothari (@akothari), co-founder of @NotionHQ , to talk about Notion’s evolution from a notes app into an agent-first workspace.
— Chubby♨️ (@kimmonismus) 22 juin 2026
We discussed:
• why templates became Notion’s real unlock
• how humans, code, and AI agents will work side by side
•… pic.twitter.com/pCaoojndGsI sat down with Akshay Kothari (@akothari), co-founder of @NotionHQ, to discuss Notion's evolution from a note-taking app to an agent-first workspace. We talked about: • why templates became the real breakthrough
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Sakana Fugu: Single Model API for Multi-Agent Systems
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Sakana Fugu: Providing Multi-Agent Systems as a Single Model API https://
sakana.ai/fugu-release/#
Japanese
… Related article: Sakana Fugu Technical Report https://
github.com/SakanaAI/fugu/
blob/main/Fugu_technical_report.pdf
…
