Deep Learning Weekly

Haiku 5.5, Learning Harness Engineering by Building a Coding Agent From Scratch, a paper on Self-Compacting Language Model Agents, and many more!

Gemini 4 Argon, Open and Emergent Problems in Agentic Privacy and Security, a paper on Rethinking Cross-Tokenizer On-Policy Distillation, and many more!

Introducing GPT-6 Sol and Luna, AI Evals: Everything You Need to Know, a paper on RRSI: Regularized Recursive Self-Improvement of Agent Harnesses, and many more!

Introducing GPT-6 Sol and Luna, AI Evals: Everything You Need to Know, a paper on RRSI: Regularized Recursive Self-Improvement of Agent Harnesses, and many more!

We Must Pace the Frontier, ToolGrad: Efficient tool-use dataset generation with textual "gradients", a paper on The Last AI Built by Humans: Toward Genuine Recursive Self-Improvement, and many more!

Introducing ChatGPT Images 2.5, Linguistic drift at the frontier, a paper on Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning, and many more!

Introducing Claude Fable 5.1 and Claude Mythos 5.1, Evaluating LLMs Under Production Parity, a paper on Automated Researchers Can Reliably Mitigate Alignment Failures, and many more!

GLM-5.3-Flash, Evaluating Explanations of LLM Behavior in the Wild with Counterfactual Experiments, a paper on FreeToken: Efficient Edge-Native MoE Serving with Bandwidth-Adaptive Execution, and many

FLUX Upscale: 2K and 4K for Video, Empty shelves or lost keys? Recall is the bottleneck for parametric factuality, a paper on VibeWorlding: Can Multimodal Agents Construct 3D Open Worlds End-to-End?,

Introducing Grok 4.6, TutorMoments: Do AI tutors know when to help and when to hold back?, a paper on BDH-CQ: In-Context Learning with Recurrent Latent Reasoning, and many more!

Qwen3.8-Max, A verifiable autonomous research framework via Chain-of-Evidence, a paper on From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement, a

Claude Opus 5, How Digibee Builds Prompts with Opik to Power Their AI-Native Integration Platform, a paper on Progress Reward Modeling for Robotic Learning, and many more!

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!

Thinking Machines' Inkling, How We Optimized Opik’s MCP Server for Cost & Performance, Metacognition in LLMs: Foundations, Progress, and Opportunities, and many more!

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!

GPT-5.6 Sol, Scaling Laws, a paper on Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents, and many more!

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!