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Lessons From the Leaderboard: What 5,000+ Kagglers Taught Us About Improving AI Reasoning
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Lessons From the Leaderboard: What 5,000+ Kagglers Taught Us About Improving AI Reasoning

NVIDIA Technical Blog·Elizabeth Goodman·3 days ago
#kX40f2vw
#developer#reasoning#model#traces#useful

The NVIDIA Nemotron Model Reasoning Challenge invited the Kaggle community to explore a focused question: What techniques can improve reasoning accuracy when…

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Laminar's RL-Trained Error Detector: How Reinforcement Learning Finds Bugs in Agent Traces Without Human Labels
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Laminar's RL-Trained Error Detector: How Reinforcement Learning Finds Bugs in Agent Traces Without Human Labels

DEV Community: machinelearning·mech.app·4 days ago
#sXeg9bpH

How Laminar uses reinforcement learning to train a model that automatically identifies errors in agent execution traces, replacing manual log inspection.

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Introducing Amazon CloudWatch Omni: AI-powered observability for generative AI and agentic workloads | Amazon Web Services
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Introducing Amazon CloudWatch Omni: AI-powered observability for generative AI and agentic workloads | Amazon Web Services

#awsnews#news#aws#agent#cloudwatch

Learn how Amazon CloudWatch Omni delivers AI-powered observability purpose-built for generative AI and agentic workloads. Trace, evaluate, and experiment with AI agents across any framework—directly from your IDE or a standalone web experience—using open…

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GREEN VEINS ? Iceland
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GREEN VEINS ? Iceland

Featured Projects·Featured Projects·5 days ago
#Buy3He3j
#behancenet#behance#green#veins#traces

Green Veins traces moss-filled drainage lines across Iceland's volcanic highlands, where water, erosion, and sparse vegetation create luminous branching patterns that resemble a living network from above.

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Trace any Vercel request from the CLI - Vercel
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Trace any Vercel request from the CLI - Vercel

Vercel News·Andrew Gadzik·5 days ago
#Z9RMCb5p
#vercel#trace#curl#traces#command

Generate and retrieve OpenTelemetry Session Traces directly from the Vercel CLI to give AI agents more context into your application's performance

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Agent Runs now available in the Vercel MCP and CLI - Vercel
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Agent Runs now available in the Vercel MCP and CLI - Vercel

Vercel News·Melkey Moksyakov·5 days ago
#7I72gLbq
#vercel#agent#runs#inspect#traces

Four new Vercel MCP + CLI tools let you find projects with Agent Runs data, list recent runs, inspect metadata, and fetch full traces, all without leaving your editor.

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Search trace spans from the Vercel CLI - Vercel
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Search trace spans from the Vercel CLI - Vercel

Vercel News·Darpan Kakadia·5 days ago
#0nfkFGGx
#vercel#search#traces#trace#photo

Search trace spans from the Vercel CLI with filters for service, environment, status, and time. Use custom KQL queries and export results as JSON Lines.

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GitHub - experientiallabs/experiential: An open source model gateway that provides one control plane across closed, open-source, local, and custom models.
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GitHub - experientiallabs/experiential: An open source model gateway that provides one control plane across closed, open-source, local, and custom models.

Hacker News·2 months ago
#Gda7MDIi
#github#traces#gateway#agent#model

An open source model gateway that provides one control plane across closed, open-source, local, and custom models. - experientiallabs/experiential

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Stolen Thoughts
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Stolen Thoughts

Hacker News·3 months ago
#iR2HGL58

Encrypted chain-of-thought blocks returned by Anthropic, OpenAI and Google APIs are interchangeable across sessions, users and models. We exploit this to decode hidden reasoning at scale.

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Surgeons in imperial China used anaesthetics — in careful doses
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Surgeons in imperial China used anaesthetics — in careful doses

Nature·5 months ago
#gCCCb3lw
#nature#access#research#highlight#traces

Traces on tweezers and surgical scissors suggest liquid medication was applied to the skin of patients. Traces on tweezers and surgical scissors suggest liquid medication was applied to the skin of patients.

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Introducing Vercel Drains: Complete observability data, anywhere
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Introducing Vercel Drains: Complete observability data, anywhere

Vercel News·Dan Fein·5 months ago
#umV4mbZ6
#vercel#drains#logs#traces#photo

Vercel Drains give you a single way to stream observability data out of Vercel and into the systems your team already rely on.

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Introducing Trace Drains on the Vercel Marketplace - Vercel
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Introducing Trace Drains on the Vercel Marketplace - Vercel

Vercel News·Tony Pan·5 months ago
#zPEA9qm1

Vercel Drains now power Marketplace integrations, letting developers stream logs, traces, and analytics from Vercel projects to tools like Braintrust for real-time observability and debugging.

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Open-sourced ZenithDB, Fastest DB for Agent Traces in Rust
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Open-sourced ZenithDB, Fastest DB for Agent Traces in Rust

DEV Community·Alex U·6 months ago
#oOv9Orgs
#comment#database#ai#rust#zenith

Hey Guys! I just open-sourced Zenith, a columnar database engine purpose-built for AI agent...

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