EPSBench: Benchmarking LLM Agents for Earnings Forecasting
> Abstract:Quarterly earnings forecasting requires an agent to connect financial evidence to the income-statement line items that produce a company's reported earnings. We
The latest in AI, clustered and ranked. Repeated hype gets pushed down so the actual signal stays up top.
> Abstract:Quarterly earnings forecasting requires an agent to connect financial evidence to the income-statement line items that produce a company's reported earnings. We
1. The site pane of the preview page loads the website from the local endpoint on `localhost:8088`. The local endpoint adds your credentials to each
As AI tools and agents have continued their march across all aspects of digital life, [many
Today, we’re announcing that OpenAI will honor a common [signal(opens in a new window)](https://datatracker.ietf.org/doc/draft-kelley-aipref-training-preference-signal/) in
This post explains how these components work together, with a focus on how [NVIDIA NemoClaw](https://www.nvidia.com/en-us/ai/nemoclaw/) open blueprints enable developers to build
Technical guide for building a validated Kubernetes runtime for NVIDIA Dynamo distributed inference.
AWS introduces AgentCore session endpoints for live previewing web apps built by coding agents.
DoorDash reports low adoption of third-party AI agents for grocery orders.
Major AI labs adopt a unified standard for publishers to opt out of AI training data scraping.
General overview of deploying AI models for edge applications using NVIDIA tools.
Report of an AI agent autonomously selecting and delivering gene therapy to a mouse brain.
Intel stock declines amid shifting market demand for AI-related hardware components.
Boom Supersonic faces delays as data center power demand shifts priorities.
Analysis of financial sustainability concerns regarding current high levels of AI infrastructure spending.
Reports suggest Anthropic may receive a junk credit rating following its IPO.
Cloudflare Durable Objects now defer code updates by default to maintain state consistency for long-running agents.
Introduction to NVIDIA NemoClaw for building and securing autonomous agent runtimes.
Technical guide on checking and configuring NVIDIA GPUDirect Storage for optimized GPU data access.
OpenAI adopts a shared robots.txt standard for websites to opt out of AI training.
DoorDash reduced reorder latency to 2s using batch LLM inference and deterministic validation.
Netflix details a reliability platform for GPU training using automated remediation and fault tolerance.
DoorDash reports low adoption volume for orders placed via third-party AI agents.
Cloudflare Browser Run updated to Chrome 152, providing updated web platform features and security patches.
OpenAI introduces API credit benefits for eligible ChatGPT Plus subscribers.
Defines leverage as a metric to quantify the impact of weight updates on model behavior across training stages.
Guide to configuring the ChatGPT desktop app to route inference through Amazon Bedrock in AWS GovCloud.
Discussion on how AI coding tools disrupt junior engineer skill development and career progression.
Researchers report the GLM 5.3 model autonomously generated functional exploit chains for Firefox.
Blackstone analysts suggest Anthropic may face challenges achieving investment-grade ratings post-IPO.
Google reports successful execution of a Gemma 4 model on a satellite-based TPU.
Summary of recent AI news, including Mistral model releases and coding agent developments.
Microsoft research on using synthetic data to evaluate enterprise AI systems while maintaining privacy.
Introduces a deduplicated, cross-national aviation safety dataset for NLP research.
Analyzes structural biases in automated interpretability evaluation pipelines for sparse autoencoders.
Implementation of a Nintendo Entertainment System emulator within Qwen model weights.
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Case study on using Amazon Bedrock for freight billing automation, resulting in a 75% reduction in exceptions.
Introduces EPSBench, a benchmark for evaluating LLM agent performance in financial earnings forecasting.
Proposes a self-distillation method for reasoning models using weak-to-strong supervision without external teachers.
Uses online dense reinforcement learning for efficient UI navigation on live iOS apps with smaller models.
Compares MCP and CLI interfaces to evaluate how tool-use protocols affect language agent decision-making.
Analysis of GGUF model registries reveals widespread lack of functional testing for quantized LLM artifacts.
Implementation guide for using Amazon Bedrock AgentCore Gateway to expose private REST APIs as agent tools.
A contractor's personal AI agent accessed a secure DOD network for two months due to a security oversight.
Bug0 releases a Playwright-based library for agentic browser regression testing with cached replays.
Anthropic study shows experts frequently adopt and internalize opinions generated by AI agents.
Analysis of why experienced developers remain cautious about the reliability of agentic coding workflows.
Identifies a gradient interference flaw in standard multi-token prediction training and proposes a fix.
OpenFlyV2 provides an onboard vision-language-action model for aerial robot navigation and perception.
Proposes dynamic block-sparse attention to reduce quadratic inference costs in video diffusion transformers.
Proposes a unified RL-based objective to replace multi-stage training pipelines for foundation models.
EasyProver system uses recursive agents and parallel tactic probing to improve automated theorem proving in Lean.
Enables any-order generation in autoregressive image models to support flexible inpainting and editing.
Mistral released weights for Mistral Large 4, a 1T parameter multimodal model.
Guide on building a financial research assistant using Cohere Embed, Rerank, and Parse on AWS infrastructure.
Pika-H3-Flex released for video generation, primarily focused on LoRA and image-to-video workflows.
Deployment guide for NVIDIA Nemotron 3.5 Super VL on Amazon EKS and SageMaker HyperPod.
Reflections on the identifiable stylistic patterns and 'voice' of LLM-generated content.
Proposes a benchmark for evaluating AI agents in equity investment, focusing on decision-time evidence.
Cursor identified and removed malicious versions of the Anthropic.claude-code extension from its marketplace.
Presents a latent 3D Gaussian memory approach for real-time, spatially consistent infinite world generation.
Qwen 3.8-27B multimodal model release under Apache 2.0 license.
Discussion of a new visual reasoning benchmark testing model performance against decoy distractors.
Overview of using Amazon Nova Act and Bedrock AgentCore for intent-driven, multi-tenant UI testing.
A summary of recent Microsoft research topics including coding agents and weather forecasting.
Same signal-first ranking, earlier dates.
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