🤖 AI/ML - Reproducible LLM Evaluation Pipelines on Argo Workflow

Reproducible LLM evaluation pipelines are crucial for ensuring the reliability and trustworthiness of large language model (LLM) benchmark numbers. However, current evaluation methods often lack transparency and reproducibility, making it challenging to compare and contrast different models. In this article, we will explore a spec-driven approach using Argo Workflows to make LLM evaluation more reproducible and reliable.

Key Points:

Spec-Driven Approach: The proposed approach uses a spec-driven approach to define the evaluation pipeline, ensuring that all experiments are reproducible and consistent.
Argo Workflows: Argo Workflows is used to orchestrate the evaluation pipeline, providing a flexible and scalable way to manage complex workflows.
Reproducibility: The approach ensures reproducibility by using a clear and well-defined specification for the evaluation pipeline, making it easier to compare and contrast different models.
Trustworthiness: The use of Argo Workflows and a spec-driven approach ensures that the evaluation pipeline is trustworthy and reliable, providing accurate and consistent results.

🔗 Resources:

Original post URL ↗
Original post
Argo Workflows ↗
Brief description: Argo Workflows for reproducible LLM evaluation

🚀 AI/ML - Built Rocket Squadron with the Rive CLI and Opus 5.5

In this article, we will explore how to build a 2D shooter game using the Rive CLI and Opus 5.5. The game, called Rocket Squadron, features 2D characters flying through a 3D world, with vector, raster, and 3D graphics all in one @rive_app file. The game plays natively on desktop, mobile, consoles, and the web, making it a great example of the versatility of the Rive CLI and Opus 5.5.

Key Points:

Rive CLI and Opus 5.5: The Rive CLI and Opus 5.5 are used to build the game, providing a powerful and flexible way to create complex graphics and animations.
2D Shooter Game: The game is a 2D shooter, featuring 2D characters flying through a 3D world, with vector, raster, and 3D graphics all in one @rive_app file.
Native Support: The game plays natively on desktop, mobile, consoles, and the web, making it a great example of the versatility of the Rive CLI and Opus 5.5.

🔗 Resources:

Original post URL ↗
Original post
Rive CLI ↗
Brief description: Rive CLI and Opus 5.5 for building 2D shooter games

🚀 AI/ML - Long Horizon Summit

The Long Horizon Summit is an exciting event that brings together experts in AI and ML to discuss the latest advancements and trends in the field. This year's summit features a lineup of impressive speakers, including @alexgkendall, @QuanVng, @qasar, Nathan Michael (@shieldaitech), and @rodneyabrooks. The summit is a great opportunity to learn from the experts and network with like-minded individuals.

Key Points:

Long Horizon Summit: The summit is an exciting event that brings together experts in AI and ML to discuss the latest advancements and trends in the field.
Impressive Lineup: The summit features a lineup of impressive speakers, including @alexgkendall, @QuanVng, @qasar, Nathan Michael (@shieldaitech), and @rodneyabrooks.
Networking Opportunity: The summit is a great opportunity to learn from the experts and network with like-minded individuals.

🔗 Resources:

Original post URL ↗
Original post
Long Horizon Summit ↗
Brief description: Long Horizon Summit for AI and ML experts

🤖 AI Engineering - Agentic CI and Verification Engineering

Agentic CI and Verification Engineering is a crucial aspect of modern software development, ensuring that AI models are reliable, trustworthy, and perform as expected. Joining a live stream with @o_kwasniewski, CTO of @TesterArmy, can provide valuable insights into this field. Key Points:

Agentic CI and Verification Engineering: This approach focuses on verifying the behavior of AI models, ensuring they align with human expectations and perform as intended. - Verification Engineering: Verification engineering is a critical component of Agentic CI, ensuring that AI models are reliable, trustworthy, and perform as expected. - Actionable Takeaway: Developers and technical founders should prioritize verification engineering when building AI models, ensuring that they are reliable and trustworthy. 🔗 Resources: - Original post ↗ - Original post - TesterArmy ↗ - Agentic CI and Verification Engineering experts -
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🚀 AI Engineering - Inside Emergent EP2: The Life of an Agent

Inside Emergent EP2: The Life of an Agent is a thought-provoking episode that explores the concept of agents in AI. The episode brings together 85 people from across industries for an evening of learning, ideas, and conversation. Key Points:

The Life of an Agent: The episode delves into the concept of agents in AI, exploring their role in decision-making and problem-solving. - Inside Emergent: Inside Emergent is a podcast that explores the intersection of AI, technology, and society. - Actionable Takeaway: Developers and technical founders should consider the role of agents in AI when building complex systems, ensuring that they are designed to make informed decisions. 🔗 Resources: - Original post ↗ - Original post - Emergent Labs ↗ - AI and technology experts -
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🤖 AI Engineering - Real2Sim for Robotics

Real2Sim for robotics is a crucial aspect of AI engineering, ensuring that simulations accurately reflect real-world scenarios. Sharonal Lee's SOTA recipe specifically solves for affordance and physics, providing a comprehensive solution for robotics. Key Points:

Real2Sim for Robotics: Real2Sim is a technique used in robotics to simulate real-world scenarios, ensuring that AI models are accurate and reliable. - Affordance and Physics: Sharonal Lee's SOTA recipe specifically solves for affordance and physics, providing a comprehensive solution for robotics. - Actionable Takeaway: Developers and technical founders should prioritize affordance and physics when building AI models for robotics, ensuring that they are accurate and reliable. 🔗 Resources: - Original post ↗ - Original post - Moonlake ↗ - AI and robotics experts -
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🤖 AI in Software Design and Development

Last week, we hosted the first Retell Roundtable in San Francisco, where Pavi Bhatter from @figma, Grace Joseph from @Google, and Lawrence Chen from @retellai joined moderator Andey Ng for a conversation about how AI is changing the way software is designed and built. We talked about the intersection of AI and software development, and how it's transforming the industry.

Key Points:

AI in Software Design: The panel discussed how AI is being used to design and build software, from generative models to reinforcement learning. They highlighted the potential of AI to automate tedious tasks and enable developers to focus on higher-level design decisions.
Human-AI Collaboration: The panel emphasized the importance of human-AI collaboration in software development, where AI tools augment human creativity and decision-making. They discussed the need for developers to understand the strengths and limitations of AI tools and to use them effectively.
Future of Software Development: The panel explored the future of software development, where AI is expected to play an increasingly important role. They discussed the potential for AI to enable new forms of software development, such as generative programming and automated testing.

🔗 Resources:

Original post ↗
@figma
@Google
@retellai

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🚀 Human Behavior in Software Development

Innovative companies continue to see why human behavior will be core to the agentic software development lifecycle. Excited to partner with @Sony_Innov_Fund to accelerate our mission!

Key Points:

Human Behavior in Software Development: The post highlights the importance of human behavior in software development, where AI tools are being used to understand and model human behavior. This enables developers to create more effective and user-friendly software.
Agentic Software Development: The post discusses the concept of agentic software development, where software is designed to be proactive and adaptive, rather than simply reactive. This requires a deep understanding of human behavior and the ability to model and predict it.
Partnership with @Sony_Innov_Fund: The post announces a partnership with @Sony_Innov_Fund to accelerate the mission of using human behavior in software development.

🔗 Resources:

Original post ↗
@Sony_Innov_Fund
@primitivelabsai

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🤖 Applied Intelligence in Software Development

Hear from @AppliedInt’s @_xushiyan speak at #Reverie2026. Hear how the team goes from driving logs to RL training at petabyte scale, and what they’d build differently today. Apply to attend → https://na2.hubs.ly/H08bWhS0 ↗

Key Points:

Applied Intelligence in Software Development: The post highlights the use of applied intelligence in software development, where AI tools are being used to drive logs and train reinforcement learning models at petabyte scale.
RL Training at Petabyte Scale: The post discusses the challenges of training reinforcement learning models at petabyte scale, and how the team at @AppliedInt has overcome them.
What They’d Build Differently Today: The post quotes @_xushiyan on what the team would build differently today, given the advances in applied intelligence.

🔗 Resources:

Original post ↗
@AppliedInt
@_xushiyan

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🤖 AI & Robotics - Long Horizon Summit

The Long Horizon summit brings together top minds in physical AI and humanoid robotics, including Google DeepMind, Boston Dynamics, and Skild AI. This event is a must-attend for anyone interested in the latest advancements in physical intelligence. Key Points:

Physical AI and Humanoid Robotics: The Long Horizon summit showcases the latest developments in physical AI and humanoid robotics, with top companies and researchers sharing their work. - Encord's Long Horizon Summit: The summit is hosted by Encord, a leading platform for physical AI and robotics research. - 20% Discount Code: Use the code HUMANOIDS20 to get 20% off your ticket to the summit. 🔗 Resources: - Original post ↗ - Original post - Encord ↗ - Encord's Long Horizon summit - Humanoid Robotics ↗ - Humanoid robotics news and updates
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🚀 AI & Robotics - Humanoid Robotics News

Humanoid robotics is a rapidly growing field, with top companies and researchers pushing the boundaries of what is possible. Stay up-to-date with the latest news and updates from the humanoid robotics community. Key Points:

Humanoid Robotics News: Stay informed about the latest developments in humanoid robotics, including new research, products, and companies. - Humanoid Robotics Community: Connect with other researchers and engineers working on humanoid robotics projects. - Humanoid Robotics Resources: Find resources and tutorials to help you get started with humanoid robotics. 🔗 Resources: - Original post ↗ - Original post - Humanoid Robotics ↗ - Humanoid robotics news and updates - Encord ↗ - Encord's Long Horizon summit
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🚀 AI & Robotics - Physical Intelligence

Physical intelligence is a key area of research in AI, with applications in robotics, computer vision, and more. Learn about the latest advancements in physical intelligence and how they are being applied in real-world scenarios. Key Points:

Physical Intelligence: Physical intelligence refers to the ability of AI systems to interact with and understand the physical world. - Applications of Physical Intelligence: Physical intelligence has a wide range of applications, including robotics, computer vision, and more. - Research in Physical Intelligence: Researchers are actively working on developing new algorithms and techniques for physical intelligence. 🔗 Resources: - Original post ↗ - Original post - Physical Intelligence ↗ - Physical intelligence research and resources - Encord ↗ - Encord's Long Horizon summit
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🚀 AI & Robotics - Long Horizon Summit Speakers

The Long Horizon summit features a lineup of top speakers from the AI and robotics community, including Google DeepMind, Boston Dynamics, and Skild AI. Learn about the latest advancements in physical AI and humanoid robotics from the experts themselves. Key Points:

Long Horizon Summit Speakers: The summit features a lineup of top speakers from the AI and robotics community. - Google DeepMind: Google DeepMind is a leading company in AI research and development. - Boston Dynamics: Boston Dynamics is a leading company in robotics research and development. 🔗 Resources: - Original post ↗ - Original post - Long Horizon Summit ↗ - Long Horizon summit speakers and schedule - Google DeepMind ↗ - Google DeepMind research and resources - Boston Dynamics ↗ - Boston Dynamics research and resources
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🚀 AI & Robotics - Encord's Long Horizon Summit

Encord's Long Horizon summit is a leading conference for physical AI and humanoid robotics research. Learn about the latest advancements in physical intelligence and how they are being applied in real-world scenarios. Key Points:

Encord's Long Horizon Summit: The summit is hosted by Encord, a leading platform for physical AI and robotics research. - Long Horizon Summit Schedule: The summit features a lineup of top speakers and a schedule of talks and presentations. - Long Horizon Summit Registration: Register now for the summit and get 20% off with the code HUMANOIDS20. 🔗 Resources: - Original post ↗ - Original post - Encord ↗ - Encord's Long Horizon summit - Long Horizon Summit ↗ - Long Horizon summit speakers and schedule - Registration ↗ - Long Horizon summit registration
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🚀 AI & Robotics - Humanoid Robotics Research

Humanoid robotics is a rapidly growing field, with top researchers and companies pushing the boundaries of what is possible. Learn about the latest advancements in humanoid robotics research and how they are being applied in real-world scenarios. Key Points:

Humanoid Robotics Research: Humanoid robotics research is focused on developing robots that can interact with and understand the physical world. - Applications of Humanoid Robotics: Humanoid robotics has a wide range of applications, including healthcare, manufacturing, and more. - Humanoid Robotics Resources: Find resources and tutorials to help you get started with humanoid robotics research. 🔗 Resources: - Original post ↗ - Original post - Humanoid Robotics ↗ - Humanoid robotics news and updates - Encord ↗ - Encord's Long Horizon