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DEEP VIEW
Business

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.

Author:Adil Waheed
article-image
DEEP VIEW
Business

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.

Author:Adil Waheed
article-image
DEEP VIEW
Business

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.

Author:Adil Waheed
article-image
DEEP VIEW
Business

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.

Author:Adil Waheed
article-image
DEEP VIEW
Business

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.

Author:Adil Waheed

Science

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DEEP VIEW
Science

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.

Author:Adil Waheed
article-image
DEEP VIEW
Science

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.

Author:Adil Waheed
article-image
DEEP VIEW
Science

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.

Author:Adil Waheed
article-image
DEEP VIEW
Science

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.

Author:Adil Waheed
article-image
DEEP VIEW
Science

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.

Author:Adil Waheed

Climate

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DEEP VIEW
Climate

⚙️ 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.

Author:Adil Waheed
article-image
DEEP VIEW
Climate

⚙️ 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.

Author:Adil Waheed
article-image
DEEP VIEW
Climate

⚙️ 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.

Author:Adil Waheed
article-image
DEEP VIEW
Climate

⚙️ 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.

Author:Adil Waheed
article-image
DEEP VIEW
Climate

⚙️ 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.

Author:Adil Waheed

Regulation

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DEEP VIEW
Regulation

⚙️ 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.

Author:Adil Waheed
article-image
DEEP VIEW
Regulation

⚙️ 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.

Author:Adil Waheed
article-image
DEEP VIEW
Regulation

⚙️ 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.

Author:Adil Waheed
article-image
DEEP VIEW
Regulation

⚙️ 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.

Author:Adil Waheed
article-image
DEEP VIEW
Regulation

⚙️ 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.

Author:Adil Waheed

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