Articles

Deep Sea Exploration Reveals Dozens of Previously Unknown Species
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

CRISPR Gene Editing Successfully Reverses Genetic Disorder in Mice
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

Quantum Computing Breakthrough Promises Faster Data Processing
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

Scientists Develop Self-Healing Material Inspired by Human Skin
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

New Evidence Suggests Water Once Flowed on Ancient Mars
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

Rare Blue Whale Sighting Stuns Scientists Off Pacific Coast
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

AI Startup Raises $200M to Revolutionize Customer Service
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

Massive Solar Storm Expected to Hit Earth This Weekend
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

Breakthrough in Cancer Research Offers New Hope for Patients
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

Global Markets Rally Amid Optimism Over Tech Earnings
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ Unlock your AI advantage with specialized agents
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ Unlock your AI advantage with specialized agents
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ OpenAI is fed up with Musk; files countersuit
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ OpenAI is fed up with Musk; files countersuit
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ Report: How AI will shape the future of energy
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ Report: How AI will shape the future of energy
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ Radical compression and the road to on-device adoption
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ Radical compression and the road to on-device adoption
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ Meta developed new techniques to train Llama 4. The difference is minimal
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ Meta developed new techniques to train Llama 4. The difference is minimal
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ UN says countries must take measures to prevent global AI inequality
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ What Trump’s tariffs mean for AI

⚙️ What Trump’s tariffs mean for AI

⚙️ LLMs, The Imitation Game and the complex history of the Turing Test1
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ CoreWeave picked a bad time to IPO
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.

⚙️ CoreWeave picked a bad time to IPO

⚙️ Break language barriers and thrive in global markets
Good morning. Lots going on today, so I hope you’ve had your coffee.
The first piece of federal AI legislation in the U.S. is on the verge of becoming law, and — rather like the field it aims to regulate — it’s complicated as hell.
Duolingo, meanwhile, has identified the next platform shift. They think. They’re pretty sure. (But can you be right on platform shifts twice?)
— Ian Krietzberg, Editor-in-Chief, The Deep View
In today’s newsletter:
🎙️ Podcast: The foundations of AI
🏛️ The first piece of US AI legislation hits Trump’s desk – it’s anything but clear-cut
📱 Fuzzy narratives and platform shifts: Duolingo goes ‘AI-first’
🎙️ Podcast: The foundations of AI On the latest episode of The Deep View: Conversations, I sat down with Dr. Aaron Andalman, the Chief Science Officer of Cognitiv, to unpack the vast, fascinating world of neuroscience, the biological origins of AI and the impact both fields have already had on each other.
In our new research-backed report, we break down what’s driving the 2025 Revenue Execution Crisis and what leading GTM teams are doing to fix it.
We analyzed the most pressing problems that surfaced across hundreds of conversations with sales, customer success, and RevOps leaders. The root causes?
Disconnected systems
Lost customer signals
Manual, reactive workflows that kill velocity
But this report doesn’t stop at diagnosis.
📊 Inside, you’ll find:
✅ The 3 execution gaps draining your revenue engine
✅ Real-world benchmarks from top-performing GTM teams
✅ The framework for Revenue Orchestration, built on:
Workflow Automation and AI Agents
Signal Structuring
AI-Driven Execution
✅ Practical guidance for turning insights into impact, fast
This is the moment to move from reactive intelligence to proactive orchestration.
