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Dive deep into the transformative role of AI in the oil and gas sector as William Fox, General Manager for Drilling at Corva.ai, shares his insights on the Energy Bytes Podcast. Discover how AI is revolutionizing drilling operations, optimizing performance, and driving industry innovation. William Fox reveals AI's role in oil & gas, discussing challenges and opportunities in integrating AI technologies.
Key Takeaways:
- The Problem: Uncertainty and misconceptions surrounding AI in industrial markets.
- AI to the Rescue: How Corva's Predictive Drilling leverages AI to enhance efficiency and safety.
- Industry Insights: Balancing automation with human expertise in tech startups for sustainable growth.
- The Future: AI's potential to mitigate risks and augment human capabilities in the energy sector.The Backstory: From rogue AI usage in music streaming to ethical AI implementation in drilling, this episode covers it all. William Fox offers a contrarian approach to AI, emphasizing collaboration over competition.
Guest Bio: William Fox, with his extensive experience at Corva.ai, is a trailblazer in employing AI to transform drilling operations in the oil and gas industry.
00:00 - Intro
00:40 - AI Gone Wrong: Risks and Challenges
03:20 - Predictive Drilling: Definition and Benefits
05:20 - Cursor: Innovative Technology in Drilling
07:20 - Human-Machine Interface: Enhancing Interactions
09:20 - Training the Model: Best Practices
12:20 - LLMs in Drilling: Potential and Applications
17:40 - Garbage In, Garbage Out: Data Integrity Issues
18:50 - Data Quality: Importance in AI Systems
19:50 - Trusting AI: Building Industry Confidence
22:18 - Real-Time Model Maintenance: Strategies
25:00 - Labeling Data: Essential for Machine Learning
27:38 - Predict and Mitigate: The Ideal Future
28:48 - Running in the Cloud: Advantages for Drilling
30:52 - Liability: Legal Considerations in AI
33:55 - Commercial Aspects: AI in the Drilling Industry
38:20 - Business Case for AI: Justifying Investments
41:00 - Impact on Production: Measuring Success
44:10 - Tool Joint Mitigation: Techniques and Solutions
53:19 - What's Next for Novi: Future Developments
57:40 - Speed Round: Quick Insights
1:00:10 - How to Reach Will Fox: Contact Informationhttps://www.instagram.com/digitalwildcatters/
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Dive deep into the critical world of cybersecurity within the oil and gas sector in this engaging episode of the Energy Bytes Podcast. Join hosts Bobby and John as they welcome Kurt Rucker, Applied Science Manager at Verdad Resources, to discuss the costly cybersecurity mistakes plaguing the industry. Discover how ransomware attacks, such as those on Halliburton, illuminate vulnerabilities and expose risks every company faces, from large publicly traded entities to midsize players.
Key Takeaways:
- Industry Insights: Understand the increasing frequency of cyber threats and their impact on the oil and gas sector's bottom line.
- The Problem: Explore the challenges companies face in balancing security measures with operational efficiency.
- AI to the Rescue: Learn how data and technology can be harnessed to build resilient systems.
- A Contrarian Approach: Consider unconventional strategies and why embracing failure might lead to innovative solutions.
- The Future: Envision the role of technology and collaboration in safeguarding the industry's future.00:00 - Intro
00:48 - Halliburton Cyber Attack, Cybersecurity, Data Breach
05:36 - Default Mode of Operation for a Complex System is Failure, Systems Theory, Risk Management
08:00 - Testing Your Security, Security Assessment, Vulnerability Testing
10:18 - Different industries, Industry Applications, Sector Comparison
10:52 - Feedback loops, System Feedback, Continuous Improvement
17:50 - Different teams, different goals, Team Dynamics, Collaboration
20:02 - Useful statistics, Data Analysis, Key Metrics
23:54 - Trade-offs and models, Decision Making, Modeling Techniques
31:43 - How to encourage more experimentation, Innovation Strategies, Experimentation Culture
34:07 - What are we looking for in an experiment, Experiment Design, Hypothesis Testing
35:31 - Learning from failures, Failure Analysis, Lessons Learned
41:55 - Engineers vs scientists, Roles in Science, Engineering vs Science
45:20 - Applying science to data, Data Science, Scientific Methods
51:10 - Communicating complex data relationships, Data Visualization, Communication Strategies
53:18 - How to validate models, Model Validation, Accuracy Assessment
57:30 - Charlie Munger, Investment Strategies, Decision Making
58:56 - Overcomplicating things as engineers, Simplification, Engineering Challenges
1:05:40 - Python scripts, Programming, Automation
1:06:40 - Shazam for logs, Log Analysis, Data Recognition
1:09:48 - Speed Round, Quickfire Questions, Rapid Responseshttps://www.instagram.com/digitalwildcatters/
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Puuttuva jakso?
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Dive deep into the shocking truth about rising cloud costs in this episode of Energy Bytes! Join hosts Bobby and John as they sit down with David Yaffe, Co-Founder of Estuary Development. Discover how cloud costs are impacting businesses more than ever, with 30% year-over-year increases that are leaving users frustrated. The discussion navigates the complex landscape of cloud service models, pricing strategies, and the growing need for alternatives. Key takeaways include the importance of competition and innovation in cloud services, the role of data storage pricing, and David's insights into Estuary's strategic approach to cloud challenges. The backstory unfolds with David sharing his journey from mechanical engineering to tech entrepreneurship, offering a contrarian approach to data management. As they explore the future of cloud computing, industry insights reveal the potential of new technologies and pricing models. Guest Bio: David Yaffe, an accomplished entrepreneur, co-founded Estuary Development, focusing on innovative solutions in cloud cost management. Subscribe for more insights and follow us for updates!
00:00 - Intro
00:20 - Current Events
05:26 - Introducing David Yaffe
06:48 - High Velocity Data Processing
10:15 - Building Data Streaming Systems
12:49 - Secondary Costs of Data Ingestion
17:47 - Writing to a Fact Table
19:55 - Fivetran Multi-Cloud Capabilities
20:44 - Multi-Cloud Strategies
22:04 - Common Data Sources and Destinations
23:56 - TimescaleDB Overview
29:00 - API Data Sources
29:43 - Data Storage Tiers Explained
32:35 - Cost of Data Ingestion
33:50 - Zero ETL Concept
37:06 - Building vs Buying Data Solutions
42:29 - Agnostic Storage Layers
46:50 - Databricks Acquires Delta Lake
51:45 - Transformation Layer Explained
54:00 - Estuary's Functionality
56:10 - Data Ownership and Normalization
58:24 - Typical Estuary Customer Profile
1:00:50 - Data Virtualization Insights
1:04:52 - Minimizing Impact on Source Systems
1:07:36 - Speed Roundhttps://www.instagram.com/digitalwildcatters/
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Dive deep into the world of oilfield tech innovation in this episode of the Energy Bytes Podcast, as we explore how automation is revolutionizing the industry at the edge. Discover how Andrew Richard, President and Co-Founder of Automated Rig Technologies, and Ronald Townsend, President of Automated Completions Technologies Inc., are pioneering cutting-edge solutions to transform well servicing and completions.
Key Takeaways: Learn about the evolution of outdated technologies, the role of AI and automation in enhancing safety and efficiency, and the potential for creating more appealing work environments in the oil and gas sector.
The Backstory: With roots in drilling, both companies are now leading the charge in automating well completions, aiming to reduce human error and increase efficiency with innovative tools like the CD Rod Tong.
Guest Bio: Andrew Richard is a visionary in oilfield automation, co-founding Automated Rig Technologies to push the boundaries of what's possible. Ronald Townsend, with his leadership at Automated Completions, is driving the adoption of next-gen tech in the U.S. energy markets.
00:00 - Intro
01:16 - Kroger Dynamic Pricing Test
02:14 - Overview of Automated Rig Technologies
04:34 - Workover Rigs Evolution
09:51 - Securing R&D Funding from Operators
20:10 - Introduction to Rival Downhole
20:25 - Rival Downhole Technologies Explained
21:20 - Joint Pipe Injector (JPI) Market Fit
23:55 - Automation's Impact on Job Creation
28:05 - Joint Pipe Injector (JPI) Background
32:00 - Data Insights from JPI
34:00 - CD Tong Discussion
39:30 - Tech and Operator Friction
42:46 - Importance of Data in Operations
44:29 - Positive Feedback in Technology
46:20 - Reducing Operator Input by 97%
48:48 - Automation on Well Sites
52:30 - SCADA and IoT Integration
56:26 - Role of Software Companies
59:30 - NFTs in Wellbore Management
1:03:26 - Replacing Roughneck Roles
1:05:28 - War Story: Bonnet Bolts Issue
1:07:10 - Finding Automated Rig Technologieshttps://www.instagram.com/digitalwildcatters/
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Dive deep into the revolutionary world of AI in the maritime industry with this episode of Energy Bytes! Join hosts Bobby and John as they chat with Cameron Amigo, the Maritime Data Guru at Orbit MI, and Jordan Taylor, Technical Advisor at Shipping Intel. This episode is packed with game-changing insights on how AI is transforming maritime operations, from open-source AI models like Llama 3.1 to the application of React methodology in creating efficient, domain-specific tasks.
Discover how the integration of AI and machine learning in the maritime sector is not only enhancing operational efficiency but also ensuring safety and reducing commercial risks. Our guests bring a wealth of experience, having sailed tankers, managed technical operations, and developed cutting-edge AI solutions tailored for maritime needs.
Cameron and Jordan share their journeys from maritime operations to becoming tech innovators, bringing invaluable insights from their hands-on experiences.
Maritime operations traditionally suffer from data silos and inefficient processes. Our guests discuss the industry's pain points and the need for innovative AI solutions.
Learn how the latest AI models and methodologies are providing solutions to complex maritime problems, enhancing everything from regulatory compliance to real-time operational efficiency.
Gain a deeper understanding of how AI is reshaping the maritime industry, making it safer, more efficient, and commercially viable.
Explore the unique challenges and opportunities presented by integrating AI in a traditionally conservative industry.
Peek into the future of AI in maritime and how it promises to revolutionize the industry even further.
Cameron Amigo, Advisor at Shipping Intel, and Jordan Taylor, Technical Advisor at Shipping Intel, bring decades of combined experience in maritime operations and AI technology. Their expertise and innovative thinking are driving significant advancements in the industry.
00:00 - Intro
00:41 - OpenAI's LLM Overview
02:02 - OpenAI's API Features
08:16 - Insights on Shipping Intel
17:34 - REACT and RAG Explained
19:56 - REACT Methodology Breakdown
22:45 - Importance of Context in Data
25:48 - Tagging and Annotating Data
26:37 - Document Structure Essentials
27:40 - Chunking Techniques
29:08 - Low-Code Tools for Data Science
29:53 - Future Trends in Data Science
32:36 - Pathways to Enter Data Science
33:44 - Data Maturity Significance
37:52 - Understanding Multimodal Models
38:52 - Querying Clean Datasets with OpenAI
42:50 - Reducing Bias in AI Models
45:23 - Trust Issues in Maritime Industry
48:35 - Gaining Stakeholder Buy-In
54:07 - Addressing Real World Problems
58:07 - Analyzing Sensor Data
1:00:24 - Future Improvements in AI Models
1:04:20 - Starlink and Connectivity
1:09:21 - Concerns about AI Language Development
1:11:14 - Rapid Fire Questions
1:15:00 - Camunda Overview
1:15:30 - Recommended BooksFind us here👇🏼
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Dive deep into the world of Snowflake's game-changing AI tools with the Energy Bytes Podcast! In this episode, John and Bobby sit down with Stephen Pace, Principal Sales Engineer at Snowflake, to uncover how Snowflake is revolutionizing data management and AI applications in the energy sector. From Stephen’s insights, discover how Snowflake's multicloud capabilities and innovative AI tools are transforming industries, one data set at a time.
Stephen Pace shares his journey from Shell to Snowflake, detailing the evolution of Snowflake’s technology and its pivotal role in transforming data warehousing.
Traditional data management systems struggle with scalability and real-time processing, particularly in large-scale industrial applications.
Snowflake’s AI tools, including Snowpark and Snowpipe Streaming, provide robust solutions for these challenges, offering unparalleled efficiency and scalability.
Gain deep insights into how leading energy companies leverage Snowflake to enhance their data strategies and streamline operations.
Stephen explains Snowflake’s unique approach to cloud data warehousing, challenging conventional methods and offering innovative alternatives.
Get a sneak peek into Snowflake’s future developments and how they aim to further integrate AI and machine learning into their platform.
Stephen Pace is a Principal Sales Engineer at Snowflake, based in Houston. With a rich background in the energy sector and extensive experience in data management, Stephen brings invaluable expertise to the table, helping organizations harness the full potential of Snowflake’s data solutions.
00:00 - Intro
4:09 - What is Snowflake
6:32 - Snowflake's Architecture
9:52 - Snowflake’s Growth
10:32 - Snowflake’s Pricing
12:48 - Snowflake’s Performance Index
15:36 - Snowflake’s Snowpark Optimized Servers
17:26 - Snowflake’s Data Sharing
18:58 - Autosuspend
20:03 - Snowflake’s Managed Service
21:54 - Success Stories
23:58 - Will Snowflake Get into the Vector Database Space
29:43 - How Snowflake is Enabling AI
33:59 - Using Language Models to Extract Data
36:58 - Breaking Down Data Silos
39:18 - Storing Structured and Semi-Structured Data
41:45 - From Easy to Use to Production Worthy
47:04 - Snowpark and Pandas
50:04 - Multi-Compute and Parallel Processing
51:26 - Observability
52:45 - Snowpipe
58:10 - Favorite Use Case
1:01:50 - Customer Feedback
1:03:49 - Native Connectors
1:06:38 - Google
1:07:23 - Lightning RoundFind us here👇🏼
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Dive deep into the world of energy transformation on this episode of the Energy Bytes Podcast! Join hosts John and Bobby as they sit down with Josh Politte, President & CEO of ACT Solutions & Consulting, to uncover groundbreaking insights into revolutionizing energy.
Discover how ACT Solutions is pushing the boundaries of cybersecurity, AI, and data management in the energy sector. From the challenges of default passwords to the innovative use of MFA and the dynamic approach to going passwordless, Josh shares invaluable strategies that can protect and empower businesses.
Josh, with his extensive background, navigates through various anecdotes and real-world examples, making complex topics like AI, machine learning, and blockchain relatable and engaging.
Many businesses struggle with implementing effective cybersecurity measures and managing vast amounts of data securely.
Josh discusses the role of AI and large language models in enhancing security and data processing, making these technologies more accessible and efficient for businesses.
Learn about the latest trends in the energy sector, from the use of Snowflake for data management to the potential of quantum computing in revolutionizing security protocols.
Josh offers a unique perspective on the integration of new technologies like blockchain, emphasizing the importance of choosing the right tech for specific use cases.
Get a glimpse into the future of energy and cybersecurity with Josh's visionary insights on how distributed computing and AI will shape the industry.
Josh Politte is the President & CEO of ACT Solutions & Consulting, a company at the forefront of energy transformation. With a wealth of experience in cybersecurity and data management, Josh is a leading voice in leveraging technology for business innovation.00:00 - Intro
00:30 - Snowflake News
02:27 - How RedBit Uses Snowflake
07:58 - Distributed Computing
09:14 - Silicon Valley Insights
11:32 - Industrial Revolutions
13:39 - Intro Josh Politte
14:07 - Communicating Solution Value
16:40 - Selling Solutions to Management
20:32 - Time is Not a Value Proposition
24:22 - Company AI Utilization
26:52 - Azure AI
30:50 - Power Automate
32:00 - Power Automate Desktop
36:07 - Desktop Flows
38:36 - Citizen Development Program
42:21 - Understanding Data Lakes
44:33 - Power Apps and SharePoint Lists
47:44 - Exploring Dataverse
48:33 - Dynamics 365 Overview
51:45 - Hidden Gems in Power Platform
53:08 - Power BI vs Spotfire
57:02 - Power Fabric Capabilities
57:55 - Low Code vs Full Stack Development
59:45 - Power Query Pagination
1:01:02 - Power Query API Calls
1:04:53 - Favorite Cloud Provider
1:06:00 - Favorite Non-Microsoft Tech
1:09:48 - Favorite Board or Video GameFind us here👇🏼
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In this episode, John and Bobby sit down with Dominik Pilat, Director of Strategic Partnerships at Link Labs, to dive deep into the future of asset tracking. Discover how Link Labs is revolutionizing the world of IoT with their cutting-edge asset tracking technology, blending indoor and outdoor tracking seamlessly and optimizing for low energy, low data throughput, and low cost.
**Key Takeaways:**
- **The Backstory:** Dominik shares his journey and how he transitioned from physics to IoT, ultimately finding his passion at Link Labs.
- **The Problem:** Traditional asset tracking systems have limitations, especially when transitioning between indoor and outdoor environments.
- **AI to the Rescue:** Link Labs leverages edge computing to enhance asset tracking, ensuring smarter, scalable, and cost-effective solutions.
- **Industry Insights:** Dominik discusses the unique challenges of asset tracking in sectors like oil and gas, highlighting the importance of innovation in these fields.
- **A Contrarian Approach:** Learn about Link Labs' unique approach to asset tracking by flipping the traditional architecture and pushing compute to the edge.
- **The Future:** Explore the potential future developments in IoT and asset tracking, and how these advancements can benefit various industries.**Guest Bio:**
Dominik Pilat is the Director of Strategic Partnerships at Link Labs, an innovative IoT company specializing in asset tracking. With a background in physics and extensive experience in IoT, Dominik brings valuable insights into the intersection of technology and industry, making him a key player in transforming how companies track and manage their assets.0:00 - Intro
1:05 - What is Link Labs
5:19 - Edge Computing in Asset Tracking
11:02 - How Link Labs Does It
17:44 - Removing the Human Element
21:07 - Wrapping Up
23:38 - Your time at Kelvin Inc
24:34 - Turning Models into Actors
25:10 - Optimizing PCP Pumps
29:33 - Pushing AI Models to the Edge
35:54 - What Can Energy Learn from Manufacturing
39:40 - Why is Germany So Good at Manufacturing
45:38 - Dom’s Journey to Becoming an Inventor
54:26 - Always Wanting More
58:46 - Who Do You Follow on Social Media
1:04:38 - Favorite Board or Video GameFind us here👇🏼
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Brian shares insightful stories from his journey, the challenges of integrating legacy systems, and the innovative approaches Liberty Energy is using to capture and utilize data for better decision-making. Discover how Liberty is leveraging cutting-edge technology to stay ahead in the energy sector, including expanding into international markets like Australia and Central Europe.
**Key Takeaways:**
- The importance of data-driven decision-making in energy.
- Liberty Energy's approach to data architecture and software development.
- Challenges and opportunities in international expansion.
- How new technologies like Starlink are transforming data connectivity in remote areas.**The Backstory:** Learn about Brian’s journey from a field engineer to leading software development and data architecture at Liberty Energy. His unique perspective combines deep domain knowledge with a passion for data, making him a trailblazer in the industry.
**Industry Insights:** Brian discusses the evolving landscape of oil and gas, the role of connectivity, and how Liberty Energy is staying ahead with innovative data solutions.
**The Future:** Get a glimpse into the future of Liberty Energy as they expand their reach and continue to innovate in the energy sector.
**Guest Bio:** Brian Weaver is the Head of Software Development and Data Architecture at Liberty Energy. With a background in field engineering and a strong passion for data, Brian has been instrumental in driving Liberty Energy’s data initiatives, transforming how they capture and utilize data to make informed decisions.
CHAPTERS:
0:00 - Intro
1:36 - Liberty Frac Overview
4:56 - Expanding Internationally
9:28 - Frac Data Capture & Usage
12:52 - InfluxDB for Time Series Data
23:54 - Guest Intro: Brian Weaver
24:00 - Journey to Data Career
27:50 - Second Stint at Liberty Energy
28:20 - Slumber Acquisition Impact
31:55 - Snowflake Data Sharing
36:43 - Data Replication with 5Tran
38:58 - Apache Iceberg
41:04 - Snowflake Features
43:33 - Telemetry Data Processing
52:40 - Breaking into Data Industry
54:28 - Learning Data Skills
1:01:10 - Lightning Round
1:01:30 - Favorite Video or Board Game
1:02:10 - Favorite Open Source Library
1:03:20 - Influential People in Data
1:04:50 - Favorite Vacation SpotFind us here👇🏼
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Discover how JD Long uses cross-functional knowledge and new technologies, including AI, to glean valuable insights and drive impactful solutions. From handling data in oil and gas to navigating ethical AI dilemmas, this episode is packed with fascinating stories and practical tips.
Key Takeaways:
- The power of cross-pollination in data usage across different industries.
- Real-world examples of AI used for both beneficial and nefarious purposes.
- The importance of iterative problem-solving and the role of tools like GPT-3 and 11 Labs.
- Insights into the evolving landscape of data science and its applications in energy and beyond.The Backstory:
Guest JD Long brings a wealth of experience from RenaissanceRe, where he focuses on integrating innovative data solutions within the energy sector. His expertise offers a unique perspective on how data-driven decision-making can transform traditional practices.The Problem:
Many organizations struggle with effectively using data to solve industry-specific challenges. The complexity of new technologies and ethical considerations around AI use further complicate these efforts.AI to the Rescue:
JD shares how AI tools are revolutionizing data analysis and problem-solving, making previously insurmountable tasks achievable. Learn about real-world applications and the potential risks associated with these powerful technologies.Industry Insights:
Gain a deeper understanding of the energy sector's data needs and how companies are adapting to stay ahead. JD's insights provide valuable lessons for anyone working with data in industrial markets.A Contrarian Approach:
JD and the hosts discuss unconventional strategies for managing data, emphasizing the importance of flexibility and cross-functional knowledge.The Future:
What does the future hold for data in the energy sector? Explore the latest trends and potential developments that could shape the industry.Guest Bio:
James David Long is the Vice President of Portfolio Solutions at RenaissanceRe, specializing in integrating innovative data solutions within the energy sector. With a keen eye for cross-functional knowledge and a passion for new technologies, JD is a thought leader in data-driven decision-making.CHAPTERS:
0:00 - Intro
1:25 - AI is Getting Scary
7:05 - Stack Overflow and OpenAI
10:46 - Iterative Coding
13:01 - Foot Pedal for Voice to Text
18:55 - GUI vs. CLI vs. Code
19:40 - No Code vs Code
24:33 - No Code for Prototyping
27:26 - Best Platforms: Dual Function
33:44 - What is "Production"
35:35 - Business Logic: ETL vs Reporting Tools
42:50 - How Did You Get into the Space
44:28 - Advice from Your Dad
49:08 - The Value of Being Useful Quickly
50:55 - The Internet Routes Around Obstructions
51:51 - Shadow IT
59:30 - Moving from Analyst Excel to Controlled Systems
1:00:50 - Scaling from One-Man Shop to Medium Company
1:04:46 - Different Levels of Reliability
1:07:03 - Producto-Type
1:08:30 - Second Set of Eyes
1:09:30 - Low Code Platforms
1:12:11 - The Value of a Second Set of Eyes
1:15:58 - Learning from Your Experiences
1:16:30 - The Problem with Agile Development
1:18:40 - Importance of High-Fidelity Communication
1:22:44 - Favorite Video Game or Board Game
1:24:06 - Favorite Whiskey or Bourbon
1:29:34 - Favorite Open Source ProjectFind us here👇🏼
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Discover how Wes navigates the exhilarating chaos of startup life, turning challenges into opportunities for growth and innovation. 🚀
In this engaging conversation, Wes opens up about the rollercoaster journey of building Tasq from the ground up amidst the turbulent tech landscape. Explore his insights on capital discipline, the crucial balance of technology stack development, and the art of surviving and thriving through industry upheavals. Wes's candid stories and practical advice offer a rare glimpse into the mind of a startup co-founder who's in the thick of scaling a business.
Join us to learn how resilience, strategic innovation, and a bit of startup masochism can lead to remarkable success in the tech world. Whether you're a budding entrepreneur, a tech enthusiast, or just curious about the mechanics of startup survival, this episode is packed with valuable lessons and inspiring tales.
Don't forget to subscribe and hit the bell icon for more fascinating insights from leaders shaking up their industries. Let's keep exploring together! 🔔
#AiChallenges #GrowthMindset #DataManagement #AiGrowth #AiSoftware
CHAPTERS:
0:00 - Introductions
1:00 - Startup Journey Insights
5:40 - User Experience Challenges
9:18 - Technology Strategy Importance
17:06 - Balancing Speed and Scaling in Startups
18:55 - Cloud vs On-Prem Impact
21:06 - Building and Scaling Strategies
24:05 - Prioritizing Startup Tasks
25:56 - Internal Operations in Startups
29:13 - Task Management Insights
33:40 - Industry Opportunities
35:08 - Daily Operations Best Practices
37:10 - Technology Stack Overview
41:20 - Data-Driven Decision Making
49:40 - AI Innovations
50:03 - AI in the Energy Sector
51:40 - Chatbot Technology
52:58 - Minimizing Human Errors
56:39 - Ensuring Data Quality
59:17 - Local LLM Implementation
1:01:13 - Model Swapping Techniques
1:07:20 - Favorite TU Alum
1:07:48 - Social Media Recommendations
1:09:32 - Recommended Books
1:12:51 - Favorite Games
1:14:30 - Startup Founding Advice
1:20:10 - Connecting with Wes HamerFind us here👇🏼
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We dive deep into the realms of AI, user experience, and the evolving dynamics of technology and data privacy. Here's what we cover in this insightful session:
Technological Advancements: We begin with a discussion on the progression of AI technologies since their mainstream rollout, highlighting the implications of Moore's Law which suggests a doubling of computing power every couple of years. This sets the stage for more powerful personal devices and improved user interfaces.
Enhancing User Experience through AI: Our speakers explore how AI is quietly integrated into everyday technologies, enhancing user experiences without the user's active awareness. Examples include smarter navigation on smartphones and intuitive web searches.
Competitive Edges in Tech: The conversation shifts to how companies leverage superior user experiences to capture and retain market shares. Despite ongoing competition between giants like Apple and Android, the focus remains on who can deliver the best seamless experiences.
Data Privacy and Consumer Choices: We delve into consumer attitudes towards data privacy, discussing the divide between those who welcome data collection for enhanced convenience and those wary of privacy intrusions.
Analytics in Action: A significant part of the episode is dedicated to the practical use of analytics in marketing and business strategies. The discussion includes insights into predictive modeling and the integration of analytics tools like Salesforce's Einstein Analytics to drive business decisions.
SQL and Data Mastery: Concluding the episode, our speakers stress the importance of foundational skills in SQL and database management for professionals in the tech industry, advocating for a strong base in data handling as critical to leveraging the full potential of analytics in any field.Find us here👇🏼
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🚀 Dive into the latest episode of the Energy Bytes Podcast as we explore the enthralling world of energy tech with Naveen Krishnaraj, PhD, senior data scientist at Sabanto. In this episode discover how Naveen leverages his expertise in data science to revolutionize both the oil and gas and agricultural sectors by bringing autonomous technologies to tractors. 🌾⚙️
🔍 Discover how:
- Naveen transitioned from oil and gas to agriculture, applying his deep knowledge in data science to enhance farming efficiency.
- Sabanto’s innovative autonomy kits are transforming ordinary tractors into self-operating machines, ensuring precision and reducing labor costs.
- The convergence of sensor technologies from oil fields to farmlands facilitates robust developments in autonomous agricultural machinery.🌟 Key Takeaways:
- Insights into the crossover of technologies between vastly different industries.
- The significant impact of data science in advancing agricultural practices.
- A look at the future where technology and traditional industries blend for sustainable growth.👤 Guest Bio:
Naveen Krishnaraj, PhD, a distinguished figure in data science, has carved a niche in applying advanced analytics to critical sectors. Currently at Sabanto, he leads initiatives to integrate autonomous technology into agriculture, making strides towards smarter, more efficient farming.🌍 Join us in this enlightening discussion that bridges the gap between traditional sectors and cutting-edge technology, illustrating the boundless possibilities of energy tech. Don’t forget to subscribe for more insights into how technology is reshaping our world! 🌟
#Tractors #GlobalFoodSupply #EnergyTechStacks #ComputationalScience #TractorAutomation
CHAPTERS:
0:00 - Intro
0:23 - Autonomous Tractor Company Overview
4:24 - Skills Transition: Oil and Gas to ATC
6:20 - AI/ML Applications in Agriculture
10:18 - Deploying AI Models at ATC
12:57 - Utilizing SageMaker for Model Deployment
18:07 - Edge Computing in Agriculture Tech
20:53 - Introduction to Santo
24:30 - Retrofit Kits in Agricultural Machinery
25:50 - Best Practices for Productionizing AI Models
30:15 - CI/CD Tools for AI Development
32:53 - Data Engineering Insights
36:20 - Career Path: Entering Oil and Gas Industry
40:00 - Cross-Industry Tech Solutions
44:33 - Building Computer Vision Models
49:29 - Licensing for Commercial Model Use
54:10 - Speed Round Q&A
54:29 - Influential Figures in Tech to Follow
56:20 - Favorite Cloud Platforms Discussion
56:57 - Discussing Favorite Video Games
57:16 - Top Open Source Libraries
57:48 - Where to Find Naveen KrishnarajFind us here👇🏼
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Join us on this week's episode of the Energy Bytes Podcast as we explore the intricacies of innovation in the energy sector with Diana Grauer, PhD, Director of R&D at NOV. Dive deep into how NOV is pushing boundaries with cutting-edge technology stacks that are reshaping the energy landscape. Discover the challenges and triumphs of integrating new technologies into traditional energy systems, and learn about the pivotal role of R&D in driving industry advancements.
Key Takeaways:
- Insights into the evolution of energy tech and its impact on operational efficiencies and cost reduction.
- The crucial intersection of people management and technology implementation.
- Future trends in energy tech and predictions for the industry’s trajectory.Guest Bio:
Diana Grauer, PhD, brings a wealth of knowledge from her extensive experience in research and development within the energy sector. At NOV, she spearheads projects that aim to revolutionize the industry through technological innovation. Her insights provide a unique perspective on the convergence of engineering, technology, and business strategy in energy.Tune in to gain a comprehensive understanding of the complexities and exciting opportunities in energy innovation. Subscribe for more insights and follow us for updates on future episodes!
#DataScience #OilField #CarbonCapture #Collaboration #Safety
CHAPTERS:
0:00 - Intro
1:17 - People Management Challenges
6:34 - Oil Pricing Trends in Energy Sector
11:28 - Basics of Commodities Trading
18:50 - Evolution of the Energy Industry
23:18 - Technology Debt in Energy Sector
26:46 - Consumer Influence on Energy Tech
33:13 - Role of Graphing Calculators in Energy
36:07 - Project Prioritization Strategies
38:58 - Organizational Culture in Energy Companies
42:05 - R&D Risk Management
46:54 - Evaluating Compounding Tech Effects
48:35 - NOV AI Excellence Center
50:13 - Staying Ahead in Energy Tech
54:14 - Agility of Energy Startups
1:01:10 - Understanding Oilfield Operations
1:03:45 - Oilfield Benefits to Local Communities
1:12:30 - Funding Gaps in Energy Innovation
1:14:34 - Convergence of Tech and Energy
1:17:38 - Future Trends in Energy Sector
1:23:10 - Impact of Modern Technology
1:28:40 - Field Innovation in Energy
1:32:17 - Job Optimization in Energy Work
1:35:18 - Building Culture in Energy Fields
1:39:22 - Safety Protocols in Energy Industry
1:39:40 - Speed Round
1:42:34 - Where to Find Diana GrauerFind us here👇🏼
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Dive deep into the world of AI and data-driven innovations in the oil and gas sector with Jessica Iriarte, Corva's Completions Manager, on this week's episode of the Energy Bytes podcast. Discover how AI is revolutionizing oil and gas operations, enhancing efficiency, and reducing costs through real-time data analysis and strategic decision-making.
In this enlightening conversation, you'll gain insights into the technical challenges and breakthroughs in implementing AI technologies. Jessica shares her journey at Corva, highlighting the transformative impact of AI in streamlining operations and optimizing resource management. Key takeaways include the role of data in operational strategy, the integration of AI tools, and future trends in energy tech.
Guest Bio: Jessica Iriarte brings a wealth of experience in oil and gas, currently leading initiatives at Corva to integrate AI into completions. Known for her expertise in managing complex projects, Jessica is driving innovation and strategic planning to leverage technology for operational excellence.
For more insights into the intersection of energy and technology, follow our series and explore how AI continues to shape the industry's future.
#EnergyIndustry #EngineeringAnalyticsSolutions #PredictiveDrilling #MachineLearningInEnergy #EnergyTechStacks
CHAPTERS:
0:00 - Jessica Iriarte Introduction
1:17 - Jessica's Projects at Corva
2:28 - Introduction to Corva
6:36 - Predictive Drilling Technologies
10:28 - Corva's Model Development
12:46 - Deploying Predictive Models
13:46 - Best Practices for High Frequency Data
18:16 - Corva's Hardware for Live Data
22:06 - Corva vs Well Data Labs Comparison
27:20 - Importance of Post-Stage Data
31:20 - Jessica's Background
33:40 - Overview of Well Data Labs
37:25 - Introduction to Vroom
42:30 - Rebel Data Science Insights
47:53 - Entering the Data Science Field
55:10 - Jessica's Entry into Oil and Gas
55:24 - Personal Connection to Oil and Gas
57:40 - Jessica's Tech Journey
59:24 - Data Science Career Advice
1:03:50 - Random Questions Session
1:06:24 - Favorite Open Source Tools
1:06:35 - Tech Industry Entry Advice
1:09:00 - Connecting with Jessica Iriarte
1:09:59 - Podcast OutroFind us here👇🏼
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Dive deep into the transformative world of energy and technology with this week's episode of the Energy Bytes Podcast, "From Graphics to Gas: Scott Senften's Graphics Alchemy." Join hosts John Kalfayan, aka Rad Dad, and Bobby Neelon as they unravel the fascinating journey of Scott Senften, a self-proclaimed Computer Graphics Alchemist. Discover how Scott's expertise in computer graphics is revolutionizing the energy sector, from seismic data analysis to unconventional resource exploration.
Key Takeaways:
- Explore the intersection of energy and technology through the lens of computer graphics.
- Learn about the seismic side of the energy industry and its role as the cornerstone of Big Data.
- Gain insights into the challenges and triumphs of working on groundbreaking projects in the oil and gas sector.
- Understand the importance of collaboration across oil field service companies to drive innovation.
- Delve into Scott's journey from the world of graphics to the forefront of energy technology.The Backstory:
Scott Senften's transition from a graphics expert to a pivotal figure in the energy industry epitomizes the boundless possibilities when technology meets traditional sectors. With a rich background in computer graphics, Scott brings a unique perspective to energy challenges, leveraging Big Data and analytics to push the boundaries of what's possible.The Problem:
The energy sector is in constant evolution, driven by the need for more efficient and sustainable solutions. Scott's story highlights the crucial role of technology in addressing these challenges, demonstrating the power of cross-disciplinary expertise.AI to the Rescue:
Scott's work at Reveal, a startup focusing on unconventional resource exploration, showcases the game-changing potential of AI and big data in the energy industry. Discover how innovative completion design analytics are making waves in the sector.Industry Insights:
This episode offers a rare glimpse into the nitty-gritty of energy technology, from the seismic data's significance to the intricacies of software development within the industry.A Contrarian Approach:
Scott's journey is a testament to the transformative impact of a contrarian approach, challenging industry norms and advocating for open collaboration to drive progress.The Future:
Looking ahead, Scott's work points to a future where technology and energy converge to create more efficient, sustainable, and innovative solutions for the world's energy needs.Guest Bio:
Scott Senften, dubbed the Graphics Alchemist, has carved a niche at the intersection of computer graphics and energy technology. With years of experience under his belt, Scott is reshaping the energy industry with his innovative approach to data analysis and visualization.Subscribe for more insights into the fascinating world where technology meets energy, and follow us for updates on groundbreaking episodes that shine a light on the future of the sector. Check out our other episodes to stay ahead of the curve in the rapidly evolving world of energy technology.
#TechIndustry #IndustryInsights #InnovativeTechnology #EnergyInnovation #VisualizationTechniques
#DigitalWildcattersPodcasts #VisualizationTechniques #EnergyIndustryExpertise #InnovativeTechnology #SoftwareDevelopment
CHAPTERS:
0:00 - Intro Energy Tech Podcast
2:21 - MATLAB to C Conversion Insights
5:22 - Navigating Big Data Complexity
10:23 - Role of a Software Architect
13:06 - Problem Solving in Tech
17:14 - Chick-fil-a Energy Tech Mention
20:04 - Scientific Visualization Techniques
22:21 - Data Management Strategies
24:20 - Understanding Timestamps in Data
27:15 - Evolution of Early Computers
31:03 - Glass Cockpits Technology
34:31 - Implementing Redundancy in Systems
37:03 - Cybersecurity in Energy Sector
39:50 - Cyclical Nature of Technology Discussion
46:43 - Transition into Oil and Gas Industry
54:04 - Oil and Gas Industry Culture
56:06 - VMS vs Kubernetes in Energy Tech
58:14 - Speed Round with Scott Senften
1:00:50 - Unique Tools in Energy Tech
1:05:44 - Home Buying Tips
1:07:23 - Snowflake Data Warehousing
1:08:20 - Connecting with Scott SenftenFind us here👇🏼
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Dive deep into the revolutionary world of mineral rights with "Inside Pecan Estimate: The Zillow for Minerals Rights" on the Energy Bytes Podcast. Hosted by the dynamic duo John Kalfayan and Bobby Neelon, this episode features the brilliant minds behind Pecan Estimate, Tracy Lenz and Jason Hooten. Discover how this innovative platform is transforming the way we understand and evaluate mineral rights, making it accessible and understandable for everyone.
Key Takeaways:
- Uncover the backstory of Pecan Estimate, the game-changing tool likened to Zillow for the mineral rights market.
- Explore the problem it solves in the often opaque and complex world of mineral trading and ownership.
- Delve into how AI and technology are leveraged to demystify the valuation process, bringing transparency and efficiency.
- Gain industry insights from Tracy and Jason, who share their journey from identifying a gap in the market to developing a solution that empowers mineral owners.
- Learn about the contrarian approach Pecan Estimate takes in an industry ripe for disruption.
- Peek into the future of mineral rights management and how technology continues to shape the landscape.Guest Bio:
Tracy Lenz and Jason Hooten, the sibling power team, bring a unique blend of expertise to the table. Tracy, with a rich history in the oil and gas sector, and Jason, a tech whiz, combined their strengths to create Pecan Estimate. Through their innovative platform, they're on a mission to revolutionize the way mineral rights are understood, valued, and traded. Check them out at https://pecanestimate.com/ or on their youtube channel - @PecanTreeOGDon't miss out on this insightful episode that sheds light on the intersection of energy, technology, and entrepreneurship. Subscribe for more insights, follow us for updates, and check out our other episodes to stay ahead in the energy tech curve.
#MineralsMarket #MineralRights #DigitalWildcattersPodcasts #EnergyTechStack #EnergyPodcast
CHAPTERS:
0:00 - Intro
1:24 - PecanTree Oil & Gas Overview
3:59 - PecanTree's Core Operations
9:55 - Mineral Estate Appraisal Explained
11:00 - Starting Tech Stack at Pecan Estimate
13:40 - Navigating Self-Funding & Bootstrapping
17:54 - Initial ETL Process at Pecan Estimate
20:08 - Pondera Origin Story
29:53 - Entering the Oil & Gas Industry
34:37 - Educational Insights for Oil & Gas Careers
36:23 - USC Smart Oilfield Tech Program
40:34 - Real-World Application Development
41:56 - Transitioning to AWS Database
42:05 - Accessing Public Data for Energy Projects
43:44 - Spotify Model in Tech Startups
44:50 - Cloud Computing FUD Demystified
49:10 - Building Custom Solutions from Scratch
49:35 - Data Flow Architecture at Pecan Estimate
51:25 - Pecan Estimate's Predictive Model
53:10 - Analysis Time Frame for Mineral Reports
54:34 - Unique Challenges in East Texas
56:40 - Importance of Early Launches
59:10 - Mapping Software for Mineral Rights
1:02:05 - Previous Employment Insights
1:03:45 - App Deployment Strategies
1:05:25 - Necessity of New Tech Tools
1:09:25 - Programming Languages at Pecan Estimate
1:11:13 - Fun Facts About the Team
1:13:06 - Influential Figures in Energy Tech
1:13:54 - Recommended Tech Libraries
1:17:08 - Finding Joy in Energy Tech
1:18:30 - Modern Marketing Strategies
1:19:15 - Discover More About Pecan EstimateFind us here👇🏼
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In this episode, we delve into the fascinating intersection of the energy sector and technology through the lens of Bitcoin mining. With insights from industry insiders at Digital Wildcatters and special guest Chuck Yates, we explore how energy companies are increasingly becoming tech companies, and vice versa, driven by the demands of high-performance computing and the opportunities presented by Bitcoin mining.
This episode dives into:
The strategic decision by EQT, the largest natural gas producer in the US, to curtail production due to low natural gas prices and the potential impact of redirecting that energy towards Bitcoin mining.The acquisition of a data center by AWS for $650 million, highlighting the trend of tech companies venturing into energy management to support their computing needs.The evolution of Bitcoin mining from a niche activity to a significant player in the energy market, offering innovative solutions for managing flare gas and optimizing energy use.The role of high-performance computing in driving the demand for energy and the implications for energy companies to adapt and innovate.The challenges and opportunities for oil and gas companies to integrate Bitcoin mining and other tech-driven energy solutions into their operations, including considerations for infrastructure, maintenance, and regulatory compliance.The potential for energy companies to leverage Bitcoin mining not only as a revenue stream but also as a strategic tool for energy management, environmental compliance, and enhancing operational efficiency.
Join us as we explore how the convergence of energy and technology is reshaping the landscape of both industries, offering new opportunities for innovation, sustainability, and profitability.Join collide.io and try CollideGPT: AI chat for the oil and gas industry.
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Dive deep into the transformative world of energy tech with Ted Cross, VP of Product at NoviLabs, on this exhilarating episode of Energy Bytes Podcast. Discover how from a foundation in geology, Ted navigated his path to spearheading AI innovations that are revolutionizing the energy sector. This episode, hosted by John Kalfayan and Bobby Neelon, unfurls Ted's journey, offering key insights into the synergy between traditional energy exploration and cutting-edge technology.
Key Takeaways:
- The fusion of geology and AI in energy tech: Explore the intersection where Earth Science meets Artificial Intelligence, and how it's powering the future of energy.
- AI to the Rescue: Uncover how AI is solving complex problems in the energy industry, from optimizing drilling operations to enhancing predictive models for resource extraction.
- Industry Insights: Gain firsthand knowledge from Ted Cross about the challenges and triumphs in integrating tech solutions within the energy sector.
- A Contrarian Approach: Learn about the innovative strategies and tools NoviLabs employs to push the boundaries of what's possible in energy tech.
- The Future: Delve into what the horizon holds for AI in energy, and how professionals like Ted are shaping a sustainable, efficient future.Guest Bio:
Ted Cross brings a unique blend of expertise to the table, with a rich background in geology combined with a profound understanding of product management in the tech space. As the VP of Product at NoviLabs, Ted is at the forefront of designing AI-driven solutions that offer groundbreaking approaches to age-old challenges in the energy industry. His journey from exploring the Earth's subsurface to leveraging AI for optimizing energy production embodies the innovative spirit transforming the sector.Don't miss this insightful episode that bridges the gap between traditional energy expertise and technological innovation. Subscribe for more insights and follow us for updates on future episodes that continue to explore the dynamic intersection of energy and technology.
#EnergyTech #OilAndGasTech #EnergyIndustryLeadership #EnergyTechStacks #EnergyDataManagement
CHAPTERS:
0:00 - Intro
1:15 - Energy Current Events
8:28 - Ted Cross Energy Tech Journey
9:52 - Oil and Gas Industry Decision Making
15:25 - Statistical & Physical World Integration
19:09 - Oil & Gas Industry Economics Optimization
21:28 - Ted Cross Journey to NoviLabs
23:08 - NoviLabs Overview
24:05 - NoviLabs ML Platform Insights
27:30 - User Control in NoviLabs Models
30:18 - Energy Tech Stack Discussion
32:12 - NoviLabs Success Stories
34:10 - Comparing Manufacturing & Oil Gas Optimization
37:18 - Well Interaction Analysis
41:19 - Vaca Muerta Exploration
45:40 - Future Directions for NoviLabs
48:00 - AI Impact on Oil & Gas Industry
54:07 - Speed Round Q&A
56:46 - Daily Tech Tools
1:02:20 - Connecting with Ted Cross
1:02:40 - OutroJoin collide.io and try CollideGPT: AI chat for the oil and gas industry.
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Dive deep into the intersection of artificial intelligence and the energy sector with this week's episode of Energy Bytes Podcast, with George Danner about AI's Energy Transformation. Discover how AI is revolutionizing the way we think about and manage energy resources, from factory floors to oil rigs. Hosted by John Kalfayan and Bobby Neelon, this episode not only explores the current state of energy technology but also provides a controversial yet insightful look into what the future holds.
**Key Takeaways:**
- Uncover the transformative power of AI in the energy industry, reshaping everything from operational efficiency to strategic decision-making.
- Learn about the contrarian approaches to solving complex energy challenges through the lens of an expert in business simulation and predictive modeling.
- Delve into the backstory of Business Laboratory and its founder, George Danner, exploring the synergy between technology and industrial markets.
- Discover industry insights into the oil and gas sector and how tech startups are influencing change.
- Engage with a thought-provoking discussion on the future of energy, investing in technology, and the cycles of uranium and oil.**The Backstory:**
Understanding George Danner's journey from an engineer to the founder of Business Laboratory offers a unique perspective on the merger of technology and energy. His innovative approach to leveraging AI and simulation for business optimization has put him at the forefront of the industry.**The Problem:**
The energy sector faces unprecedented challenges, from reducing carbon footprints to optimizing resource allocation. How can AI serve as the catalyst for change in this traditional industry?**AI to the Rescue:**
Discover how AI technologies are not just solving existing problems but also uncovering new opportunities for efficiency and sustainability in energy production and distribution.**Industry Insights:**
Gain valuable insights into the dynamics of the energy market and how the emergence of tech startups is challenging the status quo, driving innovation, and fostering a competitive environment.**A Contrarian Approach:**
Explore George Danner's controversial yet effective strategies for navigating the complex landscape of the energy industry. His emphasis on simulation and predictive analytics as tools for decision-making sets a new standard.**The Future:**
What does the future hold for the energy sector? This episode provides a forward-looking perspective on the role of AI and technology in shaping the next generation of energy solutions.**Guest Bio:**
George Danner, Founder of Business Laboratory, brings a wealth of knowledge and experience to the table. As an expert in business simulation and predictive modeling, George has dedicated his career to solving some of the most challenging problems faced by industrial markets. His innovative thinking and contrarian approaches have made him a sought-after voice in discussions about the future of energy and technology. To learn more about George and Business Laboratory, check them out here https://business-laboratory.com/.Subscribe for more insights into the intersection of technology and energy. Follow us for updates and check out our other episodes for a deeper understanding of the forces shaping our world.
#Energy #OilAndGasStartups #DigitalTransformationInEnergy #TechInEnergy #EnergyInnovation
#ArtificialIntelligence #DistributedControlSystems #EnergyTech #SimulationModeling #IndustrialScience
CHAPTERS:
0:00 - Guest Introduction George Danner
1:46 - George Danner Tech Journey
9:58 - Unique Business Problems Analysis
12:12 - Industry Decision Making Insights
18:01 - Lessons from Elon Musk
19:55 - Counterintuitive Business Decisions
22:13 - Changing Business Practices
25:30 - Elon Musk Influence in Oil and Gas
33:00 - Artificial Intelligence Journey
33:48 - Understanding Language Models
35:50 - Knowledge Models Explained
39:34 - Artificial General Intelligence Discussion
42:09 - Heuristics in Problem Solving
46:09 - Experience-Based Learning
49:22 - Management Flight Simulators Overview
54:17 - AI Deployment for Practitioners
56:05 - Deploying AI Models Effectively
59:29 - Managing Cloud Costs
1:02:07 - Importance of Design in Tech
1:05:08 - Starting an AI Project Tips
1:10:49 - Vector Databases Introduction
1:11:14 - Exploring SymPy
1:12:01 - Social Media Influencers in Tech
1:13:10 - Google Cloud Platform Discussion
1:16:24 - Favorite Language Models
1:17:33 - AGI Development Timeline
1:24:22 - Finding George Danner Online
1:25:15 - Upcoming Energy Tech EventsJoin collide.io and try CollideGPT: AI chat for the oil and gas industry.
- Näytä enemmän
