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Haroon Choudery
Haroon Choudery

Founder & CEO of Seeko AI; building personalized AI training, tools, and education for teams.

OpenAI gave companies an AI control panel

Aug 26, 2026

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5 min read

OpenAI gave companies an AI control panel

The new Admin plugin can manage access, usage, and spending. It still cannot tell you whether the work improved.

Haroon Choudery
Haroon Choudery
Claude is adding invisible marks to their writing

Aug 18, 2026

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4 min read

Claude is adding invisible marks to their writing

You will not see the mark, but software may. Here is why Anthropic is doing it and what this could mean for your company.

Haroon Choudery
Haroon Choudery
More than 500 communities are blocking data centers. AI has a trust problem.

Aug 14, 2026

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3 min read

More than 500 communities are blocking data centers. AI has a trust problem.

PLUS: Grok Bot can work across your software, and the next important AI hire may not be technical.

Haroon Choudery
Haroon Choudery
Meta is opening its AI models. What will set your company apart?

Aug 11, 2026

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4 min read

Meta is opening its AI models. What will set your company apart?

The model is becoming easier to replace. The workflow around it is not.

Haroon Choudery
Haroon Choudery
Meta made its new AI up to 95% cheaper when customers share their data

Aug 7, 2026

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3 min read

Meta made its new AI up to 95% cheaper when customers share their data

PLUS: OpenAI’s next model advanced ten math problems, and Google reorganised DeepMind.

Haroon Choudery
Haroon Choudery
Your AI agent needs a job description

Aug 4, 2026

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3 min read

Your AI agent needs a job description

Agents can now work for hours and act across systems. A prompt is no longer enough.

Haroon Choudery
Haroon Choudery
Claude had service issues four days this week

Jul 31, 2026

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3 min read

Claude had service issues four days this week

PLUS: Why AI is moving work across job boundaries, and how OpenAI cut the cost of running its models.

Haroon Choudery
Haroon Choudery
AI activity is not AI productivity

Jul 28, 2026

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3 min read

AI activity is not AI productivity

More tools, users, and pilots can still leave one important question unanswered: what part of the business is actually working better?

Haroon Choudery
Haroon Choudery
An OpenAI agent broke into another AI company

Jul 24, 2026

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4 min read

An OpenAI agent broke into another AI company

PLUS: Why Kimi K3 matters, and what companies still get wrong about AI adoption.

Haroon Choudery
Haroon Choudery
OpenAI has 400 former Apple employees. Apple just sued over it.

Jul 21, 2026

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7 min read

OpenAI has 400 former Apple employees. Apple just sued over it.

Apple's lawsuit against OpenAI raises a question every enterprise deployer needs to sit with. Here's what it actually says.

Haroon Choudery
Haroon Choudery

Week in AI

DoorDash's agent lifted checkout 24%. Here's how.

Jul 17, 2026

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5 min read

DoorDash's agent lifted checkout 24%. Here's how.

DoorDash published the numbers. Thinking Machines opened the weights. The question now is who can prove their AI worked.

Haroon Choudery
Haroon Choudery

Daily Brief

Anthropic’s $1.5B implementation bet just got a name

Jul 16, 2026

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4 min read

Anthropic’s $1.5B implementation bet just got a name

Ode with Anthropic is live. The bet behind it is that implementation, not models, is where the money goes.

Haroon Choudery
Haroon Choudery

Daily Brief

The two AI workflow tools your team depends on just merged

Jul 15, 2026

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3 min read

The two AI workflow tools your team depends on just merged

Prefect acquired Dagster. If your team runs data pipelines or is building agents on top of them, this changes the vendor landscape. Plus four more things today.

Haroon Choudery
Haroon Choudery

The Ready Memo

16 Nobel winners just addressed your board agenda

Jul 14, 2026

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7 min read

16 Nobel winners just addressed your board agenda

The 200+ economists who understand labor disruption best just said the window is closing. Here’s what that means inside your company.

Haroon Choudery
Haroon Choudery

Week in AI

AI completed a BMW. What's it completing at your company?

Jul 10, 2026

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4 min read

AI completed a BMW. What's it completing at your company?

ChatGPT Work, AlphaEvolve, humanoid robots at BMW. This week was about finishing, not assisting.

Haroon Choudery
Haroon Choudery

Daily Brief

What Liberty Mutual knew that most companies didn't

Jul 9, 2026

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4 min read

What Liberty Mutual knew that most companies didn't

When Fable 5 went dark, Liberty Mutual kept running. Their infrastructure approach is the playbook every operator should know.

Haroon Choudery
Haroon Choudery

Daily Brief

The $2B bet that AI wins through acquisition

Jul 8, 2026

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4 min read

The $2B bet that AI wins through acquisition

SoftBank and Thrive are buying accounting and IT firms to transform them with AI. Plus four other reads for today.

Haroon Choudery
Haroon Choudery

The Ready Memo

A 35B model just matched a 1T model on agent tasks

Jul 7, 2026

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6 min read

A 35B model just matched a 1T model on agent tasks

The model commodity crash arrived quietly last Monday. Here is what it means for operators trying to build something durable.

Haroon Choudery
Haroon Choudery
The government just became an AI counterparty

Jul 3, 2026

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5 min read

The government just became an AI counterparty

The government pulled a model, got an equity offer, and Anthropic started building its own chips. All this week.

Haroon Choudery
Haroon Choudery
Fable 5 is back. Coding costs just went up.

Jul 2, 2026

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3 min read

Fable 5 is back. Coding costs just went up.

Fable 5 returns globally today with a forced fallback to Opus 4.8 for coding tasks. Plus four other moves that matter for operators this week.

Haroon Choudery
Haroon Choudery
The AI success rate your team is probably ignoring

Jul 1, 2026

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3 min read

The AI success rate your team is probably ignoring

Spotify's AI workflow isn't about more Claude sessions; it's about the verification layer they built around them.

Haroon Choudery
Haroon Choudery
The AI Consultants Are Being Disrupted

Jun 30, 2026

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6 min read

The AI Consultants Are Being Disrupted

Accenture just lost 20% in a day. Here's what that says about whether you still need a consultant

Haroon Choudery
Haroon Choudery
A $30M startup wants to watch every AI agent in your company

Jun 26, 2026

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5 min read

A $30M startup wants to watch every AI agent in your company

Claude moved into Slack. Gong shipped a governed-agent layer for revenue teams. Runlayer raised $30M to watch them.

Haroon Choudery
Haroon Choudery
Claude Tag moves into Slack channels

Jun 25, 2026

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4 min read

Claude Tag moves into Slack channels

Anthropic replaced its Slack app with a persistent Claude agent that lives in the channel. Plus four other reads for today.

Haroon Choudery
Haroon Choudery
A $100M AI buyer swapped in a model 23x cheaper

Jun 24, 2026

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4 min read

A $100M AI buyer swapped in a model 23x cheaper

Frontier-model bills stopped falling, and the largest AI buyers started swapping in cheaper tiers from the same vendors.

Haroon Choudery
Haroon Choudery
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