Video by CNCF [Cloud Native Computing Foundation] via YouTube
This is what KubeCon + CloudNativeCon looks like when you take insights back to your team.
Samia Khan, AWS DevOps Engineer, shares how the conference sparked an article on gen AI workloads and a roadmap for using Argo CD and Argo Workflows in her team’s production workflows.
#KubeCon #CloudNative #CNCF
Video by Meta Open Source via YouTube
Coding agents are writing more Python than ever, but in large projects, generated code is prone to type errors. In this video, we walk through a few tips for getting your agent to use Pyrefly so that every piece of generated code gets type checked automatically.
In this video we cover two approaches:
1️⃣ Agent Skills – Set up skill files and AGENTS.md directives so your agent knows to run pyrefly check before finishing any task.
2️⃣ CLI Hooks – Configure hooks on the Stop event so type checking runs every time the agent completes a task, with no manual prompting required.
Type checking is in the sweet spot for agents: it’s fast enough to iterate on, robust enough to catch real issues, and actionable enough for an agent to fix on its own.
🔗 Links & Resources:
get started with pyrefly: pip install pyrefly
Pyrefly website: https://pyrefly.org
Blog post (full walkthrough with code examples): https://pyrefly.org/blog/pyrefly-agentic-loop/
#Pyrefly #TypeChecking #Python #CodingAgents #AI #DeveloperTools #StaticAnalysis #ClaudeCode #AgenticWorkflows
Video by FINOS via YouTube
Grizz Griswold (Executive Producer of Global Programs & Content at FINOS) kicks off Season 6 of the Open Source in Finance Podcast with an absolute masterclass preview of OSFF London 2026. Discover how the global financial industry is shifting its focus from basic LLM experimentation to production-grade agentic safety, deterministic workflows, and cross-hyperscaler cloud controls.
🎟️ FINOS Members: Claim your FREE pass before the benefit window closes! Email: osff@finos.org 🔥 Non-Members: Save 20% off your registration pass using code OSFFLondonLF20.
🕒 Timestamps:
0:00 Season Six Kickoff & Global Event Roadmap
0:50 Member Ticket PSA: Claiming Your Corporate Benefits
2:15 Thank You to Our Sponsors: VMware by Broadcom & Core Contributors
3:50 The Week at a Glance: Workshops, Leadership Summits, and Wembley Stadium
4:45 June 23 Workshops: Tokenized Assets, Architecture-as-Code (CALM), and FDC3 Con
6:30 June 24 Workshops: AI Governance (AIGF), Five Spot HPC, and Common Cloud Controls (CCC)
8:22 Closed Session: Open Source AI in Finance Leadership Summit
11:30 Keynote Reveal 1: Greg Kroah-Hartman (Linux Foundation Fellow)
13:02 Keynote Reveal 2: Craig Kitchen (Fidelity Investments) & Greig Callen (NatWest)
14:10 Keynote Reveal 3: Michael Hsu (Former US acting Comptroller of the Currency)
15:15 AI Track Highlights: Old-School Vulnerabilities vs. Bounded Autonomy
18:38 Fluxnova & Platform Automation: 35 Terabyte Database Migrations
19:55 Cultivating Culture: Patent Silos (TD Bank) & GitProxy (Citi)
21:35 Interoperability, CDM, and Desktop Connective Tissue
22:45 Final Discount Code, Show Notes, and Podcast Wrap-Up
📊 The Problem: The Chaos of "Autonomy Creep" and PDF Regulation As generative AI hits production, financial institutions face an operational nightmare called "autonomy creep," where AI agents independently spawn and orchestrate other agents in highly regulated environments. Compounding this risk is the legacy bottleneck of traditional compliance: dense, ambiguous PDF regulation manuals and slow, manual architectural review boards where innovative engineering designs go to die.
🏗️ The Solution: Executable Standards & Bounded Autonomy The OSFF London 2026 lineup showcases how global banking giants are building code-driven leashes to securely lock down probabilistic tech:
* Deterministic Guardrails (Fluxnova): Leveraging deterministic workflow engines to act as a complete visibility and audit traceability loop around fluid LLMs.
* Executable Regulations (CDM & CCC): Transitioning regulators away from text manuals toward shared, machine-readable software definitions that automate compliance validation.
* Automated Architecture Frameworks (CALM): Embedding security policies straight into code so compliance checks happen instantly within developer pipelines.
⚙️ Why This Matters for Financial Engineering
* Eliminating Legal Friction: Architecture like Citi’s GitProxy enables enterprise developers to seamlessly contribute back to open communities without triggering manual legal silos.
* Sovereign Cloud Orchestration: Utilizing the Common Cloud Controls (CCC) live validator tools to map granular security controls across multiple hyperscalers natively, preventing vendor lock-in.
The takeaway: If you are building, governing, or regulating financial technology in the UK or Europe, this isn’t an optional event—this is where actual production standards are being forged. Join us in London from June 23rd to 25th!
🌐 More about FINOS: https://www.finos.org/
📧 Join our newsletter: https://www.finos.org/sign-up
🎙️ Listen to our Open Source in Finance Podcast: https://www.youtube.com/@FINOS/podcasts
LinkedIn: https://www.linkedin.com/company/finosfoundation
#FINOS #OSFFLondon #OpenSource #FinTech #AIGovernance #Fluxnova #CommonCloudControls #GitProxy #HighPerformanceComputing #BankingInnovation
Video by Open Data Science and AI Conference via YouTube
Across nearly every country in the world, women live longer than men—but the size of this gap varies from about two years in some countries to more than twelve in others. What explains these differences, and how much of the gap can be closed?
In this talk, I present a practical approach to counterfactual analysis using Bayesian regression models. Using publicly available mortality data, we build a model that relates the life expectancy gap between men and women to differences in cause-specific death rates, including homicide, drug overdoses, traffic fatalities, smoking-related disease, and chronic illness.
The model generates posterior simulations that answer “what-if” questions. For example: How much smaller would the U.S. life expectancy gap be if homicide rates matched those in Western Europe?
The talk presents the workflow from assembling global datasets to fitting interpretable Bayesian models with PyMC and generating counterfactual simulations. Attendees will learn how Bayesian models can support explainable modeling and analysis under uncertainty.
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Visit our website and choose the nearest ODSC event to attend and experience all our training and workshops: https://odsc.ai
To watch more videos like this, visit https://aiplus.training
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Video by The Late Night Linux Family via YouTube
Support us on Patreon and get an ad-free RSS feed with some early episodes. https://www.patreon.com/LateNightLinux
Late night snacks, and the books we love and hate. With Félim, Gary, Jim, and special guest Shane from Linux Lads.
Patrons got this this in their feed two weeks ago.
https://askthehosts.com/ath37/
Video by SAP via YouTube
See how Bayer and SAP are bringing AI into business processes from the start.
In this video, Bayer shares how transformation works when business leads and IT enables. Rather than treating AI as an add-on, Bayer is weaving AI into the way it designs future processes, supports ERP transformation, and scales trusted innovation across the enterprise.
You’ll hear how SAP Joule for Consultants helps consultants and architects get a trusted starting point with relevant knowledge at their fingertips. Bayer also explains how collaboration with SAP connects discovery, delivery, and governance of AI use cases, helping ideas move from concept to scalable solutions.
For organizations looking to accelerate AI adoption, Bayer’s approach shows the value of working as one team, challenging ideas, and building AI into the architecture of transformation.
Learn more about AI from SAP:
https://sap.to/6055B82xdc
Follow us on social:
LinkedIn: https://sap.to/6056B82xdY
Instagram: https://sap.to/6057B82xdl
Facebook: https://sap.to/6058B82xdm
Threads: https://sap.to/6059B82xdW
About SAP:
As a global leader in enterprise applications and business AI, SAP stands at the nexus of business and technology. For over 50 years, organizations have trusted SAP to bring out their best by uniting business-critical operations spanning finance, procurement, HR, supply chain, and customer experience. For more information, visit: https://sap.to/6050B82xdo
#SAPBusinessAI #SAPJoule #EnterpriseAI
Video by TWiT Tech Podcast Network via YouTube
Apple won’t launch new AI features in the EU, blaming regulations. The EU hit back, stating Apple simply asked for an exemption, and that’s not an option. Compliance or alternatives, Apple. #DigitalMarketsAct #Apple #EU #TechNews #Regulation #AIDevelopment #SiriAI #Europe
Video by Meta Developers via YouTube
"If you already build for Android, you already have the skills to build for Meta Quest. 🛠️
The new AI tooling we’re shipping handles the platform-specific adjustments like panel sizing and hit targets so you don’t have to ramp up on it.
You can port an existing app with a single prompt, or spin up a new one from a starter template in under 10 minutes. Both workflows are covered in the latest edition of our Build Faster, Earn More series.
Link in comments. 🔗
#VR #MetaQuest #Android #VRDev #XR
Video by Rasa via YouTube
Everyone is talking about prompt engineering.
But Rebecca Evanhoe thinks the real advantage is somewhere else:
👉 Data.
As AI teams move away from traditional scripting, they’re spending less time tweaking individual words and more time evaluating outcomes at scale.
The challenge?
You can’t evaluate AI without quality data.
The future isn’t prompt-first.
It’s evaluation-first.
And evaluation runs on data.
#AI #LLM #PromptEngineering #EnterpriseAI #DataScience
Video by The Linux Foundation via YouTube
Join us at the premier vendor-neutral open source conference, where developers and technologists come together to collaborate, share knowledge, and explore the latest innovations and advancements in open source technology. Learn more at https://events.linuxfoundation.org/
From Closed To Collaborative: Lessons From Qualcomm’s Open Development Experience – Rashmi Chitrakar, Qualcomm Technologies, Inc.
For more than 15 years, Qualcomm’s been actively involved in a range of Open Source ecosystems. Until recently, some parts of our development were handled behind closed doors, with contributions coming later and upstream enablement sometimes being limited. We tried various projects and partnerships to push things upstream sooner, but it wasn’t until lately that we truly made a complete shift.
Over the past 18 months, we’ve totally revisited our approach—moving an entire Linux product development ecosystem, with hundreds of contributors, from a private downstream setup to a full-blown Open Development model. This wasn’t just a surface change: it meant overhauling how our engineers work, syncing up our internal systems with open practices, and fundamentally changing the way our developers connect and collaborate.
In this session, we’ll share what made this transition work for us—including how we managed to weave our internal systems into Open Source workflows, encouraged developers to embrace new ways of thinking, and built scalable processes that can handle all sorts of Linux ecosystems and distributions.
