Recently I shared tips I learned writing for and editing the President's Daily Brief, with Star Wars examples. People seemed to appreciate them, so everyone loves a sequel, right?

🧵

1/n

First, here's the original 101 list.

To give proper credit, this is based on training every CIA analyst gets, and on guidance from many, many former mentors and colleagues. It’s similar to journalism, and I use a version in tech policy.

https://t.co/S6TFHqD0pT

2/n
Now here's my 201 list, which will be illustrated with a broader universe of sci fi examples:

6. Write for your customer
7. Use precise language
8. Support your argument
9. Opportunities, recommendations, and predictions

3/n
6. Write for your customer

Write what THEY need to know, not what YOU want to say.

This means you have to:
- Know who you’re writing for
- Know their priorities
- Know what they know
- Time your work smartly

4/n
Say you’re writing about new blasters on TIE fighters for Admiral Ackbar.

- Does he need to know these details, or is one of his commanders a better customer?
- Say Ackbar does need to know, but he's busy trying to destroy the new Death Star. Maybe wait and write later...

5/n
What if you’ve got the right customer, but they don’t want to hear your message?

This does NOT mean you avoid telling “truth to power”. But you might have to get creative.

6/n
For example, the senior officers couldn’t convince Captain Picard to blow up the Enterprise-E, to ensure the Borg wouldn’t stop first contact.

But Lily Sloane got through to him with a well-timed Moby Dick reference.

7/n
7. Use precise language

Say exactly what you mean. This is really hard to do while also following tip 2 (be simple and format clearly).

8/n
GOOD: “The Cylons can pass as human and are spying on us via relationships with unspecified senior government officials.”

NOT GOOD: “The Cylons have spies among us.” It’s missing something…

9/n
8. Support your argument

After you put your “bottom line up front” (see tip 1), don’t forget to include specific sub-arguments and evidence. No one’s going to just take your word for it.

10/n
Do this in an “inverted pyramid”.

It’s called an “inverted pyramid”
because the broadest point
is at the top, and the
supporting points
are below

https://t.co/qT0W3ESwdZ

11/n
Bottom line: “What you think is reality is actually an illusion, a Matrix constructed by machines to distract your brain and turn humans into little more than batteries.”

Who’s going to believe that?

12/n
So add some supporting evidence:

- “Remember when that agent made your mouth disappear?”
- “You saw that black cat twice? Deja vu is a glitch in the Matrix.”

13/n
Also address contradicting evidence, to make sure your argument is sound:

- “Agent Smith is lying to you, and you’ll see for yourself if you take the red pill.”

14/n
9. Opportunities, recommendations, and making predictions useful

There’re some big differences between intelligence “opportunities” and policy “recommendations.” Also, predictions can be useful without being right.

But I'm tired so will save this for another time.

/END

More from All

Master Thread of all my threads!

Hello!! 👋

• I have curated some of the best tweets from the best traders we know of.

• Making one master thread and will keep posting all my threads under this.

• Go through this for super learning/value totally free of cost! 😃

1. 7 FREE OPTION TRADING COURSES FOR


2. THE ABSOLUTE BEST 15 SCANNERS EXPERTS ARE USING

Got these scanners from the following accounts:

1. @Pathik_Trader
2. @sanjufunda
3. @sanstocktrader
4. @SouravSenguptaI
5. @Rishikesh_ADX


3. 12 TRADING SETUPS which experts are using.

These setups I found from the following 4 accounts:

1. @Pathik_Trader
2. @sourabhsiso19
3. @ITRADE191
4.


4. Curated tweets on HOW TO SELL STRADDLES.

Everything covered in this thread.
1. Management
2. How to initiate
3. When to exit straddles
4. Examples
5. Videos on
How can we use language supervision to learn better visual representations for robotics?

Introducing Voltron: Language-Driven Representation Learning for Robotics!

Paper: https://t.co/gIsRPtSjKz
Models: https://t.co/NOB3cpATYG
Evaluation: https://t.co/aOzQu95J8z

🧵👇(1 / 12)


Videos of humans performing everyday tasks (Something-Something-v2, Ego4D) offer a rich and diverse resource for learning representations for robotic manipulation.

Yet, an underused part of these datasets are the rich, natural language annotations accompanying each video. (2/12)

The Voltron framework offers a simple way to use language supervision to shape representation learning, building off of prior work in representations for robotics like MVP (
https://t.co/Pb0mk9hb4i) and R3M (https://t.co/o2Fkc3fP0e).

The secret is *balance* (3/12)

Starting with a masked autoencoder over frames from these video clips, make a choice:

1) Condition on language and improve our ability to reconstruct the scene.

2) Generate language given the visual representation and improve our ability to describe what's happening. (4/12)

By trading off *conditioning* and *generation* we show that we can learn 1) better representations than prior methods, and 2) explicitly shape the balance of low and high-level features captured.

Why is the ability to shape this balance important? (5/12)

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॥ॐ॥
अस्य श्री गायत्री ध्यान श्लोक:
(gAyatri dhyAna shlOka)
• This shloka to meditate personified form of वेदमाता गायत्री was given by Bhagwaan Brahma to Sage yAgnavalkya (याज्ञवल्क्य).

• 14th shloka of गायत्री कवचम् which is taken from वशिष्ठ संहिता, goes as follows..


• मुक्ता-विद्रुम-हेम-नील धवलच्छायैर्मुखस्त्रीक्षणै:।
muktA vidruma hEma nIla dhavalachhAyaiH mukhaistrlkShaNaiH.

• युक्तामिन्दुकला-निबद्धमुकुटां तत्वार्थवर्णात्मिकाम्॥
yuktAmindukalA nibaddha makutAm tatvArtha varNAtmikam.

• गायत्रीं वरदाभयाङ्कुश कशां शुभ्रं कपालं गदाम्।
gAyatrIm vardAbhayANkusha kashAm shubhram kapAlam gadAm.

• शंखं चक्रमथारविन्दयुगलं हस्तैर्वहन्ती भजै॥
shankham chakramathArvinda yugalam hastairvahantIm bhajE.

This shloka describes the form of वेदमाता गायत्री.

• It says, "She has five faces which shine with the colours of a Pearl 'मुक्ता', Coral 'विद्रुम', Gold 'हेम्', Sapphire 'नील्', & a Diamond 'धवलम्'.

• These five faces are symbolic of the five primordial elements called पञ्चमहाभूत:' which makes up the entire existence.

• These are the elements of SPACE, FIRE, WIND, EARTH & WATER.

• All these five faces shine with three eyes 'त्रिक्षणै:'.