The promise of mind reading techniques whether it is a former FBI analyst or one of Paul Ekman's microexpression reading human lie detectors. I become aware of this cottage industry during every trial-by-media where suspicion piles upon someone not yet charged with murder.

I have to admit I am skeptical that anyone has such an amazing power to see through the facade of a stranger and with a greater-than-chance determine if they are telling the truth or not. Doubly so because I am someone who is constantly misinterpreted, I have to manage my gestures and facial expressions because my confusion is often misread as disagreement; my approval for disapproval; even a simple statement like "I'm not hungry right now" is wrongly generalized as not liking the particular cuisine... and not that I just don't want to eat anything right at this moment.

However if placed under the microscope by one of these former FBI body language experts would I feel a intense sense of validation ? Would I exclaim "yes, I feel seen, heard... you get me!"?

I have no  doubt some people are more perceptive about emotional nuances than others: film and theatre actors who are trained to observe and mimic, people who have grown up in abusive or emotionally unstable households and are hyper sensitive to small changes in the mood of others (which of course may make them prone to more 'false positives' and paranoia), and of course mentalists like cold readers and palmists. 

However being more emotionally perceptive doesn't necessarily mean you can tell if someone is lying - or a particular statement is false, especially if that person is especially good at telling the truth, or like me - their natural body language and expression doesn't express what you'd expect.

What I have greater faith in is that given even a small but emblematic example of a person's extemporaneous speech you could derive an accurate personality and world-view portrait of them. In the same way that an accent can help you pinpoint the geographical and economic origin of a person (think of comedies like The Nanny that play up on this convention). Harry Shearer once explained that to play Richard Nixon he channeled Jack Benny - believing that Nixon's persona and particularly his way of telling jokes was consciously or unconsciously modelled on that of Benny. Likewise Vladimir Putin's distinctive gait has been attributed to a prenatal stroke, or that his subordinates including Dmitry Medvedev have "copied the boss", the more persuasive explanation is that they all picked up the habit from watching Soviet Spy films as youngsters and wanting to emulate the hero. 

The kinds of films, television, and role models, books, music and lyrics that someone has absorbed would also influence or at least be indicative of their world view. Given enough of these tells, while I am not sure that you could tell if someone is or isn't a murderer, you could certainly gain a accurate insight into their worldview, the mental models they have about the world, what they value, what their ethics system is like etc. etc. 

How much information can you extract about a person from a written transcript that they aren't aware they are sharing is probably startling, but rarely or predictably "he's a murderer" level.

Examples of how not to write a paragraph are surprisingly rare

Epistemic Status: one person's attempt to find counter-examples blew apart their own ( subjective) expectations

I try to assemble as many examples of how not to do something as 'gold standard' or best practice examples of how the same task should be done. The principle is similar to what Plutarch wrote: Medicine to produce health must examine disease, and music to create harmony must investigate discord. 

However when I tried to examine how not to write, in particular examples of poorly written paragraphs -- I was surprised by how rare they were. There are a great many okay paragraphs on the internet and in books, but very few that were so unclear or confusing that they were examples of 'bad' paragraphs. 

In my categorization paragraphs can be great - okay - bad.

Okay paragraphs are the most numerous, they observe the rule of thumb - keep one idea to one paragraph. To be an 'okay' paragraph and rise above 'bad' all a paragraph needs to do is to successfully convey at least one idea. Most paragraphs I found do that.

What elevates great paragraphs above okay paragraphs is they do an especially excellent job of conveying at least one idea. There are many qualities they may exhibit, including persuasiveness, the appearance of insight, brevity and simplicity in conveying an otherwise impenetrable or 'hard to grasp' idea.

In some isolated cases a great paragraph may actually clearly and convincingly communicate disinformation or a falsehood. I believe there is much more to learn about the forms paragraphs take from a paragraph that conveys a falsehood convincingly than a paragraph that clearly conveys what is generally accepted as true. 

What was surprising is how hard it is to find examples that invert the principle - a paragraph that is intended to convey an idea that is truthful but is hard to understand would be a bad paragraph in my categorization. Yet, despite actively looking for examples of 'bad paragraphs' I struggled to find some that were truly confusing or hopeless at conveying one single idea. This experience is especially surprising to me because it challenges a few assumptions or expectations that I had:

1. Assumption 1  - people who have mistaken or fringey beliefs are disproportionately incapable of expressing those beliefs in a clear and intelligible form. I expected that looking for the least popular comments on Reddit, I would find many stream of consciousness rants that failed to convey ideas. This was far less common than rants that at least conveyed intent and meaning intelligibly.
2. Assumption 2 - that as a whole, people need to learn to communicate better. I must reconsider, it appears on the transmission side, they already communicate better than I expected (counter-counterpoint: 1% rule)
3. Assumption 3 - the adage that good writing = good thinking. Perhaps not, it would seem that you can write clearly enough to be understood yet that doesn't mean your underlying arguments are strong or your thinking is more 'intelligent'.
4. Assumption 4 - That I'm a merely a below average communicator. It appears that if everyone is better than I expected, than I'm much further below average than I expected.

I have no take-out or conclusion on this highly subjective observation, hence why it is a quick-take and not a post. But I will add my current speculation:

My current theory for why is "I wasn't looking in the right places". For example, I ignored much academic or research literature because the ability of the writers to convey an idea is often difficult to assess without relevant domain knowledge as they are seldom made for popular consumption. Likewise I'm sure there's many tea-spilling image boards where more stream-of-consciousness rants of greater impenetrability might be found.

My second theory is pareidolia: perhaps I highly overrate my comprehension and reading skills because I'm a 'lazy reader' who fills in intention and meaning that is not there?

Why don't LLM's ask clarifying questions?

Caveat: I know little to nothing about the architecture of such things, please take this as naive user feedback if you wish, or you could ignore it.

Just now I was asking the Meta AI chatbot how to do an 'L-Cut' using the Android Instagram app. It hallucinated for quite a few messages instructions how to 'overlap' two video tracks when editing a reel before it finally admitted that no such ability in fact exists in the Instagram App.

My grossly negligent mistake was assuming that a AI LLM with Meta Branding would have current or accurate knowledge of Meta properties and products. 

However, imagine that there are two versions of the Instagram App, one that has this feature and one that doesn't - why didn't it ask "Just to check, what kind of phone are you using?" (which, also, would allay fears of 'spying' and invasion of privacy) and then, and only then give me advice or apologetically inform me that such a feature is not available. (In other branded/commercial chatbots, wouldn't this be an opportunity for an up-sell?^[1])

Maybe I'm not prompting LLMs in the right way, but they almost never ask me questions. And certainly never clarification questions. They make an assumption, and produce a slab of text with a boilerplate "let me know if this helps?" tacked on the end. I assume this is a conscious choice and not a limitation of the technology.
To test my observation I entered the same prompt into three different LLMs:

I just asked Claude Haiku 3 "When was Rosberg's first Grand Prix?" to see if it assumes I mean Keke Rosberg, or his son, Nico Rosberg.Claude apologies for not having information on Nico Rosberg's first Grand Prix... and then goes on to state that "Formula One has had multiple drivers named Rosberg compete over the years. More details would be needed to determine the exact driver and their debut race."

What I find interesting, not one sentence in the answer takes the form of an interrogative!

Next, I asked GPT-4o mini the exact same question, to which it confidently assumes which Rosberg I mean: "Nico Rosberg's first Formula One Grand Prix was at the 2006 Bahrain Grand Prix, which took place on March 12, 2006. He raced for the Williams team."

Microsoft CoPilot makes the same assumption, with the traditional tacked on boilerplate question:
"Nico Rosberg made his Formula One debut at the 2006 Bahrain Grand Prix. He went on to have a successful career, culminating in winning the World Drivers' Championship in 2016. Is there anything else you'd like to know about his career or Formula One in general? [FI car Emoji, Smoke Emoji]"

Meta AI makes the same assumption, and gives a lot more unsolicited information, but it does mention his father:
"Nico Rosberg's first Grand Prix was the 2006 Bahrain Grand Prix. This marked the beginning of his Formula One career, which would eventually see him drive for Williams from 2006 to 2009 and then Mercedes from 2010 to 2016. During his time with Mercedes, Rosberg won the Formula One Driver's championship in 2016, a feat that made him and his father, Keke Rosberg, the second-father pairing to achieve this impressive milestone" 
Not that it is relevant, but Graham and Damon Hill were the first.

This is not an exhaustive sample by any means, but does confirm my naive observation that LLMs do not ask clarifying questions or use interrogatives in order to better shape their responses to my needs. 

1. ^{^}

   I imagine such a commercial hellscape would look a little like this:
   
   "I was just wondering why I wasn't earning any Ultrabonus points with my purchases"
   "Before we continue, could you tell me, do you have a Overcharge Co. Premium savings account, or a Overcharge Co. Platinum savings account?"
   "Uhh I think it is a Premium."
   "I'm so sorry. if you have a Overcharge Co. Platinum savings account then you will not be able to enjoy our Overcharge co. ultrabonus points loyalty system. However you may be suprised that for only a small increase in account fee, you too can enjoy the range of rewards and discounts offered with the Overcharge co. ultrabonus points loyalty system. Would you like to learn more?"

I have some hard data that disproves I'm a realist, but suggests I'm a pessimist (i.e. more than 50% of the time my best expectations of personal outcomes are worse than the case). Now what?

The hard data is a handful of specific predictions for example, a prediction about a financial investment (where performance consistently exceeded my expectations) where I had no control over the performance, and things like a exam where I had control (although an instructor noted that I performed worse on the exam than a practice exam because of 'nerves').

Arguably the most immediate step is "just get more data: make sure this isn't an aberration, or at the least see which specific types of predictions or expectations you're more prone to systematic pessimism".

Sure and then what? Should I change my investment style to allow more upside? If it means revising my models of the world - what shape does that take? What beliefs or habits are the cause of my pessimism?

Previously I thought that if you ask better questions then you will get better at solving problems. However questions are the shadows or reflections cast from the actual framing of the problem. If you have a well framed problem you will naturally ask better questions. If you haven't framed the problem well, then you will ask bad questions.

Bad questions are still useful because they are a signal that you are "barking up the wrong tree" or that you need to reformulate the problem.

What marks a bad question and therefore signals a framing of the problem that is unconducive to solving it?

There's probably a myriad of ways a question can be bad. It appears that most of the questions which signal a failure to frame a problem well are vague. Imagine someone who wants to become a Academy Award winning Cinematographer asks "has anyone every won an Academy Award for Cinematography without going to film school?" the answer is of course "yes", especially in the early days of the award. But it is not a useful question in that it doesn't narrow down which actions this aspiring cinematographer should take, avoid, nor clarifies which factors will most impede or expedite their journey. It is only useful in that it shows they are not asking useful questions and therefore their entire formulation of the problem needs work. Better questions are more useful questions.

Much like measures [LW · GW] better questions are ones that influence decisions - if a change in answer to a question doesn't change your decision, then it's not a useful question.

Popular wisdom encourages us to ask open ended questions, especially those which ask "why?" or "how?". 
While this is true for seeking advice or having discussions with experts or building consensus. Better questions even in these circumstances tend to be specific. (i.e. asking for vague help "how can I be a great cinematographer?" versus asking for specific advice "how did Michael Ballhaus light this scene in the nightclub in Under the Cherry Moon? How does it differ to his colour nightclub cinematography in Lola? Why did he make those decisions?" ). However open ended questions may not be better questions in the absence of an expert to ask, however specific they may be.

It is less Socratic, more something out of  Yes, Minister, in that I don't know what I don't know - so if I ask myself rather than an expert "Why does this problem pervade?" all I can answer is a sort of tentative guess [LW · GW] or what I believe is not a likely answer. Whereas an expert may be able to plug my knowledge gaps.

 I am undecided whether this means why/how questions potentially better suited for assessing our knowledge or at least our confidence in our knowledge concerning the framing of the problem, but in the absence of an expert, not particularly useful.

Counterpoint: the circumstances where the questions appear to be "good" or "better" questions but you're still solving the wrong problem? They are good for the problem you are mistakenly trying to solve.

Problem solving with Verbs:
This came up when I was trying to think about how to better frame questions with the form "How should I X?"

When outlining stories or screenplays I find action or visual verbs immeasurably useful in creating more interesting scenes. Instead of "Joe talks to Bill" he can negotiate, remonstrate, beg, plead, mock, pontificate etc. Each of which makes the scene much more specific. "Maria goes to the store" is too vague, she may either meander to the store, sprint to the store, or even search for the store. These action verbs not only give us a sense of the character's intentions and allow us to (appropriately enough for film) imagine visually how it plays out, but are more interesting and useful.

Why doesn't the same apply to practical questions?

At the risk of going meta, take the question "Should I make a short film?". There are surprisingly few action verbs that describe being a filmmaker^[1] other than 'make' and off the top of my head you can either film, direct,"do a pitchya^[2]". If you want to be more specific about how it will be done, you can say you will improvise a film or you can say you will "go vertie". I'm sure you can use Denominal verbs based off of directors with distinct processes:

"I'm going to Altmann this film" (i.e. lots of overlapping dialogue)

"I'm going to Malick this film" (i.e. lots of improvisation in natural light)

"I'm going to Maysles this film" (i.e. "direct cinema"^[3]- long form documentary filmmaking with an observational "fly on the wall" approach to shooting)

"I'm going Kapadia/Morgen this film" (i.e. documentary assembled from archival material)

It kind of works with the question "How should I get to the party?" - rather than "get" I can drive, or I can walk, or I can carpool, I can rideshare, I can bike etc. I may even opt to describe my entrance, I can sneak in, I can explode and make an entrance.... In deed, if I choose to sneak in then I may opt to arrive on foot or rideshare so no one notices my car.

1. ^{^}

   Yes, there are a plethora of department specific verbs - you can lens or shoot a film, score it, colour it, mix it, dub it, cue it, do foley, light it, dress it, design it, (location) scout it, produce it, cut or edit it etc. etc. 

2. ^{^}

   I noticed in interviews with Classic Hollywood directors Raoul Walsh and John Ford, they don't call them "films" or "movies" but "picture", pronounced more like "pitch-ya" as in "motion picture".

3. ^{^}

   Most people when they say Cinéma vérité mean "Direct Cinema" - the classic device of Cinéma vérité is the Vox Pop. The proverbial 'man on the street' is pulled in front of the camera - often looking down the barrel, already an artificial and performative situation, to give a honest opinion or barometer of public feeling.

What is the functional difference between Agency and having social power? This is likely a question that reflects my ignorance of the connotations of 'Agency' in Rationalist circles. 
When people say "he's a powerful man in this industry" does that imply he is greatly Agentic? Can one be Agentic without having social power? Is one the potential and the other the actuality?

"Babbling Better" this is a work in progress -and still requires more thinking 

In short - need a methodology or at least heuristics for identifying the "right problem" to solve, and noticing when one is solving the "wrong problem". Better problem framing leads to better and more focused answers to questions and hopefully eventual resolving of problems. I've come across two techniques: The Five Whys to understand problems better, and using adverbs of manner to babble more constructively. 

So far:

It is easy to babble [LW · GW], babies do it. It is still quite easy to babble comprehensible but wrong sentences, such as LLM hallucinations. Your pruning is only as good as your babble.

With regards to problem solving, low quality babble doesn't contribute to resolving the problem. For example, let's say the problem is "camera autofocus doesn't focus on eyes" a low quality "babble" answer might be "Burn a stick of incense and pray to Dionysius". The acts themselves are feasible and the sentence is comprehensible. But any desired change in the camera's autofocus performance will be pure coincidence.

Yet, sometimes low quality babble appears to be high quality babble because we simply are not solving the right problem but it appears to be perfectly suited for the problem. Especially if incentives are involved.

My hunch is that to babble better not only do you need better methods of babbling, but you need to better understand what goals you are trying to babble towards. And that requires better understanding of why the problem is a problem.

5 Why's on yourself: Asking "why I think this is a problem?" to at least 5 levels

Not to be mistaken for the Burger joint. The "Five Whys" technique was apparently invented at the Toyota Corporation as a system for uncovering the root causes of production faults. 

The choice of "why" falls into broader pattern which takes me back to documentary filmmaking and interviewing: you learn more through open ended questions, usually those where the key interrogative is "why" or "how" than through close ended questions. These, as Wittgenstein pointed out, basically seek to affirm or negative a proposition or conditional: "Do you like him?" "Is he still there?" "Would you call that green or turquoise?".

If I am a manager or investigator, trying to ascertain the cause of a fault on a production line, open ended questions make sense since I will not be in possession of all known or knowable facts.
This still holds if I am a novice or just someone enquiring to an expert for help in achieving some goal. If I ask an experienced cinematographer "how would that scene be light?" even if they don't know specifically, they have a large body of experience and knowledge that would mean they could probably make useful guesses on how to replicate the effect.

If i intend on asking for advice from an expert, I can't give them the responsibility of figuring out the kind of help I need. The better I can define the problem myself the better and more informative the question I can ask them. Be too vague about your problem [LW · GW] and you can only hope to get generic responses like "be confident".

It seems ridiculous though, doesn't it? Socratic or even from  Yes, Minister: Why should I ask myself open ended questions if I don't know what I don't know? While I may not understand the problem, what I can do is at least explain why it's a problem and how I see it. And one effective way to do that I've found is to use the Five Whys Technique.

It is often exceedingly difficult to know what the right problem to solve is, what we may have a better chance of defining is why we perceive it as a problem and why we expect it to cause conflict.

To - Do: add more techniques to my arsenal to better defined problems... the step before babbling

Adverbs and Creativity?  Strategically Efficaciously Productively Babbling

I have recently come across a technique for higher-quality babble, at least for creative purposes. It is as simply as employing a Adverb of Manner to modify a verb. This is a minor variation on a technique used to allow mime artists to create a character - you take a situation or process like "make breakfast" and do it with an attitude: happy, hungover, lovelorn.

It is surprisingly easy to come up with scenarios and even stories with arcs - goals, conflict, and comedic pay-offs complete with a character who has distinct mannerisms - by just cycling through adverbs. Compare these three adverbs: grumpily, overzealously, nervously.

He bartends grumpily - he tries to avoid eye contact with customers, sighs like a petulant teenager when he does make eye contact, he slams down glasses, he spills drinks, on his face a constant scowl, he waves customers away dismissively. Even a simple glass of beer he treats like one of the labours of Herakles

He bartends overzealously - he invites customers to the bar, he slams down glasses too, he spills them, he accidently breaks glasses in his zeal but always with a smile on his face, he's more than happy to do a theatrical shake of the mixer, throw it even if it doesn't quite make it's landing. He's always making a chef's kiss about any cocktail the customer asks for

He bartends nervously - he doesn't realize when a customer is trying to order, giving a "who me?" reaction, he scratches his head a lot, he takes his time, he fumbles with bottles and glasses, he even takes back drinks and starts again.

These scenarios appear to "write themselves" for the purposes of short pantomime bits. This is the exact type of technique I have spent years searching for.

 To do - Does this technique of better babbling through adverbs of manner apply to non-creative applications? If not then develop methodology or at least heuristics for identifying the right problem, noticing a "wrong problem"

Update (October 2024)- it is interesting looking back on this 8 months later as I think I have just hit upon a means of "babbling better". I intend to revise and go into detail this means after a period of actually trying it out. It's certainly not original, it vaguely resembles the method at Amazon of writing Memos and speculative Press Releases for a new proposal and uses your 'internal simulator'.

in brief the way I employ this new method is taking the first kneejerk 'babble' or solution to the problem I come up with. Then I try to write a speculative narrative where this solution or action delivers a satisfactory or worthwhile result, being very methodical about the causation.  This is not, I stress, a prediction or prognostication.
What I find is that by writing  a speculative narrative, and making it as convincing as possible to myself, it forces me to explicate my framework and mental model around the problem, my hunches, suspicions, assumptions, belief, fears, hopes, observations, knowledge and reasoning. Much of which I may not be consciously aware of.

With the framework explicated, I can now go about babbling. But it will be much more targeted and optimized based on my expectations, knowledge, and the framework in general.

Some (not yet confirmed) secondary bonuses of this method:

- it fights analysis paralysis, instead of babbling for breadth, it forces thinking about causation and consequences
- it is inherently optimistic, as you're forcing yourself to write a structured argument why this could or would work
- having explicated your framework, you may be able to verify specific hunches or assumptions that hereto you weren't aware they were influencing your thinking

One caveat: why a satisfactory narrative, why not a best case scenario? I think a best case scenario will assume a lot of coincidence, serendipity and as a means for reflection and explication of your mental modelling or framework of the problem is less informative. For that reason, causative words and phrases like "because" "owing to" "knowing that.... it follows such..." "for this reason" should be abundant.

I will update after more real world employment.

 

To think about:
Shannon Information and cataloguing 'rushes' from a documentary. This is not about the actual amount of entropy in any given frame of a uncompressed video. Rather the entropy of all the metadata from all the footage.

Eisenstenian film theory was an attempt to marry Marxist Dialectic with film editing. The "highest" type of film cut was "Intellectual Montage" the bone to nuclear-satellite cut in 2001: A Space Odyssey is perhaps the most iconic example in film history. Eisenstein himself used the more on-the-nose approach of showed crowds of protesters being mowed down by Tsarist troops being interspliced with footage of animals being slaughtered in an abattoir.

The Dialectic of cuts, the juxtaposition between image A and image B - be it the Kuleshov experiment - the actor appearing to look at either soup or a corpse lying in state thereby changing the inferred emotion of the actor - is a critical film language technique.

Documentary Rushes of similar thematic content - i.e. "Shot 1 - mid shot children playing" "Shot 2 - mid shot different children playing" and lower entropy. "Shot 1 - mid shot children playing" "Shot 87 - close up of old man smiling". We want to avoid homogenous sets.

The problem for a film editor, especially a observational documentary film editor or someone working with archive material (think of the films of Bret Morgan and Asif Kapadia) is every time you create a sequence you have to watch all of the material, again, hoping to find the dialectic or invent a narrative that combines at least two shots together.

Binary Search algorithms are also relevant here. 

CLIP and visual Semantic Networks can automate part of the search if the editor has something specific in mind. I want to cultivate serendipity - unforseen juxtapositions.