Cassie Kozyrkov
@decisionleader.bsky.social
CEO, AI Advisor, Keynote Speaker, fmr Chief Decision Scientist at Google
Newsletter: decision.substack.com
Newsletter: decision.substack.com
If you'd like to go deeper and/or see my take on 18 AI news headlines from the week, dive into my newsletter (bit.ly/quaesita_chi...). A subscription there will make my day. :)
Chimeric Talent: The Workforce AI Is Quietly Creating
Leading when your employees become role shapeshifters
bit.ly
November 8, 2025 at 11:35 AM
If you'd like to go deeper and/or see my take on 18 AI news headlines from the week, dive into my newsletter (bit.ly/quaesita_chi...). A subscription there will make my day. :)
Skills you can rent.
Context you have to grow.
Trust you must earn.
If this resonates with you, a comment or a reshare makes my world go around.
#chimerictalent #ai #futureofwork
Context you have to grow.
Trust you must earn.
If this resonates with you, a comment or a reshare makes my world go around.
#chimerictalent #ai #futureofwork
Chimeric Talent: The Workforce AI Is Quietly Creating
Leading when your employees become role shapeshifters
bit.ly
November 8, 2025 at 11:35 AM
Skills you can rent.
Context you have to grow.
Trust you must earn.
If this resonates with you, a comment or a reshare makes my world go around.
#chimerictalent #ai #futureofwork
Context you have to grow.
Trust you must earn.
If this resonates with you, a comment or a reshare makes my world go around.
#chimerictalent #ai #futureofwork
So leadership must evolve too. Managing chimeric talent isn’t about checking output — it’s about calibrating trust.
The future advantage won’t come from having the most AI tools.
It’ll come from knowing who to trust to wield them wisely.
The future advantage won’t come from having the most AI tools.
It’ll come from knowing who to trust to wield them wisely.
Chimeric Talent: The Workforce AI Is Quietly Creating
Leading when your employees become role shapeshifters
bit.ly
November 8, 2025 at 11:35 AM
So leadership must evolve too. Managing chimeric talent isn’t about checking output — it’s about calibrating trust.
The future advantage won’t come from having the most AI tools.
It’ll come from knowing who to trust to wield them wisely.
The future advantage won’t come from having the most AI tools.
It’ll come from knowing who to trust to wield them wisely.
🔹 AI can give anyone the skills.
🔹 Only experience gives the judgment to use them well.
🔹 A new hire can generate the perfect analysis — and still miss the business reality behind it.
🔹 They don’t yet know the unwritten rules, the hidden dependencies, the ghosts of past decisions.
🔹 Only experience gives the judgment to use them well.
🔹 A new hire can generate the perfect analysis — and still miss the business reality behind it.
🔹 They don’t yet know the unwritten rules, the hidden dependencies, the ghosts of past decisions.
Chimeric Talent: The Workforce AI Is Quietly Creating
Leading when your employees become role shapeshifters
bit.ly
November 8, 2025 at 11:35 AM
🔹 AI can give anyone the skills.
🔹 Only experience gives the judgment to use them well.
🔹 A new hire can generate the perfect analysis — and still miss the business reality behind it.
🔹 They don’t yet know the unwritten rules, the hidden dependencies, the ghosts of past decisions.
🔹 Only experience gives the judgment to use them well.
🔹 A new hire can generate the perfect analysis — and still miss the business reality behind it.
🔹 They don’t yet know the unwritten rules, the hidden dependencies, the ghosts of past decisions.
Retention gets harder. When talent can outgrow roles in weeks, titles and pay bands become brittle.
But there’s a deeper shift most leaders are missing:
👉 Skills are abundant. Context is scarce.
But there’s a deeper shift most leaders are missing:
👉 Skills are abundant. Context is scarce.
Chimeric Talent: The Workforce AI Is Quietly Creating
Leading when your employees become role shapeshifters
bit.ly
November 8, 2025 at 11:35 AM
Retention gets harder. When talent can outgrow roles in weeks, titles and pay bands become brittle.
But there’s a deeper shift most leaders are missing:
👉 Skills are abundant. Context is scarce.
But there’s a deeper shift most leaders are missing:
👉 Skills are abundant. Context is scarce.
What used to take years of reskilling now happens mid-task.
That changes everything:
🔻 Time-to-competence collapses. Expertise forms in hours, not months.
🔻 Job architectures break. If skills can be borrowed instantly, what does a “career ladder” even mean?
That changes everything:
🔻 Time-to-competence collapses. Expertise forms in hours, not months.
🔻 Job architectures break. If skills can be borrowed instantly, what does a “career ladder” even mean?
Chimeric Talent: The Workforce AI Is Quietly Creating
Leading when your employees become role shapeshifters
bit.ly
November 8, 2025 at 11:35 AM
What used to take years of reskilling now happens mid-task.
That changes everything:
🔻 Time-to-competence collapses. Expertise forms in hours, not months.
🔻 Job architectures break. If skills can be borrowed instantly, what does a “career ladder” even mean?
That changes everything:
🔻 Time-to-competence collapses. Expertise forms in hours, not months.
🔻 Job architectures break. If skills can be borrowed instantly, what does a “career ladder” even mean?
Read more in my newsletter here: bit.ly/quaesita_the...
If you found these #AI #news updates #useful, words of affirmation are my love language. :) As are reposts! ♻️ And don't forget to subscribe to stay human in the age of automation!
If you found these #AI #news updates #useful, words of affirmation are my love language. :) As are reposts! ♻️ And don't forget to subscribe to stay human in the age of automation!
Over A Million People Are Discussing Suicide with ChatGPT
The FDA decision and the dangers of using AI as your therapist and confessor
bit.ly
November 6, 2025 at 2:55 PM
Read more in my newsletter here: bit.ly/quaesita_the...
If you found these #AI #news updates #useful, words of affirmation are my love language. :) As are reposts! ♻️ And don't forget to subscribe to stay human in the age of automation!
If you found these #AI #news updates #useful, words of affirmation are my love language. :) As are reposts! ♻️ And don't forget to subscribe to stay human in the age of automation!
🎤 9 AI artist Xania Monet debuts at #30 a Billboard radio chart
Decision Intelligence | Cassie Kozyrkov | Substack
Data-driven decision-making, plus a dash of humor. Click to read Decision Intelligence, by Cassie Kozyrkov, a Substack publication with tens of thousands of subscribers.
decision.substack.com
November 6, 2025 at 2:55 PM
🎤 9 AI artist Xania Monet debuts at #30 a Billboard radio chart
🗞️ 8 Wharton: Gen AI Has Officially Gone Mainstream in Business
Decision Intelligence | Cassie Kozyrkov | Substack
Data-driven decision-making, plus a dash of humor. Click to read Decision Intelligence, by Cassie Kozyrkov, a Substack publication with tens of thousands of subscribers.
decision.substack.com
November 6, 2025 at 2:55 PM
🗞️ 8 Wharton: Gen AI Has Officially Gone Mainstream in Business
🗞️ 7 Google AI debuts “Supervised Reinforcement Learning” for small models
Decision Intelligence | Cassie Kozyrkov | Substack
Data-driven decision-making, plus a dash of humor. Click to read Decision Intelligence, by Cassie Kozyrkov, a Substack publication with tens of thousands of subscribers.
decision.substack.com
November 6, 2025 at 2:55 PM
🗞️ 7 Google AI debuts “Supervised Reinforcement Learning” for small models
🗞️ 6 Scale AI unveils benchmark to measure how much work AI can really do
Decision Intelligence | Cassie Kozyrkov | Substack
Data-driven decision-making, plus a dash of humor. Click to read Decision Intelligence, by Cassie Kozyrkov, a Substack publication with tens of thousands of subscribers.
decision.substack.com
November 6, 2025 at 2:55 PM
🗞️ 6 Scale AI unveils benchmark to measure how much work AI can really do
🗞️ 5 OpenAI unveils Aardvark, an AI-powered security researcher
Decision Intelligence | Cassie Kozyrkov | Substack
Data-driven decision-making, plus a dash of humor. Click to read Decision Intelligence, by Cassie Kozyrkov, a Substack publication with tens of thousands of subscribers.
decision.substack.com
November 6, 2025 at 2:55 PM
🗞️ 5 OpenAI unveils Aardvark, an AI-powered security researcher
🗞️ 4 $20K home robot isn’t as autonomous as it looks
Decision Intelligence | Cassie Kozyrkov | Substack
Data-driven decision-making, plus a dash of humor. Click to read Decision Intelligence, by Cassie Kozyrkov, a Substack publication with tens of thousands of subscribers.
decision.substack.com
November 6, 2025 at 2:55 PM
🗞️ 4 $20K home robot isn’t as autonomous as it looks
🗞️ 3 AI is 50% more sycophantic than people
Decision Intelligence | Cassie Kozyrkov | Substack
Data-driven decision-making, plus a dash of humor. Click to read Decision Intelligence, by Cassie Kozyrkov, a Substack publication with tens of thousands of subscribers.
decision.substack.com
November 6, 2025 at 2:55 PM
🗞️ 3 AI is 50% more sycophantic than people
🗞️ 2 AI anxiety drains employee motivation
Decision Intelligence | Cassie Kozyrkov | Substack
Data-driven decision-making, plus a dash of humor. Click to read Decision Intelligence, by Cassie Kozyrkov, a Substack publication with tens of thousands of subscribers.
decision.substack.com
November 6, 2025 at 2:55 PM
🗞️ 2 AI anxiety drains employee motivation
If you found this useful, a repost makes my heart happy. 💌 And a subscription to my newsletter makes my day: decision.substack.com (link in bio)
(Or share this with the smartest person you know.)
(Or share this with the smartest person you know.)
Decision Intelligence | Cassie Kozyrkov | Substack
Data-driven decision-making, plus a dash of humor. Click to read Decision Intelligence, by Cassie Kozyrkov, a Substack publication with tens of thousands of subscribers.
decision.substack.com
November 5, 2025 at 10:57 PM
If you found this useful, a repost makes my heart happy. 💌 And a subscription to my newsletter makes my day: decision.substack.com (link in bio)
(Or share this with the smartest person you know.)
(Or share this with the smartest person you know.)
In this week's edition of my newsletter, let’s talk about robo-therapy. Everything from the pros and cons to the FDA's decision about whether to allow GenAI for mental health.
👉 bit.ly/quaesita_therapist
What are your thoughts? Would you want #AI therapy to be legalized?
#AItherapy #mentalhealth
👉 bit.ly/quaesita_therapist
What are your thoughts? Would you want #AI therapy to be legalized?
#AItherapy #mentalhealth
Over A Million People Are Discussing Suicide with ChatGPT
The FDA decision and the dangers of using AI as your therapist and confessor
bit.ly
November 5, 2025 at 10:57 PM
In this week's edition of my newsletter, let’s talk about robo-therapy. Everything from the pros and cons to the FDA's decision about whether to allow GenAI for mental health.
👉 bit.ly/quaesita_therapist
What are your thoughts? Would you want #AI therapy to be legalized?
#AItherapy #mentalhealth
👉 bit.ly/quaesita_therapist
What are your thoughts? Would you want #AI therapy to be legalized?
#AItherapy #mentalhealth
These are both big numbers, all things considered.
Is ChatGPT a dangerous substitute for genuine human connection and professional help with a 9% failure rate (roughly 108,000 people per week), or is it a valuable and uniquely accessible first line of support for those in distress?
Is ChatGPT a dangerous substitute for genuine human connection and professional help with a 9% failure rate (roughly 108,000 people per week), or is it a valuable and uniquely accessible first line of support for those in distress?
Over A Million People Are Discussing Suicide with ChatGPT
The FDA decision and the dangers of using AI as your therapist and confessor
bit.ly
November 5, 2025 at 10:57 PM
These are both big numbers, all things considered.
Is ChatGPT a dangerous substitute for genuine human connection and professional help with a 9% failure rate (roughly 108,000 people per week), or is it a valuable and uniquely accessible first line of support for those in distress?
Is ChatGPT a dangerous substitute for genuine human connection and professional help with a 9% failure rate (roughly 108,000 people per week), or is it a valuable and uniquely accessible first line of support for those in distress?
Don't forget to tell me if one of these headlines is more interesting to you than the others so I know what to look for to bring you more tasty things next week. If you found any of these #ai #news updates #useful, words of affirmation are my love language. :) As are ♻️ reposts!
Decision-Making with ChatGPT by Cassie Kozyrkov on Maven
Make better decisions in the Age of AI. Turn ChatGPT into your strategic thinking partner.
bit.ly
October 23, 2025 at 2:02 PM
2) Commit to being a champion of the course to take $300 off. Before the course, that means helping the course find its way to at least 5 people who you think would benefit from it. After the course, it means putting the effort in to leaving an honest review on social media. Code: CHAMPIONS
Decision-Making with ChatGPT by Cassie Kozyrkov on Maven
Make better decisions in the Age of AI. Turn ChatGPT into your strategic thinking partner.
bit.ly
October 23, 2025 at 2:02 PM
2) Commit to being a champion of the course to take $300 off. Before the course, that means helping the course find its way to at least 5 people who you think would benefit from it. After the course, it means putting the effort in to leaving an honest review on social media. Code: CHAMPIONS