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An Anthropic researcher’s doomsday warning comes at a very interesting time
An Anthropic researcher resigned this week, warning in a post on X that the company is “racing straight to self-improving…
Monitoring production agent lifecycle with AWS DevOps Agent and AgentCore Evaluations
Multi-agent systems fail in ways traditional monitoring misses. This post presents a dual-layer approach to monitoring production…
Beyond the price per token: Choosing the right OpenAI model on Amazon Bedrock for your workload
Comparing models on dollars per million tokens misses what production workloads actually pay for: outcomes. This post shares an…
Build interactive MCP Apps using Amazon Bedrock AgentCore
Learn how to build and deploy an MCP App with interactive HTML widgets on Amazon Bedrock AgentCore. Because MCP Apps is a…
Rethinking Heterogeneous System Disaggregation for Subquadratic Attention
Frontier language models are more aggressively using subquadratic attention to reduce the memory footprint and compute…
A Hybrid LSTM-XGBoost Framework for Multi-Horizon Stock Return Prediction Across Diversified Equity Portfolios
Accurate prediction of equity returns remains a major challenge in computational finance due to the non-stationary, nonlinear…
Quoting Boris Cherny
Production code written by Claude should have a higher bar than if it was written by a human. At Anthropic, we have many…
CMA-OT: Hierarchical Expert Supervision for Dance-to-Music Generation
Dance-to-music (D2M) generation aims to synthesize music that is rhythmically and stylistically aligned with dance videos. A key…
A Ranking Approach for Measuring Calibration
When providing forecasted probabilities with a predictive model, the ideal model offers perfect calibration: the true probability…
Google Documents Partner-Only API For Full-Web Search Results
Google's developer docs for the Web Search Service API show a partner-only path to full-web search results.
Behind the Blog: How to Talk About AI Doom
We discuss AI doomers, 9/11 posting, and Barbie.
Feeling sad about AI
My comment on Feeling sad about AI — Hacker News. I'm not sure how useful it is to say this, but I think a lot of people (myself…
ASTRIL-MPC: Autonomous Traversal Framework of Articulated Tracked Robots with Language-Guided Neural-Kinematic MPC
In urban search and rescue, articulated tracked robots (ATRs) must traverse structured but contact-rich environments such as…
Embodied-BenchForge: A Closed-Loop Agentic Workflow for Embodied Benchmark Construction
Agentic systems offer a promising way to automate embodied benchmark construction, but existing approaches typically cover…
MP-Bench: Evaluating Voice Agents as a Multiparty Conversation Participant
Conversational voice agents have advanced significantly, offering increasingly natural human-machine interactions through both…
Autonomous Research for Open-Ended Problems: A Case Study on Telecom Ticket Retrieval
Recent breakthroughs in LLM-based systems and their abilities in problem solving and coding have allowed progress in the AI for…
MAxBench: A Multinomial Concept Recovery Benchmark
Fine-grained control of language model behaviors (e.g., steering) is among the more actionable outcomes of interpretability…
CanvasAnneal: Curriculum Reinforcement Learning for Diffusion Language Models
Diffusion Language Models (DLMs) offer promising parallel generation capabilities but lag behind autoregressive models in complex…
Benign Loss Landscapes Can Coexist with Worst-Case Hardness
Deep neural networks are expressive enough to contain worst-case targets that can be evaluated in polynomial time but cannot be…
Dynin-Robotics: Omnimodal Unified Diffusion Vision-Language-Action Model
Visual goal and dynamics prediction can provide language-conditioned robot policies with both a target outcome and a…
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