The Graph Layer Behind NASA’s Breakthroughs | Michael Hunger

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

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הוסף לפני one שנה

תוכן מסופק על ידי Tessl. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Tessl או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

Insights Unlocked

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Build your Plan B: How content entrepreneurship can unlock freedom and meaning 43:52

לפני 9 ימים43:52

הפעל מאוחר יותר

רשימות

לייק

אהבתי

43:52

Episode web page: https://bit.ly/46shU5A ----------------------- Episode summary: Joe Pulizzi—bestselling author, founder of the Content Marketing Institute, and creator of the Content Inc model—joins host Nathan Isaacs to talk about redefining work, meaning, and success in the age of AI and economic uncertainty. From his transition after a successful business exit to founding The Tilt and launching Creator Economy Expo , Joe shares how content creation can unlock personal freedom and lasting impact. He discusses themes from his latest book, Burn the Playbook , and why now is the time for marketers and creators to lean into their unique edge—what he calls your “tilt.” What you’ll learn in this episode: Why marketers have all the skills needed to become entrepreneurs How to find and refine your “tilt” to stand out in a crowded digital space The difference between passion and monetizable expertise Why building an owned audience is more sustainable than relying on social platforms How to create meaningful work that aligns with your life goals—not just your job title Why Joe believes the best time to start is always right now Memorable quote: “Create before you consume. If you do that every day for 30 days, it will change your life.” — Joe Pulizzi Resources & Links: JoePulizzi.com ( https://www.joepulizzi.com/ ) Burn the Playbook ( https://www.joepulizzi.com/books/burn-the-playbook/ ) The Tilt newsletter (https://www.joepulizzi.com/signup/) [Creator Economy Expo (CEX)](https://www.creatoreconomyexpo.com) This Old Marketing podcast (https://www.thisoldmarketing.com/) Content Inc podcast Nathan Isaacs on LinkedIn (https://www.linkedin.com/in/nathanisaacs/) Learn more about Insights Unlocked: https://www.usertesting.com/podcast…

לפני שנה 36:24

MP3•בית הפרקים

Michael Hunger of Neo4j, joins Simon Maple to unpack how graph databases inject structure, intent, and traceability into modern AI systems.
On the docket:

why relationships in data encode intent
the black-box problem in vector based RAG
why devs should build their own MCP server

AI Native Dev, powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development.
Connect with us here:

Michael Hunger- https://www.linkedin.com/in/jexpde/
Simon Maple- https://www.linkedin.com/in/simonmaple/
Tessl- https://www.linkedin.com/company/tesslio/
AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/

(00:00) Trailer
(01:03) Introduction & Neo4j Origins
(03:02) Persisting Relationships for High-Performance Queries
(04:00) Modeling Business Intent & Key Use Cases
(05:00) Fraud Detection at Scale with Graph Algorithms
(06:11) Graph-Enhanced RAG vs. Vector-Only Retrieval
(09:02) Explainability & Drill-Down Evaluation in RAG
(13:05) Fusing Structured & Unstructured Data for Context
(15:00) MCP for Developer Productivity: Schema-to-Code & API Wrapping
(21:16) Security & Sandboxing Best Practices for MCP
(29:08) MCP Server Recommendations & Outro

Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh
Ask us questions: podcast@tessl.io

פרקים

1. Trailer (00:00:00)

2. Introduction & Neo4j Origins (00:01:03)

3. Persisting Relationships for High-Performance Queries (00:03:02)

4. Modeling Business Intent & Key Use Cases (00:04:00)

5. Fraud Detection at Scale with Graph Algorithms (00:05:00)

6. Graph-Enhanced RAG vs. Vector-Only Retrieval (00:06:11)

7. Explainability & Drill-Down Evaluation in RAG (00:09:02)

8. Fusing Structured & Unstructured Data for Context (00:13:05)

9. MCP for Developer Productivity: Schema-to-Code & API Wrapping (00:15:00)

10. Security & Sandboxing Best Practices for MCP (00:21:57)

11. MCP Server Recommendations & Outro (00:29:49)

75 פרקים

#Tech #Tessl #AI Native Software Development #Ai Developments #Ai Software Development #AI Native #Ai Assistants #Ai Code Completion

The Graph Layer Behind NASA’s Breakthroughs | Michael Hunger

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

11 subscribers

published לפני שנה

שתפו

MP3•בית הפרקים

Michael Hunger of Neo4j, joins Simon Maple to unpack how graph databases inject structure, intent, and traceability into modern AI systems.
On the docket:

why relationships in data encode intent
the black-box problem in vector based RAG
why devs should build their own MCP server

Michael Hunger- https://www.linkedin.com/in/jexpde/
Simon Maple- https://www.linkedin.com/in/simonmaple/
Tessl- https://www.linkedin.com/company/tesslio/
AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/

Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh
Ask us questions: podcast@tessl.io

פרקים

1. Trailer (00:00:00)

2. Introduction & Neo4j Origins (00:01:03)

3. Persisting Relationships for High-Performance Queries (00:03:02)

4. Modeling Business Intent & Key Use Cases (00:04:00)

5. Fraud Detection at Scale with Graph Algorithms (00:05:00)

6. Graph-Enhanced RAG vs. Vector-Only Retrieval (00:06:11)

7. Explainability & Drill-Down Evaluation in RAG (00:09:02)

8. Fusing Structured & Unstructured Data for Context (00:13:05)

9. MCP for Developer Productivity: Schema-to-Code & API Wrapping (00:15:00)

10. Security & Sandboxing Best Practices for MCP (00:21:57)

11. MCP Server Recommendations & Outro (00:29:49)

75 פרקים

#Tech #Tessl #AI Native Software Development #Ai Developments #Ai Software Development #AI Native #Ai Assistants #Ai Code Completion

همه قسمت ها

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50:50

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52:53

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37:53

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1:09:32

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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

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לפני 13 weeks36:24

36:24

Michael Hunger of Neo4j, joins Simon Maple to unpack how graph databases inject structure, intent, and traceability into modern AI systems. On the docket: why relationships in data encode intent the black-box problem in vector based RAG why devs should build their own MCP server AI Native Dev, powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: Michael Hunger- https://www.linkedin.com/in/jexpde/ Simon Maple- https://www.linkedin.com/in/simonmaple/ Tessl- https://www.linkedin.com/company/tesslio/ AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ (00:00) Trailer (01:03) Introduction & Neo4j Origins (03:02) Persisting Relationships for High-Performance Queries (04:00) Modeling Business Intent & Key Use Cases (05:00) Fraud Detection at Scale with Graph Algorithms (06:11) Graph-Enhanced RAG vs. Vector-Only Retrieval (09:02) Explainability & Drill-Down Evaluation in RAG (13:05) Fusing Structured & Unstructured Data for Context (15:00) MCP for Developer Productivity: Schema-to-Code & API Wrapping (21:16) Security & Sandboxing Best Practices for MCP (29:08) MCP Server Recommendations & Outro Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

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49:00

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לפני 15 weeks49:20

49:20

Can LLMs replace structured systems to scale enterprises? Jason Ganz, Senior Manager DX at dbt Labs , joins Simon Maple to unpack why, despite the rapid rise of AI systems, enterprises still rely on structured data for consistency and reliable decision making. They also discuss: the invisible edge cases LLMs can’t see difference between software engineering and data engineering in AI the mismatch between AI output and business logic what the data engineer of the future actually does AI Native Dev , powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: 1. Jason Ganz (LinkedIn)- https://www.linkedin.com/in/jasnonaz/ 2. Jason Ganz (X)- https://x.com/jasnonaz 3. dbt Labs- https://www.getdbt.com/ 4. dbt Fusion engine- https://www.getdbt.com/product/fusion 5. dbt Community- https://www.getdbt.com/community 6. Simon Maple- https://www.linkedin.com/in/simonmaple/ 7. Tessl- https://www.linkedin.com/company/tesslio/ 8. AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ 00:00 Trailer 01:01 Introduction 01:41 dbt Labs 04:39 Data engineers 07:39 LLMs understanding 13:15 AI isn’t as lazy as humans 15:29 Problem: the scaffolding to get data 17:38 Best contextual results 19:40 Dealing with security 25:00 Structured data 27:37 Problems with LLMs and data 29:47 Exact numbers 32:10 Hallucinations 34:28 Human validation 36:20 MCP servers 39:09 UX bottlenecks 42:27 Quality of data 44:00 The future of data engineers 47:02 getdbt.com 48:09 Outro Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

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CTO of $7B Snyk Talks AI Security, Risky Software & Enterprise Adoption 35:43

לפני 16 weeks35:43

35:43

In this episode of AI Native Dev, Guy Podjarny and Danny Allan unpack how security has reduced just to a concern from a roadblock for devs. On the docket: why 80% of Snyk ’s enterprise customers are actively using AI tools navigating security risks of today and tomorrow the recurring flaw in every new stack why more code means more vulnerabilities AI Native Dev , powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: Danny Allan- https://www.linkedin.com/in/dannyallan/ Guy Podjarny- https://www.linkedin.com/in/guypo/ Tessl- https://www.linkedin.com/company/tesslio/ AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

1
The $2B Nvidia Backed AI Video Platform 1:11:11

לפני 17 weeks1:11:11

1:11:11

In this episode of AI Native Dev, Guy Podjarny is joined by Victor Riparbelli , Co-founder and CEO of Synthesia , who is leading the charge towards AI driven video that lets anyone become a video creation pro with no prior field experience. On the docket: • how Synthesia enables full video editability even after generation • Victor’s vision for fully coded videos that enable personalized, customizable viewing • Victor’s belief that future generations will prefer visuals over any kind of text AI Native Dev , powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: 1. Victor Riparbelli- https://www.linkedin.com/in/victorriparbelli/ 2. Guy Podjarny- https://www.linkedin.com/in/guypo/ 3. Tessl- https://www.linkedin.com/company/tesslio/ 4. AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

1
Why the Top 1% of Devs Love IntelliJ | Anton Arhipov 36:59

לפני 18 weeks36:59

36:59

From early IntelliJ user to JetBrains advocate, Anton Arhipov continues his conversation with Simon Maple and Baptiste Fernandez on AI Native Dev, tracing his journey through tools, trends, and the changing face of developer experience. On the docket: • how IntelliJ responds to new tools in the market • understanding the pros and cons of tab-driven development for devs • why tools will need to get better in PR workflows • ZeroTurnaround’s Java reloading that ended JVM restarts • the four must-know IntelliJ plugins for every developer AI Native Dev, powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: 1. Anton Arhipov- https://www.linkedin.com/in/antonarhipov/ 2. Simon Maple- https://www.linkedin.com/in/simonmaple/ 3. Baptiste Fernandez - https://www.linkedin.com/in/baptiste-fernandez-0a958630/ 4. Tessl- https://www.linkedin.com/company/tesslio/ 5. AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

1
How This Broadcom Dev Uses Spring to Power AI Workflows | Josh Long 44:01

לפני 19 weeks44:01

44:01

What happens when the OG Spring Dev, Josh Long , teams up with Simon Maple on AI Native Dev? You get a front row seat to them building a Spring powered app that showcases the future of AI integration. While building the app, they discuss: why developers are adopting Spring AI how Spring is becoming the go-to for AI engineering why companies route users from humans to IVRs understanding model context protocol AI Native Dev , powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: Josh Long- https://www.linkedin.com/in/joshlong/ Simon Maple- https://www.linkedin.com/in/simonmaple/ Tessl- https://www.linkedin.com/company/tesslio/ AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

1
One CEO’s Plan to Rebuild How We Deploy AI | Ron Eforni & Flox 1:03:30

לפני 20 weeks1:03:30

1:03:30

In this episode, our founder and CEO, Guy Podjarny speaks with Ron Efroni, CEO of Flox and President of the NixOS Foundation, about advancing AI from experimental phases to robust, production-ready environments. Flox optimizes reproducible environments, Nix provides the foundation, and Ron Efroni is uniting them to scale enterprise development. On the docket: the value proposition of using "environment as code" exploring a future of specialized AI agents in a connected ecosystem. grasping how to layer MCP over environments, and AI to be more deterministic, or should we adapt to it? About Us: AI Native Dev, powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: Ron Efroni- https://www.linkedin.com/in/ronefroni/ Guy Podjarny- https://www.linkedin.com/in/guypo/ Tessl- https://www.linkedin.com/company/tesslio/ AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

1
Vibe Coding SimCity II: Injecting Chaos with Natural Disasters and AI Tools 1:00:42

לפני 21 weeks1:00:42

1:00:42

Simon Maple and Joe Holdcroft swap their AI-generated apps and put Cursor and Windsurf to the test by adding natural disasters like earthquakes and lightning strikes. Discover how AI coding tools handle randomness, spreading effects, animation, and bugs—plus the devs’ thoughts on debugging AI-generated code. Subscribe for deep dives into modern dev workflows and AI-powered coding experiments. Watch the episode on YouTube: https://youtu.be/dzXGY8YUx-8 Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

1
Vibe Coding SimCity: Prototyping Tiny Towns with AI Dev Tools 44:00

לפני 22 weeks44:00

44:00

In this hands-on episode of AI Native Dev , Simon Maple and Joe Holdcroft go head-to-head in a “vibe coding relay” challenge—building a tiny town simulator from scratch using AI-powered dev tools BASE44 and Bolt.new. With only 10 minutes, vague prompts, and no prep, they put these rapid-prototyping tools to the test. Simon leans into SimCity nostalgia while Joe battles ghost-town bugs and infinite money glitches. Hosted by Macey Baker, the episode dives deep into AI-assisted UI generation, event simulation, and how far these tools can really go with minimal human input. Part 2 continues next week with Cursor and Windsurf as Simon and Joe swap codebases to iterate on each other’s AI-born towns. Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

1
Exploring LLM Observability with Traceloop's Gal Kleinman 40:26

לפני 23 weeks40:26

40:26

In this episode, Simon Maple converses with Gal Kleinman, co-founder of Traceloop, to delve into the realm of LLM observability. Kleinman shares his expertise on constructing evaluation suites and overcoming the challenges associated with LLM applications. Learn about innovative solutions like Open LLMetry and gain insights into best practices for maintaining robust observability systems. Subscribe to the AI Native Developer podcast for more insights on AI and development. Watch the episode on YouTube: https://youtu.be/TD-wjNStTVM Check out Traceloop: https://www.traceloop.com/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

1
From Builder to Orchestrator—Confronting the Software Engineer’s Identity Crisis 54:37

לפני 24 weeks54:37

54:37

In this episode, host Simon Maple engages in a compelling discussion with Annie Vella, a skilled software engineer and manager, about the integration of AI into software development. Annie shares her insights on how AI tools are reshaping coding practices, the challenges engineers face in transitioning to management roles, and the skills required to thrive in this evolving landscape. This episode is crucial for anyone looking to understand the implications of AI in their work. Subscribe to the AI Native Developer podcast for more insights on AI and development. Watch the episode on YouTube: https://youtu.be/GI2ywMl2gQk Read Annie's blog : https://annievella.com/posts/the-software-engineering-identity-crisis/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

1
Is Code Dead & The $1B Solo Startup Myth - 5 AI Realities with Tessl's Guy Podjarny 29:03

לפני 25 weeks29:03

29:03

In this episode, Guy Podjarny sits down with Tom Hulme to discuss the transformative shift from a code-centric to a spec-centric approach in software development. They explore the advantages of cloud-native practices, the evolving tool ecosystem, and the future role of AI and LLMs. Gain expert insights into the trends that are shaping the future of the industry. Subscribe to the AI Native Developer podcast for more insights on AI and development! Watch the episode on YouTube: https://youtu.be/reU8W2aH30Y Read the GV Event Blog: gv.com/news/five-ai-realities-with-tessl-guy-podjarny Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

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AI's Transformative Impact on Development with Alex Komorske 31:25

לפני 26 weeks31:25

31:25

In this episode, Alex Komoroske delves into the transformative role of AI in the tech industry. As an expert in web platform development, Alex discusses AI's potential to redefine technology and creativity. Gain insights into how AI serves as a disruptive innovation and explore its implications for developers. Subscribe to the AI Native Developer podcast for more insights on AI and development! Watch the episode on YouTube: https://youtu.be/utzvGealvrE Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

1
Datadog CEO Olivier Pomel on AI Security, Trust, and the Future of Observability 59:59

לפני 27 weeks59:59

59:59

Join Guy Podjarny as he hosts Olivier Pomel, CEO of Datadog, in a compelling discussion on the evolution of observability and AI's role in modern technology. Olivier offers his expertise on AI-powered applications, the security challenges they face, and the future of AI interactions. This episode provides crucial insights for tech professionals and developers seeking to understand AI's impact on cloud computing and security. Subscribe to the AI Native Developer podcast for more insights on AI and development! Watch the episode on YouTube: https://youtu.be/-5N53Xq5DX4 Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

1
Intent-Driven Development: Insights from Patrick Debois 45:11

לפני 28 weeks45:11

45:11

In this episode of the Tessl podcast, hosts Patrick Debois and Simon Maple explore the transformative landscape of software development practices. Join them as they discuss emerging patterns that are reshaping the industry. Patrick, a DevOps pioneer, shares valuable insights on aligning development work with business intents, while Simon brings his expertise in Java, cloud computing, and AI integration in software to the table. This engaging discussion is a must-listen for anyone interested in the future of development. What You'll Learn: Identify emerging patterns in software development that enhance decision-making. Shift your focus from implementation to understanding business intent for more meaningful outcomes. Utilize spec centricity to create clearer specifications that bridge technical and non-technical teams. Leverage the right tools to facilitate innovative practices and improve productivity. Recognize the significance of clean data in enhancing software requirements and decision-making. This episode is perfect for developers, project managers, and anyone in the tech field looking to stay ahead of the curve in evolving development practices. It's an invaluable resource for those seeking to understand how to better align their work with business goals and improve collaboration across teams. 💡 What are your thoughts on the future of development practices? Join the conversation and share your insights in the comments! 👇 Watch the episode on YouTube: https://youtu.be/kMRHuc36AK4 Blog post: https://ainativedev.io/news/the-4-patterns-of-ai-native-dev-overview Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

1
How Attackers Trick AI: Lessons from Gandalf’s Creator 54:35

לפני 29 weeks54:35

54:35

🔒 How Secure is AI? Gandalf’s Creator Exposes the Risks 🔥 AI security is under attack, and hackers are finding new ways to manipulate AI systems. In this episode, Guy Podjarny sits down with Mateo Rojas-Carulla, co-founder of Lakera and creator of Gandalf, to break down the biggest threats facing AI today—from prompt injections and jailbreaks to data poisoning and agent manipulation. What You’ll Learn: - How attackers exploit AI vulnerabilities in real-world applications - Why AI models struggle to separate instructions from external data - How Gandalf’s 60M+ attack attempts revealed shocking insights - What the Dynamic Security Utility Framework (DSEC) means for AI safety - Why red teaming is critical for preventing AI disasters Whether you’re a developer, security expert, or just curious about AI risks, this episode is packed with must-know insights on keeping AI safe in an evolving landscape. 💡 Can AI truly be secured? Or will attackers always find a way? Drop your thoughts in the comments! 👇 Watch the episode on YouTube: https://youtu.be/RKCvlJT_r4s Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…

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