pedramsameni

This is a breakdown of citation discipline. As legal work becomes AI-assisted, the bar doesn’t change: every statement traceable, every citation verifiable, every argument defensible. The opportunity isn’t better drafting. It’s workflows that are cite-backed by design, not checked after. nytimes.com/2026/04/21/nyr…

Most legal tech AI in IP has clustered around patent drafting and infringement detection. All important problems, but now a crowded space. The bigger opportunity is rethinking how legal knowledge itself is structured, tracked, and understood over time. Law isn’t just generation, it’s evolution. The next wave won’t be about writing faster, but about understanding deeper.

Everyone debates AI models. Meanwhile, the patent layer keeps shifting quietly. Chinese-origin US filings → up ~2x in 5 years in the US patent database. If you’re not tracking this, you’re missing where future leverage is being built: app.lexdana.ai/?prompt=compar…

Great session at the USD Patent Conference with Andrei Iancu and USPTO Director John Squires. Discussion covered PTAB discretionary denial, policy vs. operations, and running a ~$4–5B agency — all toward promoting true innovation. Thanks to Sepp Zanganeh and Ted Schillman.

Between this and the Google paper I think 7 out of the 8 researchers were Iranian heritage who have made the biggest compression innovations.

Today I turn 55. I’m the fittest, sharpest, and happiest I’ve ever been. If I’m an outlier, it’s not because I’m built different or discovered a secret formula. The truth is far less glamorous: It’s a million tiny choices, compounded over decades. Here are 55 of them: 1. Walk 15+ miles a week, even if you do other exercise. Humans are uniquely made to move slowly over long distances—it’s critical to longevity. 2. Develop a writing practice. It’s the single best way to sharpen your mind. And remember, you don’t have to be a good writer to write. Start with 10 minutes a day. 3. Swap out your toothpaste, deodorant, lotions, soap, shampoo, and other personal care products for natural versions. Here’s a rule of thumb: Don’t put anything on your skin that you couldn’t safely eat. 4. If you have a positive thought about someone, don’t keep it to yourself—share it immediately. Encouragement defies the laws of physics: When you give energy, you also receive it. 5. Wear shoes with a wide forefoot (I like Topo Athletic) and wear toe spreaders around the house (search “yoga toes” on Amazon). Spine health begins with the feet. 6. Get sunlight regularly. Moderate sun exposure (without sunscreen) is hugely important for overall health. 7. Do a 3-minute deep (“ass to grass”) squat every morning. Deep squats are often called the anti-aging exercise. It’s been said that, “It’s not that you can’t do deep squats because you’re old, it’s that you’re old because you can’t do deep squats.” 8. Explore minimalism (it’s not what you think it is). 9. Set boundaries on toxic relationships. We tend to cling to relationships past their expiration date, and it takes a bigger toll on our health than we recognize. 10. Eat real food. Not too much. Don’t eat garbage. Binge occasionally. Fast occasionally. That’s the diet. 11. Learn about FIRE. It’s a great framework for financial success. 12. Don’t take antibiotics except in emergency situations. They’re massively over-prescribed and aren’t needed in most cases. Antibiotics have done untold damage to our guts, which is where health begins. Great natural alternatives are out there. 13. Get 8 hours of quality sleep each night. To optimize sleep: —Don’t eat after 6pm —Get blackout shades and cover LEDs with black tape —No screens 2 hours before bed —Try ashwagandha (an herb) to calm the nervous system 14. Stop drinking, even in moderation. People find all sorts of ways to justify drinking, but there’s no escaping the simple fact that alcohol is a toxin and it limits your potential. 15. Travel as much as possible. Nothing expands the mind like seeing the world. And travel doesn’t have to be expensive—the best experiences happen outside of fancy resorts, when you live like a local. 16. Let go of resentment. When you forgive someone, you release the prisoner, and the prisoner isn’t them… it’s you. 17. Show up on time, every time. Poor time management limits success more than most people realize. If you struggle with punctuality, stop everything else and fix that first. 18. Spend lots of time in nature and touch the earth. Humans evolved over 300k years to live in harmony with nature, and only recently have we retreated indoors. If you don’t spend time outside, you’re fighting biology (hint: You won’t win.) 19. Stop doing dumb things. As Leo Tolstoy said, “People try to do all sorts of clever and difficult things to improve life instead of doing the simplest, easiest thing—refusing to participate in activities that make life bad.” 20. Find your happy place and (eventually) move there. Most people live where they live because... that's where they live. We are products of our environment—choose yours carefully. 21. Find a hobby and pursue mastery. You can’t have a happy life without a passionate pursuit that isn’t your vocation. Your work—even if you enjoy it—isn’t enough. 22. Avoid mainstream medicine except as a last resort. The results are in—our healthcare (or more appropriately, sick care) system is badly broken and only makes people sicker. 23. Have a mindset of abundance. There is no advantage to being a pessimist—even if you’re right, it’s a miserable way to live. In a very real way… whatever you believe, you’re right! 24. Do hard things. Choose courage over comfort. Everything you want is on the other side of fear and hard work. As Jerzy Gregorik said, “Hard choices, easy life. Easy choices, hard life.” 25. Ignore haters. Hurt people hurt people. Negative/toxic people live in a prison of their own design. Don’t join them! 26. Say no. Protect your time and energy like it’s your most precious asset… because it is. 27. Become a water snob. As an alien said on Star Trek, humans are “ugly bags of mostly water.” You are what you drink—literally! We have Mountain Valley Spring water delivered in glass 5-gallon jugs and also have whole-house water filter (Aquasana Rhino). 28. Stop drinking sodas and sugary energy drinks. After a few weeks you won’t miss them, and a few months later they’ll seem disgusting. Refined sugar causes inflammation, which is the root of most disease. 29. If you’re over 35, find a good functional/longevity medicine doctor and start tracking your hormones. Modern life is hell on the endocrine system and restoring healthy hormone levels can change your life. As we get older, we either accept a slow decline in performance or we do something about it—choose the latter! 30. Develop a morning routine and follow it faithfully. Win the morning, win the day! 31. Invest in experiences, not things. People frequently regret buying things, but rarely regret investing in great experiences (especially when shared with loved ones). Remember, there’s nothing you can buy in a mall that you’ll remember in ten years. 32. Explore spirituality. It’s arrogant and small-minded to believe there’s nothing going on in our universe that is beyond our comprehension. We know less about our universe than an ant meandering on a sidewalk understands about this planet. 33. Have a strong bias toward action—doing rather than talking. If you ask a bunch of old people about their regrets, they’ll talk about the things they *didn't* do—the shots they didn’t take—more than the things they did do (even if it went wrong). As Wayne Gretzky famously said, “You miss 100% of the shots you don’t take.” Most people don’t take enough shots. 34. Stay lean. Men in particular are obsessed with muscle mass these days, but bulk doesn’t age well. The goal is to be strong but lean. The fittest guys in their 50s and beyond aren’t meatheads, they’re lean guys who are serious about a sport. 35. Curate your inner circle carefully. Surround yourself with people you admire and who challenge you to grow. Remember, we’re the average of our 5 closest relationships. 36. Be the fittest version of yourself. Your body is your only vessel for experiencing life—so treat it as such. Fitness isn’t working out a few times a week, it’s a lifestyle. The older you get, the more time you need to devote to your health. 37. Take the time to appreciate art and beauty in all its forms. 38. Think globally, but act locally. Too many people put their energy into far-away problems they don’t understand and can’t impact, while ignoring problems right under their nose. Want to change the world? Start at home. 39. Try psychedelics. It’s one of those things everyone should do at least once, and it might be the breakthrough you’ve been looking for. 40. Limit bad habits, including unhealthy thought patterns. We all have them—practice avoidance and find substitutes. Get professional help if needed. 41. Be a lifelong learner. Your brain is just like a muscle—if you don’t feed and flex it regularly, it will atrophy. 42. Find your purpose. People with a strong sense of purpose are happier and live longer. Lack of purpose sucks energy and magnifies depression. 43. Only take advice from people who embody the traits you want to have. Talk is cheap—emulate those who have DONE it. 44. The goal is not to retire and do nothing, it’s to build a great day-to-day life that you don’t need to escape. A life of leisure is a slow death. Happiness isn’t possible without a little struggle, uncertainty, and skin in the game. 45. Have fun! Do frivolous and silly things that make you smile. As George Bernard Shaw famously said, “We don't stop playing because we grow old; we grow old because we stop playing.” 46. Whatever you want to do or achieve in life, start NOW. Don’t fall victim to “someday thinking” because someday never comes. 47. Accumulate assets—things that grow in value over time. It’s the #1 habit of rich people, and it can be done in tiny chunks. Instead of spending $100 on an impulse purchase that has no lasting value, put that money into an index fund or Bitcoin. It becomes addictive (in a good way). 48. Don’t ignore the big 3 canaries in the coal mine for health: —Low libido (and ED) —Frequent sinus & respiratory issues —Depression These usually aren’t medical conditions in themselves, they’re symptoms of an underlying problem. Find a good doc (outside of the mainstream) and figure out the root cause. 49. Have a clear vision for your future. How can you decide which direction to go if you haven’t clearly defined the destination? It sounds obvious, but 95% of people haven’t defined their “Ideal End State” in detail and in writing. (Check out my thread on this topic.) 50. Make your own decisions. We live in an era where most of what society tells us is wrong. Don’t be afraid to break from societal norms—if people say you’re crazy, it’s a sign that you’re doing something right. 51. Get hardcore about mobility exercise. As you age, it’s usually the knees, hips, and lower back that limit physical performance. 30 min a couple times a week can spare you a lifetime of pain. YouTube is a great resource. 52. Go all in on family. Get married, stay married, have kids. Burn the boats. In the end, family is all that matters. 53. Be ruthless with your time. Money comes and goes. Time only goes. Audit your calendar ruthlessly—cut the trivial, double down on the meaningful, and spend your hours like your life depends on it. (Because it does.) 54. Have a strong bias toward action. Be curious, try things, meet people—it’s how you increase your surface area for serendipity, the most powerful unseen force in our lives. 55. Reinvent yourself every decade. Over time, we slowly drift off course from our priorities, values, and true identity. Take stock and don’t be afraid to hit the reset button. Bold, calculated moves made for the right reasons almost always pay off—usually even more than you can imagine. 🎁 P.S. If you enjoyed this post, would you give me a birthday gift? Repost or comment with the item number(s) you liked best?

@Mr_Derivatives Your poll doesn't include SPX 6000.

$SPX We know a 50% stock market crash is coming. We just don’t know when. But it’s coming. So let’s speculate. Vote on when!?

@alshfaw @ManagedPip It's better if you only give some levels. It's hard to predict daily activities up to the penny. From your post you try to predict every movement. Anyway, never have seen anybody with a successful track record. One or two might be pure luck.

@ManagedPip Yes but normally the Major Reversal Candle is never challenged like this. $602.85 mid range is the historical norm. 50% of the candle body. ⚠️

$SPY at $604 means bearish technicals broke down. $602.85 was a line in the sand, and it is gone. I never short above the 13-dma for this very reason. It is very rare that a major Bearish Reversal Candle fails like this. Something else is at play here. Some unpriced upside risk due to the G7.

@Mr_Derivatives Thanks. Makes sense. You never know.

@pedramsameni Just another scenario to contemplate.. I lay out many scenarios. Some will argue to cover all bases. But I say, hey to each their own. I’m just thinking out loud.

With the $SPX about 1.5% away from ATH's, are we going to mimic that of the Covid rebound where we breach ATH's, run up another ~5.5% followed by a fairly sharp ~10.5% decline or of some sort? Be interesting.

@dampedspring @Laissez_Bears when does rebalancing happen @dampedspring isn't it on a daily basis near the close of the cash session?

@Laissez_Bears Nope

@dampedspring are there more etf rebalance flows this Monday?

@endless_frank Are you gonna hold them until Monday? What makes you think there would be a gap down?

$SPX 5710 puts for Monday, paid $1.10 Bought 40 of them, fuck this have seen enough. No way these space stocks act this terrible and we don’t have a broad market pullback to some degree. Could just be a few percent, but the window of weakness is open until next Friday so this is when it can happen.

@TicTocTick You mean there will be reversal soon?

Arguably this is the same price action at 5970 as we saw in Thanksgiving at 6200 and then again at 6070. It’s only after the tide goes out we will find out.

@TicTocTick One of the catalysts could be pausing China's tariff for 90 days or more. It may give a short term bounce.

@TicTocTick we are falling below 5250 @TicTocTick

Don’t read too much into this session unless we close today below 5250. This is all just shenanigans. Mean nothing .

@GavinNewsom To help the state the most please resign

A lot of misinformation out there. Just launched a new site to ensure the public has access to fact-based data around the Southern CA wildfires. The TRUTH: - CA did NOT cut our firefighting budget. We have nearly doubled the size of our firefighting army and built the world’s largest aerial firefighting fleet. - CA has INCREASED forest management ten-fold since we took office. - California will NOT allow for looting. Get the facts: californiafirefacts.com

@biancoresearch Seems that the demand is slowing.

@pedramsameni 22% is an all-time high, and it's been going vertical post-COVID.

1/5 My Favorite Anecdote About The Economy A good way to measure the perceived health of the US economy is to measure the public's ability to spend on things they want but do not need, aka discretionary spending. 🧵

@biancoresearch nytimes.com/2024/08/30/tra…

@biancoresearch wsj.com/lifestyle/trav…

@biancoresearch Only 22%. But I don’t think foreign travel is a good proxy anymore. I wonder if there is any stats for domestic travel to see if the number has changed as well. As you know most of the low cost airlines such as spirit are in trouble these days

@pedramsameni So, we agree that the economy is so strong that many are willing to spend thousands on something they want but do not need (a foreign vacation). Just quibbling whether it is Denver or France?