Nikolaos widely shared analysis on LinkedIn highlighted key insights across agentic AI, scaling laws, LLM development, and more. Now, he’s exploring how AI itself might be trained to automate this process in the future - offering a glimpse into how researchers could harness LLMs to synthesize conferences like NeurIPS in real time.

Distilling 200+ Hours of NeurIPS: What’s Next for AI

In this article, Médéric Hurier tests three versions of Google's Gemini 2.5 models—Flash, Pro, and Deep Think—by challenging them to create a complex, multi-scene interactive birthday experience for his daughter. The experiment revealed an exponential gap in capability, with the advanced Gemini Deep Think model delivering a delightful, polished, and fully functional result that surpassed the other models and captivated his daughter.

Happy Birthday XP: Celebrating Gemini Deep Think (and My Daughter’s 6th Birthday)

Demetrios chats with Beyang Liu about Sourcegraph’s AMP, exploring how AI coding agents are reshaping development—from IDEs to natural language commands—boosting productivity, cutting costs, and redefining how developers work with code.

Vibe Coding Changed Forever

Stack Overflow is adapting to the AI era by licensing its trusted Q&A corpus, expanding into discussions and enterprise tools, and reinforcing its role as a reliable source as developer trust in AI output declines.

AI Changed Stack Overflow for the Better

<h1>AI Agents Are Already Working — Let’s Talk About It</h1>Agents are no longer just experiments. From e-commerce to customer support to analytics workflows, they’re quietly getting real work done in production.On July 17, join the MLOps Community for Part 2 of Agents in Production — a virtual event focused on the messy, practical side of building and deploying AI agents.What’s on deck?<ol><li data-list="bullet">Taming complexity: agent memory, behavior control, latency vs. response tradeoffs</li><li data-list="bullet">Stories from the field: How companies are actually using agents in live environments</li><li data-list="bullet">Tooling that works: routing, evaluation, UX, and cost performance in the wild</li></ol><h2>It’s free, it’s global, and it’s going to be packed. </h2>

Agents in Production 2025

Your AI shouldn’t just work in the demo. It should work in production.Join us for a high-impact, no-fluff Mini Summit focused on building AI applications that can withstand the real world — where APIs fail, users take days to respond, and servers crash without warning. Whether you’re deep into building with LLMs or just starting to explore how to operationalize your AI systems, this event is packed with practical insights, real-world strategies, and modern tooling to help you ship reliable AI that doesn’t break. What’s on the agenda?🔹 Process Calling: Agentic Tools Need State Function calling gave LLMs a way to "do" things — but it’s not enough. When you’re building agents for customer-facing use cases, stateless abstractions fall short fast. Learn why the future of agentic tooling is process-based, not function-based, and what it means to build agents that remember, recover, and reliably finish what they start. 🔹 Building Reliable AI Applications with Durable Workflows Chaining functions together is easy. Keeping AI workflows running when things go sideways? That’s the hard part. This talk introduces durable workflows — systems that checkpoint state, recover automatically, and gracefully handle everything from human delays to API flakiness. You’ll see real examples of AI pipelines that stay resilient in production. 🔹 No YAML? No Problem: Orchestrate Kubernetes Workflows the Easy Way with Python Sick of writing orchestration logic in YAML? You’re not alone. Discover how Hera, the Python SDK for Argo Workflows, lets you express complex Kubernetes workflows using clean, testable Python code. Keep your business logic and orchestration logic in one place — no indentation nightmares required. Who should attend? AI engineers, MLOps professionals, infra leads, and builders who care about more than just flashy demos. If you're looking to make your AI actually work at scale, this one's for you. RSVP now and start building AI that doesn’t break.

Building AI That Doesn’t Break

<h1>🔥✨ GenAI in Games, 3D Animation &amp; VFX ✨🔥</h1><h3>🗓 June 10th @ 10:00 -11:30 AM PST Pacific West-Coast Time 19:00 - 20:30 CEST Central Eastern Time</h3>🔥Hot Topics 🔥:<ol><li data-list="bullet">AI in Game Development: Friction or Fruition?</li><li data-list="bullet">Demo GenAI game tools usage in pre-production</li><li data-list="bullet">Beyond the Prompt: Using AI as a tool to accelerate execution, not replace creative intent</li><li data-list="bullet">Legal Playbook for AI Creativity</li></ol>Calling all creative visionaries—producers, PMs, creative directors, and pipeline innovators. Join us for a future-forward session exploring how Generative AI is transforming entertainment studios—from previs to post-production. Whether you're navigating massive asset libraries, complex feedback loops, or tightening delivery pipelines, this is your chance to rethink workflows from the ground up—technically, creatively, and legally.Hear from a diverse lineup of presenters, each bringing their unique perspective—from real-time GenAI integration and creative collaboration tools to pipeline automation, IP and legal frameworks, and AI-assisted worldbuilding.Discover how studios are using GenAI to unlock smarter systems, efficient iteration, and more reflective space for creativity, all while addressing the evolving ethical and legal challenges shaping the future of our industry.If you're crafting cinematic universes or building next-gen experiences at scale, this is where innovation meets responsible storytelling power.

GenAi in Games, 3D Animation and VFX

<h1>ALL THINGS AI AGENTS</h1>​Come to learn and see the freshest of fresh.<h2>May 28th at The Hibernia</h2>We’re bringing together the builders, researchers, and doers working on&nbsp;AI Agents in Production&nbsp;in the most lo-fi way possible.<h2>30+ campy booths with practitioners.</h2>Only engineers. No marketers.​We already got a great line-up including&nbsp;Boundary ML, Cleric, Saphira, Happy Robot, Pipeshift, Anthropic, Arcade, Falconer, Prem AI, Tadata and more.<img src="https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/some-file-39e282e0-812a-45ac-90da-fb200b01117e-1746830172336.png"><h2>​3 lightning talks&nbsp;by Experts from:</h2><ol><li data-list="bullet">​Databricks</li><li data-list="bullet">​Orkes</li><li data-list="bullet">​Tonic</li></ol><img alt="some-file-76254893-ce3e-4de6-81f9-2053ea2f5a65" src="https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/some-file-76254893-ce3e-4de6-81f9-2053ea2f5a65-1746830202607.png"><h2>Shout-out to our Sponsors for Supporting the Event</h2><img alt="some-file-7410ae16-2833-4744-b975-ebcd71b6abc5" src="https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/some-file-7410ae16-2833-4744-b975-ebcd71b6abc5-1746830310394.png">

AI Agent Builders Summit: World Tour Kickoff

🔥 Snowflake Mini Summit — Let’s Build for Real 🔥Mark your calendars: 🗓 Wednesday, April 23 🕔 5 PM UK timeWe’re bringing the heat with a Mini Summit you won’t want to miss. If you're building anything with ML, LLMs, agents, or just trying to wrangle data into something useful—this one’s for you.We’re diving into:<ol><li data-list="bullet">Real-world MLOps workflows (no BS, just stuff that works)</li><li data-list="bullet">How teams are using Snowflake, ZenML &amp; Featureform to scale fast</li><li data-list="bullet">What it takes to ship AI products in 2025</li></ol>Expect sharp insights, real talk, and zero fluff. Let’s get tactical, let’s get nerdy, and let’s level up!

Iceberg, MCP, and MLOps: Bridging the gaps for Enterprise

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