WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2024 • Aug 20, 2024 • Session details

The shadows of reasoning – new design paradigms for a gen AI world

Jonas Andrulis

Generative AI merely mimics true understanding, leaving enterprise apps vulnerable to logical traps. Learn a new design paradigm that makes large language models fully transparent and auditable.

Pause
Mute Enter Fullscreen
#1 about 4 min

From crafted algorithms to deep learning and pattern recognition

How computer vision evolved from human-designed filters to deep learning models that independently identify complex patterns.

#2 about 4 min

Evaluating generative AI capabilities and physical reasoning limitations

Why large language models plateau in advanced reasoning and fail to independently comprehend rules governing the physical world.

#3 about 5 min

Testing large language models with classic logic puzzle constraints

Analyzing how language models approach ancient riddles by mixing literal pattern matching with incorrect logic rather than true reasoning.

#4 about 3 min

Investigating board state comprehension through language model chess simulations

Simulating chess matches against language models reveals reliance on recognizable move sequences rather than functional board state comprehension.

#5 about 3 min

Extrapolating complex world rules from sequence data in Othello-GPT

How a model trained solely on sequential gameplay generated an accurate internal embedding of functional board rules.

#6 about 5 min

Visualizing token correlations to track artificial neural knowledge flows

Developing analytical tools that surface positive and negative pattern correlations to make knowledge flows inside models inherently transparent.

#7 about 5 min

Building auditable information workflows and human-in-the-loop verification systems

Designing interactive systems that leverage underlying token weights to detect hallucinations and trace the origin of output knowledge.

Matching moments

3:17 min

Balancing AI regulation with technological innovation in human resources

Rudi Bauer Rudi Bauer +1 · Cappuccino with HR

1:02 min

Defining modern generative artificial intelligence and agent applications

Julián Duque Julián Duque · World Congress 2025

1:34 min

Mitigating the inherent challenges of generative AI tools

Mary Grygleski Mary Grygleski · LIVE

3:04 min

Building trust and transparency into AI interactions

Ekaterina Streltsova Ekaterina Streltsova · Europe 2026 Virtual

2:04 min

Exploring breakthroughs in large generalist machine learning models

Toju Duke · World Congress 2022

10:17 min

Discussion on AI hallucinations and practical developer workflows

Akmal Chaudhri Akmal Chaudhri · LIVE

More from World Congress 2024

Beyond the Hype: Real-World AI Strategies Panel thumbnail
24:07
11 months ago

Beyond the Hype: Real-World AI Strategies Panel

Mike Butcher, Jürgen Müller, Katrin Lehmann, Tobias Regenfuss

Carl Lapierre - Exploring Advanced Patterns in Retrieval-Augmented Generation thumbnail
21:17
almost 2 years ago

Carl Lapierre - Exploring Advanced Patterns in Retrieval-Augmented Generation

Carl Lapierre

Coding an Immersive Copilot using Unity / .NET and Azure OpenAI! thumbnail
31:50
about 2 years ago

Coding an Immersive Copilot using Unity / .NET and Azure OpenAI!

Zaid Zaim

Building a diverse tech company: The power of Diversity, Equity, Inclusion, and Belonging thumbnail
29:43
about 2 years ago

Building a diverse tech company: The power of Diversity, Equity, Inclusion, and Belonging

Sue Quackenbush

Dapr in Practice thumbnail
24:08
about 2 years ago

Dapr in Practice

marcklefter

Minimising the Carbon Footprint of Workloads thumbnail
27:46
about 2 years ago

Minimising the Carbon Footprint of Workloads

Michael Mueller

Upcoming sessions on this topic

Open session

World Congress 2026 North America

September 23, 2026 · 10:00–17:00

Stage 11

Building Stuff with GenAI - The Open Minded Workshop beyond OpenAI

Andreas Erben

CTO for Applied AI and Metaverse at daenet

Andreas Erben
Open session

World Congress 2026 North America

September 24, 2026 · 15:10–15:20

Outdoor Stage

AI That Argues With Itself: Building Self-Debating Systems That Catch Their Own Bugs

Shreya Singhal

AI Applied Scientist at Claritev

Shreya Singhal
Open session

World Congress 2026 North America

September 25, 2026 · 11:40–12:10

Stage 9

You Can’t Re-Run Sunlight: Designing ML Data Architectures for Physical AI

An Phan

Senior Data Infrastructure Engineer @ Hippo Harvest

An Phan
Open session

World Congress 2026 North America

September 24, 2026 · 16:10–16:40

Stage 1

Stop Blaming the Model: The Art and Science of Context Engineering and Architecture

Lena Hall, Thorsten Hans

Lena Hall
Thorsten Hans
Open session

World Congress 2026 North America

September 25, 2026 · 11:40–12:10

Stage 2

Reinventing Testing Practices in the AI Era

Eric Deandrea

Java Champion & Senior Principal Software Engineer at IBM

Eric Deandrea
Open session

World Congress 2026 North America

September 24, 2026 · 16:50–17:20

Stage 6

Who Tests the AI? Building Trustworthy AI Systems at Enterprise Scale

Him Raj Singh

Manager, Software Engineer at PayPal

Him Raj Singh

Related videos

The LLM Evolution: From Sequence Imitation to Verifiable Reasoning thumbnail
27:27
World Congress 2026 Europe • about 2 months ago

The LLM Evolution: From Sequence Imitation to Verifiable Reasoning

Kamen Petroff

AI & Ethics thumbnail
28:27
World Congress 2025 • about 1 year ago

AI & Ethics

PJ Hagerty

AI is dead, long live AK thumbnail
22:08
World Congress 2024 • about 2 years ago

AI is dead, long live AK

Zachary Powell

Make it simple, using generative AI to accelerate learning thumbnail
26:54
World Congress 2024 • about 2 years ago

Make it simple, using generative AI to accelerate learning

Duan Lightfoot

AI-Driven Interfaces: Designing the New Grammar of Interaction thumbnail
36:14
Europe 2026 Virtual • 2 months ago

AI-Driven Interfaces: Designing the New Grammar of Interaction

Markus Nissl

GenAI Security: Navigating the Unseen Iceberg thumbnail
24:33
World Congress 2025 • 11 months ago

GenAI Security: Navigating the Unseen Iceberg

Maish Saidel-Keesing

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.