td thoughts on ai, philosophy, books & entrepreneurship

Brain calories

26 Jan 2026 — SYSTEMS

Not all hours are equal. An hour reading and an hour of youtube shorts both cost 60min, but one leaves you sharper and the other hollow.

I’ve made a simple table that helps me score activities.

I kept it broad on purpose. Some of the the activity categories are: books, podcasts, youtube, etc. Of course it’s possible to rate a more specific activity: taking a walk through a forest while listening to a podcast, or taking a walk while speaking on the phone, going to the gym while watching Shrek…

Parameters are also very broad, therefore the table will most likely grow and change. Nonetheless, it’s valuable to see what activates contribute to your life. Also, you will notice what just makes you feel productive and what actual does.

You can add parameters. Remove ones that don’t matter. Add activates. Make it yours. 

The common rules are:

If it’s easy to reach, hard to stop, and leaves you empty - it’s taking from you.

If it’s hard to start, easy to stop, and leaves you full - it’s giving to you.

If it’s hard to find, hard to stop, and leaves you full - that’s flow.

Addiction is hard to stop because it’s pulling you. Flow is hard to stop because you’re pushing.

Parameter

What it means

Books

Podcasts

YouTube

Short-form

Conversations

Writing

Gym

Speed

How fast info comes at you

Slow

Medium to fast

Fast

Instant

Real-time

You control

N/A

Density

How much substance per minute

Mostly high

Mostly medium

Low

Minimal

High

You create it

N/A

Effort

How hard you have to focus

High

Low

Low

None

High

Very high

Medium

Retention

How much you remember tomorrow

High

Medium

Low

Almost none

High

Very high

N/A

Half-life

How long until it’s useless to you

Years

Days

Hours

Minutes

Years

Permanent

N/A

Distraction cascade

Does it lead you somewhere worse?

No

Rarely

Often

Always

No

No

No

Escape difficulty

How hard to stop once you start

Easy

Easy

Hard

Very hard

Easy

Easy

Medium

Regret after 1 hour

How you feel when you look back

None

Low

Medium

High

None

None

None

Illusion of learning

Feels productive but isn’t

Low

Medium

Very high

N/A

Low

None

N/A

Loneliness factor

What it does to your social soul

Neutral

Isolating

Isolating

Very isolating

Connecting

Neutral

Neutral

Skill building

Are you getting better at anything?

Yes

Passive

Sometimes

No

Yes

Very high

Yes

Action trigger

Does it make you DO something?

Often

Sometimes

Rarely

Never

Often

It IS action

It IS action

Fun

How entertaining is it?

Medium

Medium

Very high

Very high

High

Mostly low

Medium

Total value

10/10

6/10

4/10

0/10

8/10

10/10

8/10

filed under #focus#deep work
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