Deep Learning Weekly
Newsletter / Aggregator
Newsletter aggregating deep learning and AI research/industry news.
Recent activity
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Kimi K3, Beyond the Single Trace: How We Built Agent Diagnostics for Opik, a paper on Belief Dynamics Reveal the Dual Nature of In-Context Learning and Activation Steering, and many more!
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Thinking Machines' Inkling, How We Optimized Opik’s MCP Server for Cost & Performance, Metacognition in LLMs: Foundations, Progress, and Opportunities, and many more!
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Introducing Grok 4.5, How Internal Optimizations Led to Comet Cost Intelligence, a paper on AlayaWorld: Long-Horizon and Playable Video World Generation, and many more!
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OpenAI begins a limited preview of GPT-5.6 Sol, a next-generation model with a layered safeguard stack and 700,000 GPU hours of automated red-teaming. Anthropic restores access to Claude Fable 5 and Mythos 5 after US export controls are lifted, and launches Claude Sonnet 5, its most agentic Sonnet model yet. AI summary
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Advanced Claude Code Cost Tracking: How to Save 30% on Token Spend, Introducing Claude Tag, a paper on Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs, and many more!
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GLM 5.2, Understanding Your Claude Code Spend: What’s Actually Driving the Cost, a paper on Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories, and many more!
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Claude Fable 5, Cohere’s North Mini Code, a paper on Tokenomics: Quantifying Where Tokens Are Used in Agentic Software Engineering, and many more!
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Claude Opus 4.8, Agent Tracing and Observability: Log & Debug Complex AI Systems, a paper on A Self-Healing Framework for Reliable LLM-Based Autonomous Agents, and many more!
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DeepSWE, The Best AI Observability Tools for Agentic Systems in 2026, a paper on SkillOpt: Executive Strategy for Self-Evolving Agent Skills, and many more!
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Google launched Gemini 3.5, a model that delivers agentic and coding performance at under half the cost of its predecessor, with 3.5 Flash. Cohere released Command A+, an open-source 218B/25B-active MoE model for enterprise agentic workflows that runs on as little as two H100s or one Blackwell GPU. AI summary
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Interaction Models: A Scalable Approach to Human-AI Collaboration, Hidden Technical Debt of AI Systems: Agent Harness, a paper on Efficient Online Memory for Large Language Models, and many more!
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