Today's report is dominated by the theme of AI Agents in action, from their infrastructure and security to their practical applications in coding and finance. We see major moves from OpenAI and Google, alongside a surge in open-source tools for building and deploying agents. The conversation spans f

Today's report is dominated by the relentless march of AI agents from prototype to production. From new frameworks and security concerns to practical evaluation guides, the focus is on making agents robust, safe, and useful. We also see major platform moves, like OpenAI's acquisition and significant

Today's report covers a surge in agentic engineering and practical AI tooling, with deep dives from major players like Anthropic and Meta. The standout trend is the rapid maturation of AI agents, moving from simple chatbots to complex, autonomous systems that manage long-running workflows and integr

Today's report is dominated by the theme of Agentic AI, from foundational tutorials to enterprise strategy and real-world applications. The buzz from NVIDIA's GTC conference and a flurry of new tools on X/Twitter highlight a clear industry shift: AI is moving from a passive tool to an active, orches

Today's report is dominated by the rise of AI agents, from foundational definitions to real-world applications and security concerns. We cover insights from blogs, a flurry of X/Twitter activity, and trending GitHub projects that are shaping this new paradigm. The standout trend is the maturation of

Today's report dives into the accelerating world of AI agents, from practical engineering workflows to global policy moves. We cover insights from blogs, a surge of open-source projects on GitHub, and key discussions from X/Twitter. The dominant theme is the maturation of agentic systems, moving bey

Two technical threads dominate Week 11 of 2026 (March 8–14) in recommendation system research. First, generative recommendation (GR) is undergoing full-stack optimization — transitioning from "making it work" to "making it work well, fast, and fairly" — Netflix/Meta's exponential reward-weighted SFT addresses post-training alignment, LinkedIn's causal attention reformulation halves sequence length, Kuaishou's FP8 quantization reduces OneRec-V2 inference latency by 49%, and Alibaba's differentiable geometric indexing eliminates long-tail bias at its root. Five papers advance GR's industrial maturity across five dimensions. Second, LLM-based recommendation is shifting from "single-pass inference" toward an agentic paradigm — Meta's VRec inserts verification steps into reasoning chains, Meituan's RecPilot replaces traditional recommendation lists with a multi-agent framework, USTC's TriRec introduces tri-party coordination for the first time, and RUC/JD's RecThinker enables autonomous tool invocation.

Today's report covers a surge in AI agent infrastructure and tooling, with major updates from Anthropic, Replit, and a wave of open-source browser agents. The trend is clear: the focus is shifting from raw model capability to building robust, efficient, and collaborative agent systems. We have 5 fea

Today's report is dominated by the rise of Agentic AI, with major players like Microsoft, Google, and Anthropic releasing new frameworks and tools for building, debugging, and deploying AI agents. We also see deep dives into the infrastructure powering this shift, from TPU hardware to next-gen retri

Industrial recommendation ranking shifts to systematic scaling engineering. Alibaba's SORT achieves orders +6.35%, Kuaishou's FlashEvaluator and SOLAR optimize evaluator and attention efficiency, ByteDance's HAP enables adaptive compute budget allocation. Generative recommendation enters objective alignment phase. 36 papers analyzed.