SlideShare a Scribd company logo
The Trajectory
of Change
Raj Mudhar
rajile.com / raj@ripnet.com
1Thursday, October 28, 2010
2Thursday, October 28, 2010
3
2Thursday, October 28, 2010
3
Context
2Thursday, October 28, 2010
3
Context
Experiences with Change
2Thursday, October 28, 2010
3
Context
Experiences with Change
Change Models
2Thursday, October 28, 2010
• Today - Agile Transformation Servant Leader
• Before - R&D Operations Head for the Korean 3G-Wireless Market
• Early on - Software developer
• 15 years in international cross-company collaborationBioWeb: http://rajile.com E-mail: raj@ripnet.com / raj.mudhar@alcatel-lucent.com
LinkedIn: http://ca.linkedin.com/in/rajmudhar Twitter: @rmudhar
3Thursday, October 28, 2010
• Company Profile:
• Operating in130+ countries
• Annual Revenues: €15.2 billion (2009)
• Employees: 77,000+
• Employee Nationalities:100+
• R&D Profile:
• Budget: €2.4 billion (2009)
• Active Patents Held: 27,600
• Patents Awarded in 2009: 2,100
• Nobel Prizes Won: 7
• More than 500 experts in ~100 worldwide standards
organizations.
Alcatel-Lucent
4Thursday, October 28, 2010
We are the network
behind your smartphone
5Thursday, October 28, 2010
6Thursday, October 28, 2010
Wireless Telecom
6Thursday, October 28, 2010
Wireless Telecom
Globally Distributed
6Thursday, October 28, 2010
Wireless Telecom
Globally Distributed
Regulated
6Thursday, October 28, 2010
Wireless Telecom
Globally Distributed
Complex
Regulated
6Thursday, October 28, 2010
Wireless Telecom
Globally Distributed
Complex
High Reliability
Regulated
6Thursday, October 28, 2010
Wireless Telecom
Globally Distributed
Complex
High Reliability
Regulated
Non-Uniform
6Thursday, October 28, 2010
The Agile Journey 7Thursday, October 28, 2010
Korean Taxi
Telecom on steroids
8Thursday, October 28, 2010
We became iterative in a Waterfall
World... and it was painful
9Thursday, October 28, 2010
Global Market
We became iterative in a Waterfall
World... and it was painful
9Thursday, October 28, 2010
Global Market
We became iterative in a Waterfall
World... and it was painful
R1 R2 R3
9Thursday, October 28, 2010
Global Market
Korean Market
We became iterative in a Waterfall
World... and it was painful
R1 R2 R3
9Thursday, October 28, 2010
Global Market
Korean Market
We became iterative in a Waterfall
World... and it was painful
R1 R2 R3
R1
R2
R3
9Thursday, October 28, 2010
10Thursday, October 28, 2010
Responsive
10Thursday, October 28, 2010
Responsive
Incremental
10Thursday, October 28, 2010
Responsive
Incremental
Collaborative
10Thursday, October 28, 2010
Responsive
Incremental
Adaptive
Collaborative
10Thursday, October 28, 2010
Agile
Responsive
Incremental
Adaptive
Collaborative
10Thursday, October 28, 2010
The Struggle to Change
11Thursday, October 28, 2010
The Experience
of One Team
12Thursday, October 28, 2010
From Waterfall
to Scrum
13Thursday, October 28, 2010
“There’s NO
WAY this
will work!”
From Waterfall
to Scrum
13Thursday, October 28, 2010
“There’s NO
WAY this
will work!”
“Our first Sprintwas an unmitigateddisaster!”
From Waterfall
to Scrum
13Thursday, October 28, 2010
“There’s NO
WAY this
will work!”
“Our first Sprintwas an unmitigateddisaster!”
“We like it but
this is HARD.”
From Waterfall
to Scrum
13Thursday, October 28, 2010
“There’s NO
WAY this
will work!”
“Our first Sprintwas an unmitigateddisaster!”
“We like it but
this is HARD.”
“Wow, less waste,faster cycle time,more productive andbetter quality!”
From Waterfall
to Scrum
13Thursday, October 28, 2010
Resistance 14Thursday, October 28, 2010
Denial 15Thursday, October 28, 2010
16Thursday, October 28, 2010
“We are too
distributed.”
“Our productsare toocomplex.”
“This will
never work
here.”
“Our
situation is
different.”
16Thursday, October 28, 2010
“We are too
distributed.”
“Our productsare toocomplex.”
“This will
never work
here.”
“We’re
already
Agile!”
“Our
situation is
different.”
16Thursday, October 28, 2010
Anger 17Thursday, October 28, 2010
18Thursday, October 28, 2010
“I want
nothing to
do with
this!”
“Stop
dreaming, we
live in the real
world.”
“Teams can’tmanagethemselves!”
“This won’twork here!”
18Thursday, October 28, 2010
“I want
nothing to
do with
this!”
“...”
“Stop
dreaming, we
live in the real
world.”
“Teams can’tmanagethemselves!”
“This won’twork here!”
18Thursday, October 28, 2010
Bargaining
? !
19Thursday, October 28, 2010
20Thursday, October 28, 2010
“I’ll just Scrum in
my component
team.”
“We’ll justScrum onwaterfall phases.”
“How about a
daily stand-up
twice a week?”
“Scrum is just for
coding, so we (non-
coders) don’t need it.”
“Let’s rename
Project managers
to ScrumMasters.”
20Thursday, October 28, 2010
“I’ll just Scrum in
my component
team.”
“We’ll justScrum onwaterfall phases.”
“How about a
daily stand-up
twice a week?”
“Scrum is just for
coding, so we (non-
coders) don’t need it.”
“Agile is
just an R&D
thing...”
“Let’s rename
Project managers
to ScrumMasters.”
20Thursday, October 28, 2010
Depression
21Thursday, October 28, 2010
22Thursday, October 28, 2010
“I’m exhausted
from trying.” “I just
want to
give up.”
“I miss the oldway.”
“This is
too hard!”
“It’s too much too
fast.”
22Thursday, October 28, 2010
Acceptance
23Thursday, October 28, 2010
24Thursday, October 28, 2010
“Why isn’t
everyone doing
this?”
“I’m havingfun.”
“I feel
focused.”
“I’m a
believer!”
24Thursday, October 28, 2010
“Why isn’t
everyone doing
this?”
“I’m havingfun.”
“I feel
focused.”
“Let me tell youabout Agile...”
“I’m a
believer!”
24Thursday, October 28, 2010
As you journey through the
trajectory of change...
25Thursday, October 28, 2010
Agile Island
26Thursday, October 28, 2010
27Thursday, October 28, 2010
Emotional Blindness
28Thursday, October 28, 2010
Change Models
29Thursday, October 28, 2010
Kubler-Ross Model
Stability
Immobilization /
Shock
Denial
Anger
Bargaining
Depression
Testing
Acceptance
Time
EmotionalResponse
Active
Passive
30Thursday, October 28, 2010
Performance / Action
Old Status Quo
Resistance
Chaos
Integration
New Status Quo
Satir Change Model
Attribution: http://stevenmsmith.com/ar-satir-change-model/
31Thursday, October 28, 2010
Performance / Action
Old Status Quo
Resistance
Chaos
Integration
New Status Quo
Satir Change Model
Attribution: http://stevenmsmith.com/ar-satir-change-model/
Encourage teams to search for
solutions and ideas from outside.
31Thursday, October 28, 2010
Performance / Action
Old Status Quo
Resistance
Chaos
Integration
New Status Quo
Satir Change Model
Attribution: http://stevenmsmith.com/ar-satir-change-model/
Encourage teams to search for
solutions and ideas from outside.
Help people open up, become
aware, and deal with denial,
blame, and depression.
31Thursday, October 28, 2010
Performance / Action
Old Status Quo
Resistance
Chaos
Integration
New Status Quo
Satir Change Model
Attribution: http://stevenmsmith.com/ar-satir-change-model/
Encourage teams to search for
solutions and ideas from outside.
Help people open up, become
aware, and deal with denial,
blame, and depression.
Encourage creation of support systems that
allow people to feel safe. Avoid attempts to short
circuit this stage with silver-bullet solutions.
31Thursday, October 28, 2010
Performance / Action
Old Status Quo
Resistance
Chaos
Integration
New Status Quo
Satir Change Model
Attribution: http://stevenmsmith.com/ar-satir-change-model/
Encourage teams to search for
solutions and ideas from outside.
Help people open up, become
aware, and deal with denial,
blame, and depression.
Encourage creation of support systems that
allow people to feel safe. Avoid attempts to short
circuit this stage with silver-bullet solutions.
Offer reassurance and help
find new methods for
coping with difficulties.
31Thursday, October 28, 2010
Performance / Action
Old Status Quo
Resistance
Chaos
Integration
New Status Quo
Satir Change Model
Attribution: http://stevenmsmith.com/ar-satir-change-model/
Encourage teams to search for
solutions and ideas from outside.
Help people open up, become
aware, and deal with denial,
blame, and depression.
Encourage creation of support systems that
allow people to feel safe. Avoid attempts to short
circuit this stage with silver-bullet solutions.
Offer reassurance and help
find new methods for
coping with difficulties.
Help people feel safe
& champion success.
31Thursday, October 28, 2010
Old
Status Quo Chaos Integration New
Status Quo
Time
Time
Transforming
Idea
Foreign
Element
Foreign
Element
Foreign
Element
Foreign
Element
Foreign
Element
Lack of
transforming
idea
Old Status Quo
Chaos
Integration
New Status Quo
Transforming
IdeaForeign Element
Foreign
Element
Satir Change Model
Attribution: http://www.coyotevalley.com/scm.html
32Thursday, October 28, 2010
Weak Emotion
Strong Emotion
Low Focus High Focus
Dreaming
Torpor
Engagement
Sausage
making
33Thursday, October 28, 2010
Action = f(focus, emotion)
34Thursday, October 28, 2010
35Thursday, October 28, 2010
Change...
35Thursday, October 28, 2010
Change...
Resistance
35Thursday, October 28, 2010
Change...
Resistance
Emotional
35Thursday, October 28, 2010
Change...
Resistance
Emotional
Common Trajectories
35Thursday, October 28, 2010
Change...
Resistance
Emotional
Personal
Common Trajectories
35Thursday, October 28, 2010
Reflections
36Thursday, October 28, 2010
Get a Mentor...Be a Mentor
37Thursday, October 28, 2010
38Thursday, October 28, 2010
Q & A
38Thursday, October 28, 2010

More Related Content

Similar to The Trajectory of Change

Growth and Play at Mozilla (Draft)
Growth and Play at Mozilla (Draft)Growth and Play at Mozilla (Draft)
Growth and Play at Mozilla (Draft)
Zak Greant
 
Poisoning Rubinius: The _why and How
Poisoning Rubinius: The _why and HowPoisoning Rubinius: The _why and How
Poisoning Rubinius: The _why and How
Brian Ford
 
Scrum master
Scrum masterScrum master
Adventures in user-centred Agile
Adventures in user-centred AgileAdventures in user-centred Agile
Adventures in user-centred Agile
Stu Charlton
 
Adventures in User-Centred Agile
Adventures in User-Centred AgileAdventures in User-Centred Agile
Adventures in User-Centred Agile
Jonathan Brace
 
Ultimate Pitch Deck.pptx
Ultimate Pitch Deck.pptxUltimate Pitch Deck.pptx
Ultimate Pitch Deck.pptx
SuyashiPurwar1
 
There is no_spoon
There is no_spoonThere is no_spoon
There is no_spoon
Shintaro Kakutani
 
Agile development using SCRUM
Agile development using SCRUMAgile development using SCRUM
Agile development using SCRUM
Joe Drumgoole
 
The value of 1,000 prototypes
The value of 1,000 prototypesThe value of 1,000 prototypes
The value of 1,000 prototypes
Olivier Ménard
 
Designing With Type :: FontConf 2010
Designing With Type :: FontConf 2010Designing With Type :: FontConf 2010
Designing With Type :: FontConf 2010
Kyle Meyer
 
Top 6 ways developers mess up on User Experience (and how to avoid them) [SF ...
Top 6 ways developers mess up on User Experience (and how to avoid them) [SF ...Top 6 ways developers mess up on User Experience (and how to avoid them) [SF ...
Top 6 ways developers mess up on User Experience (and how to avoid them) [SF ...
Kate Rutter
 
Intuition & Use-Cases of Embeddings in NLP & beyond
Intuition & Use-Cases of Embeddings in NLP & beyondIntuition & Use-Cases of Embeddings in NLP & beyond
Intuition & Use-Cases of Embeddings in NLP & beyond
C4Media
 
Build the right it before you build it right
Build the right it before you build it rightBuild the right it before you build it right
Build the right it before you build it right
riscutiatudor
 
The Evolution of UX
The Evolution of UXThe Evolution of UX
The Evolution of UX
Kieron Leppard
 
Giving Technical Presentations
Giving Technical PresentationsGiving Technical Presentations
Giving Technical Presentations
MikeKSmith
 
IGNITE MySQL - Backups Don't Make Me Money
IGNITE MySQL - Backups Don't Make Me MoneyIGNITE MySQL - Backups Don't Make Me Money
IGNITE MySQL - Backups Don't Make Me Money
sarahnovotny
 
Rapid Prototyping in Mobile – From Paper to Digital
Rapid Prototyping in Mobile – From Paper to DigitalRapid Prototyping in Mobile – From Paper to Digital
Rapid Prototyping in Mobile – From Paper to Digital
UXandRP
 
User Experience and Agile Software Development
User Experience and Agile Software DevelopmentUser Experience and Agile Software Development
User Experience and Agile Software Development
Zee Spencer
 
2013 Products Are Hard - Melbourne! Keynote Address
2013 Products Are Hard - Melbourne! Keynote Address2013 Products Are Hard - Melbourne! Keynote Address
2013 Products Are Hard - Melbourne! Keynote Address
Janice Fraser
 
Design is a Process, not an Artefact - Trisha Gee (MongoDB)
Design is a Process, not an Artefact - Trisha Gee (MongoDB)Design is a Process, not an Artefact - Trisha Gee (MongoDB)
Design is a Process, not an Artefact - Trisha Gee (MongoDB)
jaxLondonConference
 

Similar to The Trajectory of Change (20)

Growth and Play at Mozilla (Draft)
Growth and Play at Mozilla (Draft)Growth and Play at Mozilla (Draft)
Growth and Play at Mozilla (Draft)
 
Poisoning Rubinius: The _why and How
Poisoning Rubinius: The _why and HowPoisoning Rubinius: The _why and How
Poisoning Rubinius: The _why and How
 
Scrum master
Scrum masterScrum master
Scrum master
 
Adventures in user-centred Agile
Adventures in user-centred AgileAdventures in user-centred Agile
Adventures in user-centred Agile
 
Adventures in User-Centred Agile
Adventures in User-Centred AgileAdventures in User-Centred Agile
Adventures in User-Centred Agile
 
Ultimate Pitch Deck.pptx
Ultimate Pitch Deck.pptxUltimate Pitch Deck.pptx
Ultimate Pitch Deck.pptx
 
There is no_spoon
There is no_spoonThere is no_spoon
There is no_spoon
 
Agile development using SCRUM
Agile development using SCRUMAgile development using SCRUM
Agile development using SCRUM
 
The value of 1,000 prototypes
The value of 1,000 prototypesThe value of 1,000 prototypes
The value of 1,000 prototypes
 
Designing With Type :: FontConf 2010
Designing With Type :: FontConf 2010Designing With Type :: FontConf 2010
Designing With Type :: FontConf 2010
 
Top 6 ways developers mess up on User Experience (and how to avoid them) [SF ...
Top 6 ways developers mess up on User Experience (and how to avoid them) [SF ...Top 6 ways developers mess up on User Experience (and how to avoid them) [SF ...
Top 6 ways developers mess up on User Experience (and how to avoid them) [SF ...
 
Intuition & Use-Cases of Embeddings in NLP & beyond
Intuition & Use-Cases of Embeddings in NLP & beyondIntuition & Use-Cases of Embeddings in NLP & beyond
Intuition & Use-Cases of Embeddings in NLP & beyond
 
Build the right it before you build it right
Build the right it before you build it rightBuild the right it before you build it right
Build the right it before you build it right
 
The Evolution of UX
The Evolution of UXThe Evolution of UX
The Evolution of UX
 
Giving Technical Presentations
Giving Technical PresentationsGiving Technical Presentations
Giving Technical Presentations
 
IGNITE MySQL - Backups Don't Make Me Money
IGNITE MySQL - Backups Don't Make Me MoneyIGNITE MySQL - Backups Don't Make Me Money
IGNITE MySQL - Backups Don't Make Me Money
 
Rapid Prototyping in Mobile – From Paper to Digital
Rapid Prototyping in Mobile – From Paper to DigitalRapid Prototyping in Mobile – From Paper to Digital
Rapid Prototyping in Mobile – From Paper to Digital
 
User Experience and Agile Software Development
User Experience and Agile Software DevelopmentUser Experience and Agile Software Development
User Experience and Agile Software Development
 
2013 Products Are Hard - Melbourne! Keynote Address
2013 Products Are Hard - Melbourne! Keynote Address2013 Products Are Hard - Melbourne! Keynote Address
2013 Products Are Hard - Melbourne! Keynote Address
 
Design is a Process, not an Artefact - Trisha Gee (MongoDB)
Design is a Process, not an Artefact - Trisha Gee (MongoDB)Design is a Process, not an Artefact - Trisha Gee (MongoDB)
Design is a Process, not an Artefact - Trisha Gee (MongoDB)
 

Recently uploaded

Removing Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software FuzzingRemoving Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software Fuzzing
Aftab Hussain
 
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
SOFTTECHHUB
 
Mariano G Tinti - Decoding SpaceX
Mariano G Tinti - Decoding SpaceXMariano G Tinti - Decoding SpaceX
Mariano G Tinti - Decoding SpaceX
Mariano Tinti
 
Climate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing DaysClimate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing Days
Kari Kakkonen
 
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
Neo4j
 
How to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For FlutterHow to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For Flutter
Daiki Mogmet Ito
 
Infrastructure Challenges in Scaling RAG with Custom AI models
Infrastructure Challenges in Scaling RAG with Custom AI modelsInfrastructure Challenges in Scaling RAG with Custom AI models
Infrastructure Challenges in Scaling RAG with Custom AI models
Zilliz
 
Microsoft - Power Platform_G.Aspiotis.pdf
Microsoft - Power Platform_G.Aspiotis.pdfMicrosoft - Power Platform_G.Aspiotis.pdf
Microsoft - Power Platform_G.Aspiotis.pdf
Uni Systems S.M.S.A.
 
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
Edge AI and Vision Alliance
 
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfUnlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Malak Abu Hammad
 
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Speck&Tech
 
Pushing the limits of ePRTC: 100ns holdover for 100 days
Pushing the limits of ePRTC: 100ns holdover for 100 daysPushing the limits of ePRTC: 100ns holdover for 100 days
Pushing the limits of ePRTC: 100ns holdover for 100 days
Adtran
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
Zilliz
 
AI 101: An Introduction to the Basics and Impact of Artificial Intelligence
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceAI 101: An Introduction to the Basics and Impact of Artificial Intelligence
AI 101: An Introduction to the Basics and Impact of Artificial Intelligence
IndexBug
 
Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
Alpen-Adria-Universität
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
Matthew Sinclair
 
Mind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AIMind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AI
Kumud Singh
 
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
Neo4j
 
Full-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalizationFull-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalization
Zilliz
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
Tomaz Bratanic
 

Recently uploaded (20)

Removing Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software FuzzingRemoving Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software Fuzzing
 
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
 
Mariano G Tinti - Decoding SpaceX
Mariano G Tinti - Decoding SpaceXMariano G Tinti - Decoding SpaceX
Mariano G Tinti - Decoding SpaceX
 
Climate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing DaysClimate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing Days
 
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
 
How to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For FlutterHow to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For Flutter
 
Infrastructure Challenges in Scaling RAG with Custom AI models
Infrastructure Challenges in Scaling RAG with Custom AI modelsInfrastructure Challenges in Scaling RAG with Custom AI models
Infrastructure Challenges in Scaling RAG with Custom AI models
 
Microsoft - Power Platform_G.Aspiotis.pdf
Microsoft - Power Platform_G.Aspiotis.pdfMicrosoft - Power Platform_G.Aspiotis.pdf
Microsoft - Power Platform_G.Aspiotis.pdf
 
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
 
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfUnlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
 
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
 
Pushing the limits of ePRTC: 100ns holdover for 100 days
Pushing the limits of ePRTC: 100ns holdover for 100 daysPushing the limits of ePRTC: 100ns holdover for 100 days
Pushing the limits of ePRTC: 100ns holdover for 100 days
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
 
AI 101: An Introduction to the Basics and Impact of Artificial Intelligence
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceAI 101: An Introduction to the Basics and Impact of Artificial Intelligence
AI 101: An Introduction to the Basics and Impact of Artificial Intelligence
 
Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
 
Mind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AIMind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AI
 
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
 
Full-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalizationFull-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalization
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
 

The Trajectory of Change