8 excerpts from Stanford’s 2024 AI Index Report: “…individuals with higher incomes and education levels are more optimistic about AI’s positive impacts”

Excerpts copied verbatim (bolding mine):

Industry continues to dominate frontier AI research. In 2023, industry produced 51 notable machine learning models, while academia contributed only 15. There were also 21 notable models resulting from industry-academia collaborations in 2023, a new high.

Robust and standardized evaluations for LLM responsibility are seriously lacking.
New research from the AI Index reveals a significant lack of standardization in responsible AI reporting. Leading developers, including OpenAI, Google, and Anthropic, primarily test their models against different responsible AI benchmarks. This practice complicates efforts to systematically compare the risks and limitations of top AI models.

The number of AI regulations in the United States sharply increases. The number of AI-related regulations in the U.S. has risen significantly in the past year and over the last five years. In 2023, there were 25 AI-related regulations, up from just one in 2016. Last year alone, the total number of AI-related regulations grew by 56.3%.

Open-source AI research explodes. Since 2011, the number of AI-related projects on GitHub has seen a consistent increase, growing from 845 in 2011 to approximately 1.8 million in 2023. Notably, there was a sharp 59.3% rise in the total number of GitHub AI projects in 2023 alone. The total number of stars for AI-related projects on GitHub also significantly increased in 2023, more than tripling from 4.0 million in 2022 to 12.2 million.

Human evaluation is in. With generative models producing high-quality text, images, and more, benchmarking has slowly started shifting toward incorporating human evaluations like the Chatbot Arena Leaderboard rather than computerized rankings like ImageNet or SQuAD

ChatGPT is politically biased. Researchers find a significant bias in ChatGPT toward Democrats in the United States and the Labour Party in the U.K. This finding raises concerns about the tool’s potential to influence users’ political views, particularly in a year marked by major global elections.

AI organizational adoption ticks up. A 2023 McKinsey report reveals that 55% of organizations now use AI (including generative AI) in at least one business unit or function, up from 50% in 2022 and 20% in 2017

Demographic differences emerge regarding AI optimism. Significant demographic differences exist in perceptions of AI’s potential to enhance livelihoods, with younger generations generally more optimistic. For instance, 59% of Gen Z respondents believe AI will improve entertainment options, versus only 40% of baby boomers. Additionally, individuals with higher incomes and education levels are more optimistic about AI’s positive impacts on entertainment, health, and the economy than their lower-income and less-educated counterparts.

Full report: https://aiindex.stanford.edu/report/

A meditation compendium: learnings and esoterica on the benefits and practice of meditation

I’ve done bits of meditation for 10+ years, but my standards are laughably low: I consider 5 minutes a day as an achievement :)

And thus I’m always reminded of the saying, “if you don’t have time to meditate for 5 minutes, then you should meditate for 10 minutes”.

Guess I’m not wise enough yet!

All the below is copied verbatim from various sources, but mistakes mine:

Brain changes. People who meditated showed increased activity in the left-anterior part of the brain. Increased activity in this area is associated with positive feelings and emotions. This suggests that meditation makes changes in the brain that help us feel better.

Immune boost. The meditation group also had a stronger response to the flu vaccine. They produced more antibodies against the flu, and their bodies are better equipped to fight off the virus compared to the non-meditators

Meditation like a massage for your brain

a state of profound meditation called samadhi. When meditation becomes very deep, breathing becomes slow, steady, and even, and the windows of the senses close to all outward sensations. Next the faculties of the mind quiet down, resting from their usually frantic activity; even the primal emotions of desire, fear, and anger subside. When all these sensory and emotional tides have ceased to flow, then the spirit is free, mukta –at least for the time being. It has entered the state called samadhi. Samadhi can come and go; generally it can be entered only in a long period of meditation and after many years of ardent endeavor. But one verse (5: 28) adds the significant word sada, “always.” Once this state of deep concentration becomes established, the person lives in spiritual freedom, or moksha, permanently. This is extremely rare.

Consider washing the dishes the most important thing in life. Washing the dishes is meditation. If you cannot wash the dishes in mindfulness, neither can you meditate while sitting in silence.

Human beings are animals; meditation is one way (among many) to deny our animal nature and perhaps reach a higher spiritual plane

The eighth-century Buddhist adept Vimalamitra described three stages of mastery in meditation and how thinking appears in each. The first is like meeting a person you already know; you simply recognize each thought as it arises in consciousness, without confusion. The second is like a snake tied in a knot; each thought, whatever its content, simply unravels on its own. In the third, thoughts become like thieves entering an empty house; even the possibility of being distracted has disappeared.

The dev bites / bytes code guy email about meditation advice
– Meditation is uninteresting repetition, again and again, no matter the technique. It’s only natural to find it uneasy.
– This is not a race. It’s the opposite of a race. The faster you try to go, the slower you will progress. Yet efforts will lead to results. You have to be motivated without avidity, and it’s not an easy balance to find.
– There is a huge difference in effects, between a casual practice (a few minutes, some of the days) and a robust practice (long sessions every day).
– It’s a long term work. It’s, in fact, a life work. Our teacher jokes that at the center, we are at “Vipassana Kindergarden”. We are just beginning. Now we have to carry on and on. Half of the secret of success is simply showing up, every day.

I have been practicing meditation for 15 years, sometimes in batch of 100 hours.

The more I practice, the more the time slows down. Not just while meditating, but after the fact as well. Although it fluctuates and I’m not back to my kid self, it feels that I have tremendously more time now than a few years ago.

I suspect that it’s tied to how much present you manage to be.

When you are a kid, you are deeply immersed in whatever you are doing, and less and less so after that, especially in our age of distractions, multitasking, and intellectual work loads.

I think that the more you are immersed in the daily boring stuff, like just walking, doing chores, or taking your shower, the more you register the time you spend doing said activity, and the time seems to pass slowly.

In fact, I am sometimes under the impression my minutes, not just feel longer, but actually contain more, because I do so many things and then looking at the clock, it hasn’t moved much. This sensation increases when I meditate a lot.

https://news.ycombinator.com/item?id=29109066

to meditate each morning is a radical act of love, take that time, take care of yourself – Jon Kabat Zinn

Jerry Seinfeld has done transcendental meditation since 1972

Other lifestyle interventions #
Meditation (mean rating = 5.8), bright lights in the morning (5), cold shower (4.7), and masturbation abstinence (4.1) also got impressive to pretty good ratings.

When all these sensory and emotional tides have ceased to flow, then the spirit is free, mukta –at least for the time being. It has entered the state called samadhi. Samadhi can come and go; generally it can be entered only in a long period of meditation and after many years of ardent endeavor

The Buddha withdrew for six years, then returned for forty-five. But each year was likewise divided: nine months in the world, followed by a three-month retreat with his monks during the rainy season. His daily cycle, too, was patterned to this mold. His public hours were long, but three times a day he withdrew, to return his attention (through meditation) to its sacred source

The right brain is in charge of present-moment awareness, and this is the part of the brain that meditation takes to the gym. Essentially, the longer we meditate, the more we’re able to balance the right and left hemispheres of the brain. The result of this is more attention, awareness, and computing power for the task at hand.

Chen: For the overwhelming majority of Asian Buddhists, Buddhism is a devotional practice. Bowing to images of deities, burning incense, worshiping at an altar — those are all fundamental elements of Buddhist practice. There is this acknowledgement of worshiping higher beings. Meditation was not at all a mainstream lay practice in Buddhism

“Meditation is a high interest savings account for your time”

As a novice monk, several times a day I had to light incense to offer on the altar of the meditation hall. I was taught to pick up the stick of incense with both hands, the left hand on top of the right hand, which picks up the stick of incense. A stick of incense is very light. Why do you have to use both hands? The idea is that you have to invest one hundred percent of yourself into this simple act of picking up an incense stick.

“meditation is a non-pharmaceutical Ritalin” – Daniel Goleman

“meditation is as deep and as powerful a tool as we have” – Waitzkin

Meditation is not about feeling good. It’s about feeling what you’re feeling with good awareness. Plot twist: Eventually that makes you feel good

Meditation has been linked to reduced activity in the default mode network, which is associated with self-referential thoughts and mind-wandering. This reduction can lead to an enhanced ability to focus on the present moment and increased self-awareness.

I’ve come out of (non-psychedelic-enhanced) meditations crying. I’ve sat and stared at the traffic outside my window for as long as I might normally have watched a TV show. I’ve had profound creative unlocks I’ve never experienced without drugs or other extreme state changes. I’ve even had brief moments of the fractal vision and plants breathing (IYKYK). It is not the same as a psychedelic experience, but they’re neighbors

Your best decisions come from stillness. Stillness is amplified in nature & meditation.

People who exercise, meditate, or do yoga to get high usually report that their experiences get better and better over time, which is a great contrast to the reports of heavy users of drugs.

Every time you meditate is like making a deposit in a bank (Maharishi)

Even the gods envy those who are awakened and not forgetful, who are given to meditation, who are wise, and who delight in the repose of retirement (from the world).

There’s concrete evidence that meditation calms your brain similar to valium. Actual structural and measurable changes within brain itself

Intensive meditation, even after only one day, can also affect gene regulation in your brain through similar mechanisms. Attending a monthlong meditation retreat reduces the expression of genes that affect inflammation, and experienced meditators can reduce inflammatory genes after just one day of intensive meditation.

Hindu meditation practices have long understood the benefits of sound, especially through the chanting of “Om.” This sound, central to many Hindu traditions, is more than a symbol; it’s a powerful tool that engages the vagus nerve, known for its role in regulating stress and relaxation responses. The act of humming, inherently part of chanting Om, creates a gentle, soothing vibration. This process not only brings a physical dimension to meditation but also enhances the spiritual experience, as the sound of Om is said to represent the universe’s primal sound.

And some of my previous writings on meditation:

Random facts 9 – things I learned recently – Hugh Howey: “I’ll write 2 books a year for 10 years. And at the end of that 10 years I’ll know if I’m a writer.

All of these costs will trend down until eventually it’s just like…the cloud. Like they’re all the same. You might use AWS or Oracle or IBM Cloud, they all have different purposes, but you don’t really care, but there might be lockin. You build your stack on AWS, it’s kinda expensive, you want to switch but it’s difficult… if I had to guess that’s how this plays out…
Turner Novak

Tunnel vision helps. Being a bit of a shit helps. A thick skin helps. Stamina is crucial, as is a capacity to work so hard that your best friends mock you, your lovers despair and the rest of your acquaintances watch furtively from the sidelines, half in awe and half in contempt. Luck helps—but only if you don’t seek it.

And the Portuguese rutter? That’s our death warrant, for of course it’s stolen. At least it was bought from a Portuguese traitor, and by their law any foreigner caught in possession of any rutter of theirs, let alone one that unlocks the Magellan, is to be put to death at once. And if the rutter is found aboard an enemy ship, the ship is to be burned and all aboard executed without mercy.

Alan Greenspan in 1966, when he was still in the private sector:
An almost hysterical antagonism toward the gold standard is one issue which unites statists of all persuasions…In the absence of the gold standard, there is no way to protect savings from confiscation through inflation. There is no safe store of value. If there were, the government would have to make its holding illegal, as was done in the case of gold. The financial policy of the welfare state requires that there be no way for the owners of wealth to protect themselves

It is breathtaking how slow, substandard and unfocused many companies out there get through the day. And think nothing of it. The lack of energy is palatable. There is performance upside everywhere. As a leader, your opportunity is to reset in each of these dimensions. You do it in every single conversation, meeting, and encounter

In a system that depends on irresponsible government spending (especially for perpetual war) and fiat printing to cover that irresponsibility, alarm bells cannot be allowed to work. There must be no pure price signals. And above all, an alarm bell must not also serve as a life-raft that’s easily accessible to everyone, especially the general public, in the form of an ETF. There must be no escape hatch

The overall degree is negligible. In 2013, researchers found that the average degree of personalization in Google Search was 11.7%, of course varying widely by query and rank. Higher positions, for example, have a higher chance of being personalized than lower positions.11 A study from 2019 found that Google personalizes 2/10 results when searching for people and 4/10 for political parties. In other words, not much

When you’re healthy you have 10,000 needs, but when you’re sick you only have 1

marketplaces are fueled by two core properties: 1) discovery and curation (presenting things that users want to see and interact with), and 2) trust and reputation (providing assurances to users)

I think for most people who want to do great work, the right strategy is not to plan too much. At each stage do whatever seems most interesting and gives you the best options for the future. I call this approach “staying upwind.” This is how most people who’ve done great work seem to have done it

From Mercedes effectively renting you your accelerator pedal by the month to Internet of Things dishwashers that lock you into proprietary dish soap, enshittification is metastasising into every corner of our lives. Software doesn’t eat the world, it just enshittifies it.

Tyler Cowen, economist, professor, and founder of the popular blog Marginal Revolution, developed three laws while he was teaching macroeconomics. One: “There is something wrong with everything,” two: “There is a literature on everything” and three: “All propositions about real interest rates are wrong.”

Also, he changes one menu item every week. Has a massive spreadsheet that tells him what’s being ordered, profit margins on each item, etc. He gets rid of the least popular thing, tries something else. Every. Single. Week

The interesting thing about OnlyFans is that OF agencies use the models as image/video content to bait simps. However, many of the OF girls are unable to talk to so many simps at once and end up using virtual assistants who are following a script in an attempt to extract maximal value from simps by sending them prepared media from a google drive after the simp tips his final buck. Even if it is not real, it feels real to the end consumer and that is all that matters

They say movies are the shared dreams of the audience—that’s why they have to be experienced in the dark.

“Peter Thiel used to insist at PayPal that every single person could only do exactly one thing. And we all rebelled. You feel like it’s insulting to be asked to do just one thing.
But Peter would enforce this pretty strictly. He’d basically say: ‘I will not talk to you about anything else except for this one thing that I’ve assigned to you. I don’t want to hear about how great you’re doing in this other area. Just focus until you conquer this one problem.’…
The insight behind this is that most people will solve problems that they understand how to solve. Roughly speaking, they will solve B+ problems instead of A+ problems. A+ problems are high-impact problems for your company but they’re difficult–you don’t wake up in the morning with a solution to them, so you tend to procrastinate…
If you have a company that’s always solving B+ problems, you’ll never create the breakthrough idea because no one is spending 100% of their time banging their head against the wall every day until they solve it”

“Failure is the information you need to get where you’re going”
Every time in Delphi’s history when we expected or “needed” something to happen. It didn’t happen and ended up turning out for the better.
– We weren’t able to raise money to start our business so we bootstrapped it ourselves and today, Delphi is fully employee owned.
- We weren’t able to finish raising a fund, and today – Delphi Ventures is basically all prop capital.
- There were numerous times we *almost* got acquired and ended up saying no – and it’s resulted in us building up Delphi into a brand we’re proud to be building for the space first and foremost

When galaxies collide, the black holes at their center begin orbiting one another before merging, and astronomers have just identified the largest pair yet. Researchers estimate that the black holes at the center of elliptical galaxy B2 0402+379 (the Loop’s longtime favorite galaxy, obviously) weigh about 28 billion times the mass of the Sun.

Curse of Knowledge: The inability to communicate your ideas because you wrongly assume others have the necessary background to understand what you’re talking about.

Compassion Fade: People have more compassion for small groups of victims than larger groups, because the smaller the group the easier it is to identify individual victims.

Bottom line: There is room up in organizations to boost performance by amping up the pace and intensity. Considerable slack naturally exists in organizations to perform at much higher levels. The role of leadership is to convert that lingering potential into superlative results

We see in professional sports all the time how teams go almost overnight from losing to winning with basically the same roster, but different leadership. Call it what you want, the X factor, whatever, it is real. Anybody can dial into this, but not many do.

It is not easy because you will drive people out of their comfort zones. There will be resistance. Change is hard. Some will vote with their feet. If you want to be popular as a leader, this may not be for you. The role of a leader is to change the status quo, step up the pace, and increase the intensity. Leaders are the energy bunnies and pacemakers of the organization. Some people drain energy from organizations; not leaders, they engulf organizations with energy.

Open Source vs. Proprietary Models: Zhu discusses the ongoing debate between open-source and proprietary AI models. He predicts that open-source models will eventually catch up with, if not surpass, their proprietary counterparts. This viewpoint reflects his belief in the democratization of AI technology and skepticism toward the long-term dominance of closed, proprietary systems.

If you’re not nervous it doesn’t mean anything to you — Justin Thomas

The inevitable direction of history is that the vast majority of AI systems will be built on top of open source platforms – Yann Lecun

“Deep learning, which is fundamentally a technique for recognizing patterns, is at its best when all we need are rough-ready results, where stakes are low and perfect results optional“ Still true

Your worst day is a chance to show your best qualities, to stand out, and to learn an enormous amount about yourself. Very few people plan or prepare for what they’ll do and how they’ll act during those times. Those who do might well end up turning their worst day into their best

In short, it will FEEL like a regular bear cycle, but in reality the game has changed for BTC and ETH – forever.
This means the window in time for the average non rich person to get generational exposure to BTC and ETH is closing, very rapidly

Essentially, most people will be priced out of owning 10 ETH or 1 BTC.
I also believe that going forward alts will be less appealing each cycle as people just prefer the concensus trade of BTC and ETH that are guaranteed to go up due to ETF flows + because of new market participants size, you could still get 20-50% per year, with way less downside risk.
As such I think people will be less interested in altcoins.
This mimics how the S&P500 works, with basically 4-6 massive tech firms, like Google, apple, amazon, meta etc. Propping up the entire thing

Hugh Howey (on Tim Ferriss): I’ll write 2 books a year for 10 years. And at the end of that 10 years I’ll know if I’m a writer.

The trouble with Xi Jinping is that he is 60 percent correct on all the problems he sees, while his government’s brute force solutions reliably worsen things. Are housing developers taking on too much debt? Yes, but driving many of them to default and triggering a collapse in the confidence of homebuyers hasn’t improved matters. Does big tech have too much power? Fine, but taking the scalps of entrepreneurs and stomping out their businesses isn’t boosting sentiment. Does the government need to rein in official corruption? Definitely, but terrorizing the bureaucracy has also made the policymaking apparatus more paralyzed and risk averse. It’s starting to feel like the only thing scarier than China’s problems are Beijing’s solutions.

“When you cook for yourself there’s love in there”

“resilience matters in success…I don’t know how to teach it to you except for, ‘I hope suffering happens to you’..greatness comes from character & character…is formed out of people who suffered..I wish upon you ample doses of pain & suffering” – Jensen Huang

We are in a “Tower of Babel” moment of AI research, where hundreds of thousands of scientists, engineers, and technologists are collectively using the same language to tackle every engineering problem under the sun.

As I usually do, I’ve appended our 1997 letter, our first letter to shareholders. It gets more interesting every year that goes by, in part because so little has changed. I especially draw your attention to the section entitled ‘‘It’s All About the Long Term.’’

that an effective technique of conversion consists basically in the inculcation and fixation of proclivities and responses indigenous to the frustrated mind.

A counterculture is blowback. It’s intentionally offensive to establishment beliefs. Find it repellent? Good, it’s meant to gatekeep you.

Norwegian endurance training hack: high volume lactate threshold training. Train just below lactate threshold so you can do a lot more volume instead of at or above which requires a lot more recovery

More than a thousand years before Christ, Zarathustra preached the existence of a heaven and a hell, the idea of a bodily resurrection, the promise of a universal savior who would one day be miraculously born to a young maiden, and the expectation of a final cosmic battle that would take place at the end of time between the angelic forces of good and the demonic forces of evil.

in 2016, Google DeepMind’s AlphaGo AI challenged 14-time world champion Lee Sedol and won four out of five games. The next revision of AlphaGo was completely out of reach for human players: it won 60 straight games, taking down just about every notable Go player in the process.

the Bell Labs patent lawyers wanted to know why some people were so much more productive (in terms of patents) than others. After crunching a lot of data, they found that the only thing the productive employees had in common (other than having made it through the Bell Labs hiring process) was that “Workers with the most patents often shared lunch or breakfast with a Bell Labs electrical engineer named Harry Nyquist. It wasn’t the case that Nyquist gave them specific ideas. Rather, as one scientist recalled, ‘he drew people out, got them thinking'”

Once you make a decision, go all in.
Commit fully to your choices. Half-hearted efforts yield half-hearted results.
Indecision only leads to stagnation and missed opportunities.
Stay committed to your goals, even when faced with obstacles and setbacks. Perseverance is single-handedly the most important key to achieving a goals.

we’ll see Software 2.0 subsume more and more of the existing Software 1.0 stacks, resulting in more compact human-written codebases with the bulk of engineering complexity offloaded to data and learning. One of the most profound benefits of end-to-end machine learning is that it can drastically reduce the amount of code needed. Before deep learning, the AI backing Google Translate was roughly a 500,000-line codebase. After deep learning, a single neural network could be expressed in about 500 lines of TensorFlow code, with the bulk of “translation knowledge” now replaced with data.

Bezos shareholder letters

I invite you to please read the section entitled It’s All About the Long Term, as it is the best way I know to help make sure we’re the kind of company you want to be invested in. As we wrote there, we don’t claim it’s the right philosophy, we just claim it’s ours!

We are doubly-blessed. We have a market-size unconstrained opportunity in an area where the underlying foundational technology we employ improves every day. That is not normal.

Hayek would in particular focus on the function and effect of prices. Prices, he went on to explain in the following years, are the market’s decentralized and socially scalable means of communication. Although established as a simple function of supply and demand for goods and services in an economy, Hayek described how prices actually embed a wide array of relevant information that individuals require to make economic decisions.

Bitcoin is the most successful financial meme since gold and even at today’s all-time high, all the bitcoin in the world is still only worth about 1/14 of all the gold in the world.
Unlike the gold meme, which has infected about as many minds as it ever will, the bitcoin meme is growing — and it’s growing in a time when 1) people have more money than ever to invest and 2) people are more than ever looking for lottery-ticket type investments

Financial Nihilism goes hand in hand with Populism – a political approach that strives to appeal to ordinary people who feel that their concerns are disregarded by established elite groups

The dirty secret of influencer marketing: ~80%+ of influencers DO NOT CARE about anything but $
I see this happen 24/7 in my space. They don’t care about product quality, brand (theirs or the brand they’re repping), their audience, etc. They just want $$$
The reasons why are simple:
– They don’t make a lot of $ (even large accounts)
– This is usually their 1st business venture
– They suffer from extreme short-term thinking / high time preference
– They don’t understand how brand is built
– They can be quite entitled

Peter Thiel on The Power Law of Distribution:
“One distribution method is likely to be far more powerful than every other for any given business:
Distribution follows a power law of its own.
This is counterintuitive for most entrepreneurs, who assume that more is more. But the kitchen sink approach—employ a few salespeople, place some magazine ads, and try to add some kind of viral functionality to the product as an afterthought—doesn’t work. Most businesses get zero distribution channels to work. Poor sales rather than bad product is the most common cause of failure. If you can get just one distribution channel to work, you have a great business.”

Perhaps the most important insight NASA has gleaned from studying team dynamics—in space and on Earth—is the preciousness of one trait in particular: a sense of humour. Studies of crews overwintering at the South Pole show that a confined group needs people to fulfil various roles, including leader, storyteller and social secretary. But the most important task by far is that of the clown, a person who is funny and also wise enough to understand each member of the group and defuse tensions. Laughter, as much as courage, will sustain astronauts on their long quest to Mars.

The guy I know who is the best at friendships (also a spectacular salesman) keeps proposing plans. I asked him why once & he told me:
People get busy. If you want to be their friend, don’t take it personally & keep asking.
He did this with me & he eventually became one of the few genuine, lifelong friends I’ve made in adulthood.

Studies show that by adding physical activity to our lives, we become more socially active—it boosts our confidence and provides an opportunity to meet people. The vigor and motivation that exercise brings helps us establish and maintain social connections.

That’s why mottoes such as Google’s “Don’t be evil” and Facebook’s “Make the world more open and connected” mattered; they instilled a sense of mission in workers

Nothing is Something: “The most underutilized parenting strategy is doing nothing.”– Dr. Becky Kennedy

When Facebook was telling MySpace users they needed to escape Murdoch’s crapulent Australian social media panopticon, it didn’t just say to those Myspacers, “Screw your friends, come to Facebook and just hang out looking at the cool privacy policy until they get here.” It gave them a bot. You fed the bot your MySpace username and password, and it would login to MySpace and pretend to be you, scraping everything waiting in your inbox and copying it to your Facebook inbox

When Microsoft was choking off Apple’s market oxygen by refusing to ship a functional version of Microsoft Office for the Mac in the 1990s — so that offices were throwing away their designers’ Macs and giving them PCs with upgraded graphics cards and Windows versions of Photoshop and Illustrator — Steve Jobs didn’t beg Bill Gates to update Mac Office. He got his technologists to reverse-engineer Microsoft Office and make a compatible suite, the iWork Suite, whose apps, Pages, Numbers and Keynote could read and write Microsoft’s Word, Excel and PowerPoint files

Obviously the most exciting story to write will be the one you want to read. The reason I mention this case explicitly is that so many people get it wrong. Instead of making what they want, they try to make what some imaginary, more sophisticated audience wants. And once you go down that route, you’re lost

The signals have changed over the years: After horse equipage, it was Hermès trunks for traveling by rail, then large Hermès bags for day trips by automobile, and then small Hermès handbags for everyday use (originally sized to fit in the overhead bin of an airplane

The first modern LLM, Jeremy Howard’s ULMFit, was trained on Wikipedia. GPT was trained on a corpus of books. GPT-2 was trained on the reddit-curated “WebText,” corpus, i.e., a crawl of websites linked on Reddit. GPT-3 expanded the dataset scope to web text from CommonCrawl. Data selectivity trended downward as data volume and diversity requirements went up.

It is one of the main tasks of a real leader to mask the grim reality of dying and killing by evoking in his followers the illusion that they are participating in a grandiose spectacle…

Puzzlingly though, despite facing an increased risk of skin cancer, people who are exposed to lots of sun appear to have longer life expectancies, on average, than sun avoiders.

Prior editions:

Fascinating analysis of AI’s effects on freelancer hiring demand: everyone wants a chatbot

Bloomberry Jobs Report

tldr: writing, translation, & customer service jobs declined; everyone wants a chatbot, apparently

A few excerpts:

To my pleasant surprise, most of the job categories actually had an increase in the number of jobs since ChatGPT was released, with the exception of 3 categories that had large declines in jobs.

The above is important to keep in mind for AI luddite doomsayers; as the history of technology has repeatedly shown, though there may be short term disruption and harm to labor, the long term trend is that technology = more (newer and better) jobs

I was surprised to see graphics design, video editing/production, and even software development jobs go up, given all the anecdotal stories we’ve been hearing about people using ChatGPT to generate code, illustrations and even full featured videos.

And surprising on first blush, although perhaps logical if you assume good general purpose AI has reduced the need for specialized ML:

While there was a initial increase in data annotation jobs, the # of data annotation jobs have been fairly flat in the past 10 months. And the # of machine learning jobs has actually decreased a bit since ChatGPT was released.

Finally, I guess everyone loves to chat:

The most popular use case, by far for AI right now is in developing chatbots

Full article: https://bloomberry.com/i-analyzed-5m-freelancing-jobs-to-see-what-jobs-are-being-replaced-by-ai/

Another Bunny banger: “modern US war accomplishes little, wasting trillions and US lives in the process”

However, modern US war accomplishes little, wasting trillions and US lives in the process. Iraq, Vietnam, Afghanistan, Ukraine, Syria. What objectives have been won here? How much did it waste in this futility? These are not exceptions, ineptitude is a verifiable trend now.
Combat is now a hybrid of 4th and 5th-gen warfare: which is to say guerilla war and non-kinetic, manipulative psychological games. The US/NATO does not have a global monopoly on this kind of warfare, in fact they’ve shown to be pretty maladroit about it. And this is basically how wars are fought now

https://backthebunny.substack.com/p/the-us-dollar-a-proof-of-violence