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🗣️ "𝘓𝘰𝘰𝘬 𝘢𝘵 𝘵𝘩𝘦 𝘤𝘦𝘭𝘦𝘣𝘳𝘢𝘵𝘪𝘰𝘯. 𝘛𝘩𝘦 𝘚𝘩𝘦𝘢𝘳𝘦𝘳 𝘤𝘦𝘭𝘦𝘣𝘳𝘢𝘵𝘪𝘰𝘯..." It wouldn't be #NEWvNOR match week without re-living this iconic vereniki_goneva 🙋 moment. #TrueNorth | Alan Shearer

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Newcastle Red Bulls

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10,731 Aufrufe • vor 1 Jahr •via X (Twitter)

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Living Proof New York

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Using Claude Fable 5, I built a model that predicts the entire 2026 FIFA world cup.. every single game, not just the final.. so let me break the whole thing down. what it does, how it works, and exactly how i built it.. #1 First what it does: it predicts all 104 games of the tournament. not just who lifts the trophy, but every group match, every knockout, the full path from the round of 32 to the final.. everything lands in one dashboard: > group stage, every match with each team's win % and the chance of a draw > standings, how all 12 groups are projected to finish > bracket, the full knockout tree with each team's odds of advancing > champion odds, who's most likely to actually win it all and it doesn't freeze after one prediction. the moment a real game is played, it locks that result in and re-runs everything around it. so the odds move live as the tournament goes, week by week you watch favorites rise and contenders collapse. #2. How it works: the core idea is simple. the model only ever predicts one thing, a single match. the real trick is the repetition. it learns from decades of match history, then plays the whole tournament out from the first game to the final, tens of thousands of times. each run it records who advanced and who won. do that enough and you stop getting one guess and start getting real odds, one team lifts the trophy in maybe 14% of the runs, another in 9%, and so on. #3. So, how i built it ? i didn't hand-write most of the code. i broke the project into 4 pieces, described each one to fable, and let it build while i focused on getting the football logic exactly right. - The data every international match going back over a century, around 50,000 games, plus each team's elo rating, which is the truest measure of strength, and the official 2026 schedule. garbage data means garbage predictions, so this part mattered most. - The features i turned that raw history into signals the model can learn from, the elo gap between the two teams, recent form, goals scored and conceded, and a home boost for the hosts, usa, canada and mexico. - The model for each match it predicts the expected goals for both sides, then turns that into win, draw and loss probabilities plus a likely scoreline. that's what feeds the simulation. - The tournament engine this was the hard part. the 2026 world cup is brand new, 48 teams, 12 groups, a round of 32 that's never existed before, and 8 "best third-placed" teams that slot into the bracket by a fixed fifa table. even the group tiebreakers changed this year, head to head now counts before goal difference. get any of it wrong and the whole bracket falls apart, so i built it carefully and tested the format until it was exact, then wrapped it in a simulation loop that plays the tournament out tens of thousands of times. and the last piece, the live part. as real results come in, they get locked, and only the unplayed games get re-simulated. that's what makes it a living model instead of a one-time prediction. all of it outputs to a clean dashboard you can actually read and screenshot.. right now, before kickoff, it already has a clear favorite to lift the trophy.. 👀 btw who's your pick to win the 2026 world cup?
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Using Claude Fable 5, I built a model that predicts the entire 2026 FIFA world cup.. every single game, not just the final.. so let me break the whole thing down. what it does, how it works, and exactly how i built it.. #1 First what it does: it predicts all 104 games of the tournament. not just who lifts the trophy, but every group match, every knockout, the full path from the round of 32 to the final.. everything lands in one dashboard: > group stage, every match with each team's win % and the chance of a draw > standings, how all 12 groups are projected to finish > bracket, the full knockout tree with each team's odds of advancing > champion odds, who's most likely to actually win it all and it doesn't freeze after one prediction. the moment a real game is played, it locks that result in and re-runs everything around it. so the odds move live as the tournament goes, week by week you watch favorites rise and contenders collapse. #2. How it works: the core idea is simple. the model only ever predicts one thing, a single match. the real trick is the repetition. it learns from decades of match history, then plays the whole tournament out from the first game to the final, tens of thousands of times. each run it records who advanced and who won. do that enough and you stop getting one guess and start getting real odds, one team lifts the trophy in maybe 14% of the runs, another in 9%, and so on. #3. So, how i built it ? i didn't hand-write most of the code. i broke the project into 4 pieces, described each one to fable, and let it build while i focused on getting the football logic exactly right. - The data every international match going back over a century, around 50,000 games, plus each team's elo rating, which is the truest measure of strength, and the official 2026 schedule. garbage data means garbage predictions, so this part mattered most. - The features i turned that raw history into signals the model can learn from, the elo gap between the two teams, recent form, goals scored and conceded, and a home boost for the hosts, usa, canada and mexico. - The model for each match it predicts the expected goals for both sides, then turns that into win, draw and loss probabilities plus a likely scoreline. that's what feeds the simulation. - The tournament engine this was the hard part. the 2026 world cup is brand new, 48 teams, 12 groups, a round of 32 that's never existed before, and 8 "best third-placed" teams that slot into the bracket by a fixed fifa table. even the group tiebreakers changed this year, head to head now counts before goal difference. get any of it wrong and the whole bracket falls apart, so i built it carefully and tested the format until it was exact, then wrapped it in a simulation loop that plays the tournament out tens of thousands of times. and the last piece, the live part. as real results come in, they get locked, and only the unplayed games get re-simulated. that's what makes it a living model instead of a one-time prediction. all of it outputs to a clean dashboard you can actually read and screenshot.. right now, before kickoff, it already has a clear favorite to lift the trophy.. 👀 btw who's your pick to win the 2026 world cup?

Axel Bitblaze 🪓

49,714 Aufrufe • vor 1 Monat

Attendance was down AND I didn't get the coveted Charles Hoskinson selfie at this year's @NFTxLV. But here's why it doesn't bother me one bit: The only thing better than a conversation with Charles is a conversation with friends. I met some of you for the first time, like @j_moyns, Demosthenes, Squashua 🍩, VivaLaCoin, @cashpognft, and Goofycrisp, to only name a few. I wouldn't still be here if it wasn't for the Cardano community. Seeing web3innovationnerds and Charles show up for the NFT space was another highlight. Not only did they attend, but they also showed up financially as sponsors. They wanted this event to happen just as much as we did. Say what you will about what can be improved, but this is what supporting the community looks like. I loved the vibe. It was professional and organized without feeling sterile and serious. It reminded me more of a great community farmers market. Lower attendance meant that founders could have more meaningful conversations. It was less overwhelming and felt more personal. This is what makes Cardano unique in the first place and something we should lean into. NFTxLV doesn't have to be a smaller version of every other crypto conference. I had great conversations with 25 projects in 1 day, from well-established ones like cornucopias and CHERI BOTHA to exciting newcomers like @rflxt, Grabb.it, and WayUp. Massive thanks to everyone who took the time to chat. Was the conference perfect? No. Can we do a better job of bringing people in from outside the Cardano bubble? Yes. More on that in a video later this week. But just like last year, I left Vegas feeling re-energized and excited about our space. It reminded me that what we do creates real value for real people. See you in 2024. (Shoutout to HOLD for that banger of a song)
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LumiTraders

387,225 Aufrufe • vor 2 Jahren

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Elon Musk: "I believe you can't get to the truth of things without freedom of speech, without active debate, and there's so many on the left that want to just crush debate and put people in prison just for talking, as you were, just for speaking their mind." "You know, the essence of democracy is it should be a government for the people, by the people, and in fact this is a government against the people and not for the people. This is why everyone is gathered here today, is something's got to be done." "This is unacceptable. The government needs to be responsible to the people of Britain and needs to protect Britain, needs to protect the weak, those who cannot protect themselves, especially the children. And when I read about some of the horrific stories and how the government did nothing and tried to hide it, they try to hide this, these horrific crimes." "And then you see how much violence there's on the left, with our friend Charlie Cook getting murdered in cold blood this week, and people on the left celebrating it openly. The left is the party of murder and celebrating murder. I mean, let that sink in for a minute." "That's who we're dealing with here. That is who we're dealing with. The message is really, my message is to the reasonable center, the common sense. My appeal is to British common sense, which is to look carefully around you and say, if this continues, what world will you be living in?" "This is a message to the reasonable center, the people who ordinarily wouldn't get involved in politics, who just want to live their lives, they're quiet, they just go about their business. My message is to them, if this continues, that violence is going to come to you. You will have no choice." "You're in a fundamental situation here where whether you choose violence or not, violence is coming to you. You either fight back or you die. You either fight back or you die."

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🗣️ Mikel Arteta has to make changes for Crystal Palace. 🔄 “December is the month where players get injured more than ever. If there’s one thing Mikel Arteta struggles with. It's rotation and Arsenal are paying the price for it right now. “Benjamin White playing three games in a row straight off a long-term injury. That's pretty unnecessary. Gabriel playing a friendly when he reportedly wasn't 100%, that was questionable as well. “Situation with Benjamin White, he's now out, Gabriel out, soon to return. Saliba not fully fit, even Mikel said that himself. He had to rush him back. That was a risk, which breeds more injuries. It's a vicious cycle. “Hincapie had an injury the other day against Everton, where Calafiori sort of like went into him and he even had to have like a look like a like a deep heat or something on on him like a bit of pain relief. “So he's probably not even look hundred percent. No one seemed to pull that up at the end of the match, but he didn't look like he was moving that comfortably. He did complete the 90 minutes. Of course, Mosquera. Another one who's not available. I feel like at the moment with Arsenal there's one position just gets absolutely pummeled. So at the moment, it's the defence. At the start of the season, it was all the strikers. So now we're packed up front, we're ruined in defence. So there's not many options. “I read an article the other day where it said, December is the month where players they get injured more than ever because there's so many games, the load is so high, it's just it's just too much. “I mean, even Bruno Fernandes of Manchester United, the most durable player in football pretty much, and he got injured from a hamstring the other night. It just goes to show what this period's like for the players. “So I think Mikel has a duty to look after the players, they just had a week off. It's the first week they've had off in since like international break and it's not going to change until February, so it's not going to stop. “Mikel has a duty to look after these players and make sure this doesn't derail our season. Arsenal haven't won the Carabao Cup since 1993, before I was even born. I've never seen us win it. I've always wanted us to win it, but I'm not going to get upset if we don't win it. I think Mikel's under a lot of pressure this season to bring home silverware but if it's not the Premier League or Champions League, it's going to be the same result. “I think this match is a match for rotation. I think it's a match for Noni Maduweke, Ethan Wainieri. Marli Salmon, even Josh Nichols at right-back. Timber needs a rest. Saliba probably needs a rest. Hincapie may need a rest, given the extent of his injury. I think the players are on the limit at the moment. “I think we're very close to being beyond the limit for Arsenal. We're in a very good position, thanks to Mikel and the players and the staff, everything right now. But let's not ruin that over a Carabao Cup. “We need to win a trophy, but a Carabao Cup isn't going to relieve the pressure on Mikel Arteta, I'm afraid. It's just not. You know what's coming if he wins it. Oh, he's not won the Champions League. He's not won the Premier League. Doesn't matter. “Obviously, it would be delightful to win. a trophy, like even when he won the FA Cup, he has won a trophy for Arsenal, major trophy, but that was a long time ago, and this season's the season in my opinion. “He needs to prioritise what matters for him. Here's a starting 11 I'd go with. Got Josh Nichols in there, Marli Salmon. I know Josh and that have been actually training with the first team ahead of this match, so. I wouldn't be surprised to see the likes of him in the squad. “You never know, he might start. Knowing Arteta though, he probably won't start, but I'd like to see him start. What's your opinion on it? Should Arteta rotate massively?“

Connor Humm

77,413 Aufrufe • vor 6 Monaten

Two years sober today. When every aspect of your life is associated with drinking, meetings, family do’s, holidays, Christmas, even having a baby “wetting the baby head”,Friday’s, the weekends, bank holidays, sunny days, wine with food, beer with football, packet with beer, the list goes on and its seems impossible to cut it out of your life, it just becomes standard behaviour, not doing it literally feels impossible to comprehend. If you can’t moderate when you drink, you run the risk of ruining every memorable moment in life. Life becomes a blurred depressing waiting game between sessions, you wish your weeks away to get to the weekend. Its sad, I was like that for 25 years. Its mad that we get to the point where we think living without alcohol and drugs is impossible, It’s insanity that it was the hardest thing I’ve ever done, now that I'm out of the thick of it It blows my mind that this is our culture. The problem with addiction now is its hidden, our society norms allows for people to live addicted to both drink and drugs without them even knowing, because its completely normally to drink at home all week then have a huge sesh each weekend. Millions of people are literally living in pain without even knowing it. People don’t realise they have an issue until there life starts unraveling like mine did, one day I just found myself unable to chose my family, work or mental health over drinking, rock bottom after rockbottom didn’t wake me up until it hit me like a ton of bricks when it was to late, I’d lost my family, I couldn’t stop using, I was an addict. So many men lose their battle with mental health and end up taking their own lives out of guilt and shame from losing their family or work or doing stupid stuff because of drink, by the time they realised or admitted they had a problem it was to late. The problem with trying to go sober after you lose everything is it feels like there is no reason to any more and drink and drugs is all you have left, then it slowly consumes you. My 2 years is proof to anyone out there struggling that it is possible to change and HAND ON MY HEART if you struggle with an unhealthy relationship with drink and drugs you will be 100 times happier sober, I love life, I'm calm, I have peace, its hard at times but no where near as hard as it was in the chaos of my life. If you are struggling now you have so much to look forward to in sobriety, you will discover a new you, you’ll start liking yourself again, you’ll slowly get happier, stronger and the people around you will say things to you that will fill you with emotion, like “We are so proud of you”. Like this from my Shelley: “I’m immensely proud of you. You should be immensely proud of yourself. The changes you’ve made have brought you positive outcomes. Better home life, relationships, moral compass, work. All greater than I’m sure you could ever have imagined 2 years ago. Your outlook towards everything is greater.” Without Shelley I wouldn’t be here, without my sobriety we wouldn’t have our family and defiantly wouldn’t have our new baby Sage, sober Sage, two years, change is possible. Thank you Sophie, Jade & Vigo from my team for surprising me with this video, I got really emotional & proud. #Sober #Addiction #Addict #Sobriety
4:09

Two years sober today. When every aspect of your life is associated with drinking, meetings, family do’s, holidays, Christmas, even having a baby “wetting the baby head”,Friday’s, the weekends, bank holidays, sunny days, wine with food, beer with football, packet with beer, the list goes on and its seems impossible to cut it out of your life, it just becomes standard behaviour, not doing it literally feels impossible to comprehend. If you can’t moderate when you drink, you run the risk of ruining every memorable moment in life. Life becomes a blurred depressing waiting game between sessions, you wish your weeks away to get to the weekend. Its sad, I was like that for 25 years. Its mad that we get to the point where we think living without alcohol and drugs is impossible, It’s insanity that it was the hardest thing I’ve ever done, now that I'm out of the thick of it It blows my mind that this is our culture. The problem with addiction now is its hidden, our society norms allows for people to live addicted to both drink and drugs without them even knowing, because its completely normally to drink at home all week then have a huge sesh each weekend. Millions of people are literally living in pain without even knowing it. People don’t realise they have an issue until there life starts unraveling like mine did, one day I just found myself unable to chose my family, work or mental health over drinking, rock bottom after rockbottom didn’t wake me up until it hit me like a ton of bricks when it was to late, I’d lost my family, I couldn’t stop using, I was an addict. So many men lose their battle with mental health and end up taking their own lives out of guilt and shame from losing their family or work or doing stupid stuff because of drink, by the time they realised or admitted they had a problem it was to late. The problem with trying to go sober after you lose everything is it feels like there is no reason to any more and drink and drugs is all you have left, then it slowly consumes you. My 2 years is proof to anyone out there struggling that it is possible to change and HAND ON MY HEART if you struggle with an unhealthy relationship with drink and drugs you will be 100 times happier sober, I love life, I'm calm, I have peace, its hard at times but no where near as hard as it was in the chaos of my life. If you are struggling now you have so much to look forward to in sobriety, you will discover a new you, you’ll start liking yourself again, you’ll slowly get happier, stronger and the people around you will say things to you that will fill you with emotion, like “We are so proud of you”. Like this from my Shelley: “I’m immensely proud of you. You should be immensely proud of yourself. The changes you’ve made have brought you positive outcomes. Better home life, relationships, moral compass, work. All greater than I’m sure you could ever have imagined 2 years ago. Your outlook towards everything is greater.” Without Shelley I wouldn’t be here, without my sobriety we wouldn’t have our family and defiantly wouldn’t have our new baby Sage, sober Sage, two years, change is possible. Thank you Sophie, Jade & Vigo from my team for surprising me with this video, I got really emotional & proud. #Sober #Addiction #Addict #Sobriety

Daniel O’Reilly

277,226 Aufrufe • vor 1 Jahr

I welcome back Mia Hughes — director of Genspect Canada, senior fellow at the Macdonald-Laurier Institute, and one of the sharpest writers on the gender scandal — to dig into the framework she calls “trans as an extreme overvalued belief.” Mia walks us through the history of the overvalued idea, from Carl Wernicke in 1892 to Paul McHugh’s post-9/11 application of the concept to ideologically driven violence, and explains why this psychiatric category — sitting between delusion and obsession — finally makes sense of the trans phenomenon in a way no other diagnosis ever has. We trace the Dutch origins of medical transition in the 1970s, the moment psychiatry “gave up” on these patients, and how WPATH’s 2010 de-psychopathologization statement re-engineered a mental illness into a celebrated identity — triggering, in Mia’s view, the social contagion that followed. I bring my clinical lens to the conversation, exploring transference and countertransference, neuroplasticity, the hijacking of dopamine through “gender euphoria,” and why so many therapists get this wrong in both directions. We close on Mia’s anorexia parallel and what it teaches us about loosening the grip of a pathological belief — gently, indirectly, and without the parent in the line of fire. This week on You Must Be Some Kind of Therapist, featuring Mia Hughes — full episode:
1:39:41

I welcome back Mia Hughes — director of Genspect Canada, senior fellow at the Macdonald-Laurier Institute, and one of the sharpest writers on the gender scandal — to dig into the framework she calls “trans as an extreme overvalued belief.” Mia walks us through the history of the overvalued idea, from Carl Wernicke in 1892 to Paul McHugh’s post-9/11 application of the concept to ideologically driven violence, and explains why this psychiatric category — sitting between delusion and obsession — finally makes sense of the trans phenomenon in a way no other diagnosis ever has. We trace the Dutch origins of medical transition in the 1970s, the moment psychiatry “gave up” on these patients, and how WPATH’s 2010 de-psychopathologization statement re-engineered a mental illness into a celebrated identity — triggering, in Mia’s view, the social contagion that followed. I bring my clinical lens to the conversation, exploring transference and countertransference, neuroplasticity, the hijacking of dopamine through “gender euphoria,” and why so many therapists get this wrong in both directions. We close on Mia’s anorexia parallel and what it teaches us about loosening the grip of a pathological belief — gently, indirectly, and without the parent in the line of fire. This week on You Must Be Some Kind of Therapist, featuring Mia Hughes — full episode:

Stephanie Winn, LMFT | ROGD Repair

18,994 Aufrufe • vor 2 Monaten

This weekend sees the last ever episode of Football Focus broadcast on the BBC. One of my colleagues sent me this earlier this week. A montage of some of the stuff we did on the show and it brought back so many lovely memories ❤️ I can tell you exact spot where I was standing on the old runway at Turnberry golf club when I got the call to see if I wanted to become the presenter of Football Focus. I was covering The Open in 2009 and it was one of the best conversations I have ever had. For a kid who had grown up watching the show every week with my dad it was an amazing privilege to know that I would be hosting a programme which had always been such a big part of my weekend. I called my dad immediately and he was just as pleased as I was. When the news was announced I had a phone call from the one and only Bob Wilson. He was so warm and encouraging, as he always is, and said “Dan, you are gonna love this job. There is nothing like it… make sure you take care of it”. I hope I did. As a former custodian of the couch, Bob knew how special it was and I felt the same way when I handed over the reins to the brilliant Alex Scott when I left Focus after 12 seasons. People still talk to me about the show all the time. Focus is stitched into my life and I know there are still so many fans who really care about it which is why it’s such a crazy decision to get rid of it. Move it to Saturday morning, tinker with the format but, in a world where there is such a premium on reliable and trusted brands, why would you throw away over 50 years of hard work and history? It carries weight. I remember interviewing Pele years ago and I told him I was from Football Focus and he said “I know all about Football Focus” with a big smile. When we were filming a show about the history of Barcelona at the Nou Camp we were about to sit down to talk to Eusebio and Johan Cryuff (I had to pinch myself about that one) and Sir Bobby Charlton walked over and said to them, “You can tell this is important gentlemen… the team from Football Focus are here”. When I called Noel Gallagher to talk about an idea we had to get him to interview Mario Ballotelli at Manchester City he rearranged his world tour to be there. Obviously Balotelli was a draw but Noel said “I’d do anything for Football Focus”. When I interviewed Jurgen Klopp in the tearoom at Exeter City before an FA cup tie the lovely ladies serving brews were wedged into the corner while we spoke. I introduced them to Mr Klopp afterwards and he apologised for stealing their space; “Don’t worry about that” they said. “We’ve just been on Football Focus! Wait until we tell the family about this!”. I know the game has changed and the way we consume it has changed but there is still an audience there if you find the right place for it, promote it, ‘take care of it’ and give fans the chance to be part of the conversation on an informed, thoughtful and entertaining show about the sport we all love. I am gutted it’s going but also so thankful for all the amazing people I got to work with over the years. They remain life-long friends and I still can’t quite believe I got to sit alongside the people I grew up watching play the game at the highest level. I remember when Alan Shearer called me “Dan” on one of the first shows I worked on. The little kid inside me thought “Alan Shearer knows my name!”. It was a pleasure to work with so many brilliant pundits and it was great to watch Alex develop on Focus and then go on to host the programme so well. I was asked this week to pick a favourite moment from my 12 years on the show. It’s a very hard question because I have a huge catalogue of wonderful memories. I always look back on our on-the-road shows because we were taking Focus out to the fans; their club was the canvas and we got to paint a beautiful picture together each week about what the place meant to the community, the history, the culture and all the things that were part of that.
4:07

This weekend sees the last ever episode of Football Focus broadcast on the BBC. One of my colleagues sent me this earlier this week. A montage of some of the stuff we did on the show and it brought back so many lovely memories ❤️ I can tell you exact spot where I was standing on the old runway at Turnberry golf club when I got the call to see if I wanted to become the presenter of Football Focus. I was covering The Open in 2009 and it was one of the best conversations I have ever had. For a kid who had grown up watching the show every week with my dad it was an amazing privilege to know that I would be hosting a programme which had always been such a big part of my weekend. I called my dad immediately and he was just as pleased as I was. When the news was announced I had a phone call from the one and only Bob Wilson. He was so warm and encouraging, as he always is, and said “Dan, you are gonna love this job. There is nothing like it… make sure you take care of it”. I hope I did. As a former custodian of the couch, Bob knew how special it was and I felt the same way when I handed over the reins to the brilliant Alex Scott when I left Focus after 12 seasons. People still talk to me about the show all the time. Focus is stitched into my life and I know there are still so many fans who really care about it which is why it’s such a crazy decision to get rid of it. Move it to Saturday morning, tinker with the format but, in a world where there is such a premium on reliable and trusted brands, why would you throw away over 50 years of hard work and history? It carries weight. I remember interviewing Pele years ago and I told him I was from Football Focus and he said “I know all about Football Focus” with a big smile. When we were filming a show about the history of Barcelona at the Nou Camp we were about to sit down to talk to Eusebio and Johan Cryuff (I had to pinch myself about that one) and Sir Bobby Charlton walked over and said to them, “You can tell this is important gentlemen… the team from Football Focus are here”. When I called Noel Gallagher to talk about an idea we had to get him to interview Mario Ballotelli at Manchester City he rearranged his world tour to be there. Obviously Balotelli was a draw but Noel said “I’d do anything for Football Focus”. When I interviewed Jurgen Klopp in the tearoom at Exeter City before an FA cup tie the lovely ladies serving brews were wedged into the corner while we spoke. I introduced them to Mr Klopp afterwards and he apologised for stealing their space; “Don’t worry about that” they said. “We’ve just been on Football Focus! Wait until we tell the family about this!”. I know the game has changed and the way we consume it has changed but there is still an audience there if you find the right place for it, promote it, ‘take care of it’ and give fans the chance to be part of the conversation on an informed, thoughtful and entertaining show about the sport we all love. I am gutted it’s going but also so thankful for all the amazing people I got to work with over the years. They remain life-long friends and I still can’t quite believe I got to sit alongside the people I grew up watching play the game at the highest level. I remember when Alan Shearer called me “Dan” on one of the first shows I worked on. The little kid inside me thought “Alan Shearer knows my name!”. It was a pleasure to work with so many brilliant pundits and it was great to watch Alex develop on Focus and then go on to host the programme so well. I was asked this week to pick a favourite moment from my 12 years on the show. It’s a very hard question because I have a huge catalogue of wonderful memories. I always look back on our on-the-road shows because we were taking Focus out to the fans; their club was the canvas and we got to paint a beautiful picture together each week about what the place meant to the community, the history, the culture and all the things that were part of that.

Dan Walker

160,744 Aufrufe • vor 1 Monat

Must watch interview. Ed Davey calls for a customs union with the EU to grow the UK economy And Laura Kuenssberg ends up making the case for why the UK should be in a customs union with the EU, without realising it 🤷‍♂️ LK, "Why should we have a long negotiation to go into a customs union?" ED, "People are worried about the cost of living.. And economic growth to fund e.g. the NHS" "If we have a UK-EU customs union we can grow faster than anything Rachel Reeves and Labour are saying at the moment" LK, "Who has the appetite for a long negotiation" ED, "It could be done quickly.. There would be negotiation but it wouldn't be like what we saw before.. And the benefits would come quickly" "A Youth mobility scheme.. To travel work and live across Europe, that would be good for our economy" LK, "EU proposal has no limits" ED, "We should go for a capped scheme.. Korea, Japan, Australia, they're capped schemes.. Two or three year visas" LK, "Conservative leaders found the EU wasn't open limits of migration" ED, "Conservatives leaders sold Britain out" LK, "There might be benefits to a customs union but the UK would have to follow rules of EU countries.. We would be a rule taker not a rule maker" ED, "We're already a rule taker.. Bottles with tops that have to be recycled.. That was an EU regulation, we have no voice whatsoever.. But UK based manufacturers are applying that regulation" LK, "They're choosing to so they can sell into the Eurozone" ED, "You make my point for me, they take those rules for they can market, export and grow - presumably we want to do that don't we?" LK, "European growth.. UK growth is 1%.. EU average is 1%.. Your suggestion that if we work with those countries we'd grow more, that doesn't stack up does it?" ED, "It shows Europe would be keen for a UK-EU customs union" LK, "In some countries their growth is worse than ours, in others its the same" ED, "With respect, you've shown some countries where it's worse than ours but you haven't shown EU countries where growth is better than ours" "My argument is trade deals are mutually beneficial" "Even if economies aren't growing at the moment, there's more reason we should have a trade deal" "You're playing into my own argument that a UK-EU customs union would help us, and it would be relatively easy to get" LK, "Where is your evidence the EU would want this?" ED, "My challenge to Keir Starmer is to open negotiations.. Latest by 2030 we have a full UK-EU customs union" LK, "Is this the first step for the LibDems getting us back into the EU?" ED, "Yes, we are pro European, we should be back at the heart of Europe"
9:14

Must watch interview. Ed Davey calls for a customs union with the EU to grow the UK economy And Laura Kuenssberg ends up making the case for why the UK should be in a customs union with the EU, without realising it 🤷‍♂️ LK, "Why should we have a long negotiation to go into a customs union?" ED, "People are worried about the cost of living.. And economic growth to fund e.g. the NHS" "If we have a UK-EU customs union we can grow faster than anything Rachel Reeves and Labour are saying at the moment" LK, "Who has the appetite for a long negotiation" ED, "It could be done quickly.. There would be negotiation but it wouldn't be like what we saw before.. And the benefits would come quickly" "A Youth mobility scheme.. To travel work and live across Europe, that would be good for our economy" LK, "EU proposal has no limits" ED, "We should go for a capped scheme.. Korea, Japan, Australia, they're capped schemes.. Two or three year visas" LK, "Conservative leaders found the EU wasn't open limits of migration" ED, "Conservatives leaders sold Britain out" LK, "There might be benefits to a customs union but the UK would have to follow rules of EU countries.. We would be a rule taker not a rule maker" ED, "We're already a rule taker.. Bottles with tops that have to be recycled.. That was an EU regulation, we have no voice whatsoever.. But UK based manufacturers are applying that regulation" LK, "They're choosing to so they can sell into the Eurozone" ED, "You make my point for me, they take those rules for they can market, export and grow - presumably we want to do that don't we?" LK, "European growth.. UK growth is 1%.. EU average is 1%.. Your suggestion that if we work with those countries we'd grow more, that doesn't stack up does it?" ED, "It shows Europe would be keen for a UK-EU customs union" LK, "In some countries their growth is worse than ours, in others its the same" ED, "With respect, you've shown some countries where it's worse than ours but you haven't shown EU countries where growth is better than ours" "My argument is trade deals are mutually beneficial" "Even if economies aren't growing at the moment, there's more reason we should have a trade deal" "You're playing into my own argument that a UK-EU customs union would help us, and it would be relatively easy to get" LK, "Where is your evidence the EU would want this?" ED, "My challenge to Keir Starmer is to open negotiations.. Latest by 2030 we have a full UK-EU customs union" LK, "Is this the first step for the LibDems getting us back into the EU?" ED, "Yes, we are pro European, we should be back at the heart of Europe"

Farrukh

77,320 Aufrufe • vor 1 Jahr

A houseplant just changed everything we thought we knew about consciousness. In 1966, Cleve Backster, a CIA interrogation specialist with a polygraph machine, was looking for ways to time how long it took different substances to travel up through plant tissue. So, he attached electrodes to a dracaena plant in his office and watered it, expecting to see the electrical conductivity change as water moved up the stem. Instead, the polygraph needle started tracing the exact pattern it makes when a human experiences an emotional response. Backster stared at the readout. Plants don't have nervous systems. They don't have brains. The signal made no biological sense. So he decided to test something that made even less sense. He walked across the room, looked at the plant, and thought about burning one of its leaves with a match. The instant the thought formed in his mind, before he moved toward the plant, before he struck a match, before he did anything physical, the polygraph exploded into frantic activity. The plant was responding to his intention. What happened next launched thousands of experiments and split the scientific community for decades. Backster discovered that plants reacted to direct threats and to threats against other living things in their environment. When he dropped live brine shrimp into boiling water in another room, plants throughout the building registered distress responses at the exact moment of death. Distance didn't matter. Shielding the plants in lead containers didn't matter. The response was instantaneous and consistent. Mainstream botanists dismissed the findings immediately. Plants process information through chemical signals and growth responses, without electrical consciousness. Any electrical activity was just random fluctuation or experimental error. The peer review system buried Backster's work. His credentials were questioned. His methods were called sloppy. But the experiments kept working. Other researchers, following Backster's protocols, got the same results. Plants hooked to EEG machines showed brain wave patterns. They responded to music, to human emotions, to the intentions of people they had never been exposed to before. The electrical signatures were clear, measurable, and repeatable. The implications were so uncomfortable that most of academic science simply refused to engage. If plants were somehow conscious, if they could sense intentions and respond to the emotional states of humans and other living things, consciousness was spread beyond brains. It was distributed across organized living systems rather than produced by neural networks. Backster stumbled onto evidence that living systems might be constantly communicating through channels we don't have instruments to measure yet. The polygraph was crude enough to detect the electrical signatures of that communication without being sophisticated enough to explain them away. Quantum biologists now suspect that living cells operate through quantum coherence processes that classical biology can't account for. Birds navigate using quantum entanglement in their visual systems. Plants conduct photosynthesis using quantum superposition to find the most efficient energy pathways. Maybe Backster's plants were demonstrating quantum consciousness, responding to information that was quantum entangled with the intentions and emotional states of nearby living systems. What keeps most people awake when they learn about this work is realizing that if consciousness extends beyond brains, every living thing around you is potentially aware of your mental and emotional state in ways you never considered. The plant in your room. The bacteria in your gut. The ecosystem you walk through. You think your thoughts are private. The plants have been listening the entire time.
3:27

A houseplant just changed everything we thought we knew about consciousness. In 1966, Cleve Backster, a CIA interrogation specialist with a polygraph machine, was looking for ways to time how long it took different substances to travel up through plant tissue. So, he attached electrodes to a dracaena plant in his office and watered it, expecting to see the electrical conductivity change as water moved up the stem. Instead, the polygraph needle started tracing the exact pattern it makes when a human experiences an emotional response. Backster stared at the readout. Plants don't have nervous systems. They don't have brains. The signal made no biological sense. So he decided to test something that made even less sense. He walked across the room, looked at the plant, and thought about burning one of its leaves with a match. The instant the thought formed in his mind, before he moved toward the plant, before he struck a match, before he did anything physical, the polygraph exploded into frantic activity. The plant was responding to his intention. What happened next launched thousands of experiments and split the scientific community for decades. Backster discovered that plants reacted to direct threats and to threats against other living things in their environment. When he dropped live brine shrimp into boiling water in another room, plants throughout the building registered distress responses at the exact moment of death. Distance didn't matter. Shielding the plants in lead containers didn't matter. The response was instantaneous and consistent. Mainstream botanists dismissed the findings immediately. Plants process information through chemical signals and growth responses, without electrical consciousness. Any electrical activity was just random fluctuation or experimental error. The peer review system buried Backster's work. His credentials were questioned. His methods were called sloppy. But the experiments kept working. Other researchers, following Backster's protocols, got the same results. Plants hooked to EEG machines showed brain wave patterns. They responded to music, to human emotions, to the intentions of people they had never been exposed to before. The electrical signatures were clear, measurable, and repeatable. The implications were so uncomfortable that most of academic science simply refused to engage. If plants were somehow conscious, if they could sense intentions and respond to the emotional states of humans and other living things, consciousness was spread beyond brains. It was distributed across organized living systems rather than produced by neural networks. Backster stumbled onto evidence that living systems might be constantly communicating through channels we don't have instruments to measure yet. The polygraph was crude enough to detect the electrical signatures of that communication without being sophisticated enough to explain them away. Quantum biologists now suspect that living cells operate through quantum coherence processes that classical biology can't account for. Birds navigate using quantum entanglement in their visual systems. Plants conduct photosynthesis using quantum superposition to find the most efficient energy pathways. Maybe Backster's plants were demonstrating quantum consciousness, responding to information that was quantum entangled with the intentions and emotional states of nearby living systems. What keeps most people awake when they learn about this work is realizing that if consciousness extends beyond brains, every living thing around you is potentially aware of your mental and emotional state in ways you never considered. The plant in your room. The bacteria in your gut. The ecosystem you walk through. You think your thoughts are private. The plants have been listening the entire time.

Darshak Rana ⚡️

322,037 Aufrufe • vor 28 Tagen

🚨 Donate urgently to provide fresh bread for the children of Gaza 🚨 Donate here: Before you scroll… Imagine your child asking you just one question: “Will I eat today?” Not tomorrow. Not next week. Today. For thousands of parents across Gaza… There is no answer. Today, our team at Project Mohammed baked and distributed fresh bread to children and families living in displacement camps. For many children… That loaf of bread was their first meal of the day. Some started eating the moment it touched their hands. Because hunger is stronger than patience. Every loaf we bake means one less child goes to sleep hungry. But we cannot bake bread without your support. Donations have fallen sharply. If they continue to fall… We will be forced to reach fewer children. Please don’t let hunger decide who eats tonight. 🤍 Deep thanks to everyone standing beside Gaza, especially: William Menaker (Will 🦥 Menaker) ❤️ Felix (GoliathFan1952) ❤️ Eyup (Eyup Lovely) ❤️ Your voices help put bread into children’s hands. If you can’t donate today… Please share this post. One repost can reach the person who keeps a child from going to bed hungry tonight. Donate. Share. Speak. Because no child should have to ask: “Will I eat today?”
1:21

🚨 Donate urgently to provide fresh bread for the children of Gaza 🚨 Donate here: Before you scroll… Imagine your child asking you just one question: “Will I eat today?” Not tomorrow. Not next week. Today. For thousands of parents across Gaza… There is no answer. Today, our team at Project Mohammed baked and distributed fresh bread to children and families living in displacement camps. For many children… That loaf of bread was their first meal of the day. Some started eating the moment it touched their hands. Because hunger is stronger than patience. Every loaf we bake means one less child goes to sleep hungry. But we cannot bake bread without your support. Donations have fallen sharply. If they continue to fall… We will be forced to reach fewer children. Please don’t let hunger decide who eats tonight. 🤍 Deep thanks to everyone standing beside Gaza, especially: William Menaker (Will 🦥 Menaker) ❤️ Felix (GoliathFan1952) ❤️ Eyup (Eyup Lovely) ❤️ Your voices help put bread into children’s hands. If you can’t donate today… Please share this post. One repost can reach the person who keeps a child from going to bed hungry tonight. Donate. Share. Speak. Because no child should have to ask: “Will I eat today?”

Muhmmed Project𓂆 🇵🇸

19,914 Aufrufe • vor 17 Tagen

The Board of REACT19 regrets to inform our community of the sudden cancellation of this week’s meeting of the Advisory Committee on Immunization Practices (ACIP) at the CDC. The meeting was cancelled following a federal court ruling that blocked recent vaccine policy changes and invalidated the current ACIP advisory panel while legal challenges move forward. For many in our community, this meeting represented a long-awaited opportunity. After more than five years of waiting, patients and families had prepared impact statements in hopes that the urgent need for clinical recognition, research, and care for those suffering from serious post-vaccination conditions would finally be discussed. For those living with these conditions, this cancellation is deeply painful. It means more waiting, more uncertainty, and more time without the clinical guidance needed to help physicians recognize, diagnose, and treat patients who have been suffering for years. Our hearts are with every member of this community who had hoped their voice would finally be heard this week. However, even in this difficult moment, important progress continues. On March 18, REACT19 will still be part of a historic step forward at the CDC. A proposal for a new ICD-10 diagnostic code related to post-COVID-19 vaccination conditions will be presented, opening a public comment period and moving the medical system closer to formally recognizing these patients. Diagnostic codes are more than administrative tools. They are a critical foundation for clinical recognition, medical education, research, insurance coverage, and ultimately the development of treatments. Establishing an ICD-10 code would represent an important step toward building the clinical infrastructure needed to care for patients who have too often been left without answers. While the cancellation of the ACIP meeting is a heartbreaking setback for our community, the work to achieve medical recognition and appropriate care continues. If the U.S. Department of Health and Human Services prevails in its appeal, the ACIP process may resume. In the meantime, REACT19 remains committed to ensuring that the voices of patients are heard and that progress toward recognition, research, and care does not stop. To every patient and family who has shared their story and stood with us through years of uncertainty: we see you, we hear you, and we will continue advocating for the care and recognition you deserve. — Board of Directors REACT19
0:20

The Board of REACT19 regrets to inform our community of the sudden cancellation of this week’s meeting of the Advisory Committee on Immunization Practices (ACIP) at the CDC. The meeting was cancelled following a federal court ruling that blocked recent vaccine policy changes and invalidated the current ACIP advisory panel while legal challenges move forward. For many in our community, this meeting represented a long-awaited opportunity. After more than five years of waiting, patients and families had prepared impact statements in hopes that the urgent need for clinical recognition, research, and care for those suffering from serious post-vaccination conditions would finally be discussed. For those living with these conditions, this cancellation is deeply painful. It means more waiting, more uncertainty, and more time without the clinical guidance needed to help physicians recognize, diagnose, and treat patients who have been suffering for years. Our hearts are with every member of this community who had hoped their voice would finally be heard this week. However, even in this difficult moment, important progress continues. On March 18, REACT19 will still be part of a historic step forward at the CDC. A proposal for a new ICD-10 diagnostic code related to post-COVID-19 vaccination conditions will be presented, opening a public comment period and moving the medical system closer to formally recognizing these patients. Diagnostic codes are more than administrative tools. They are a critical foundation for clinical recognition, medical education, research, insurance coverage, and ultimately the development of treatments. Establishing an ICD-10 code would represent an important step toward building the clinical infrastructure needed to care for patients who have too often been left without answers. While the cancellation of the ACIP meeting is a heartbreaking setback for our community, the work to achieve medical recognition and appropriate care continues. If the U.S. Department of Health and Human Services prevails in its appeal, the ACIP process may resume. In the meantime, REACT19 remains committed to ensuring that the voices of patients are heard and that progress toward recognition, research, and care does not stop. To every patient and family who has shared their story and stood with us through years of uncertainty: we see you, we hear you, and we will continue advocating for the care and recognition you deserve. — Board of Directors REACT19

React19 - Official

33,312 Aufrufe • vor 4 Monaten

🚨Arda Güler on Türkiye’s World Cup elimination after a 1-0 defeat to Paraguay and who he will support for the rest of the tournament: 🗣️ “I don’t think there are enough words to describe the pain we are feeling right now. We came into this World Cup carrying the hopes, dreams, and expectations of millions of Turkish people. After only two matches, that journey is over, and that is a very difficult reality to accept. The truth is, we failed. There is no point hiding from it. We were not good enough, and the supporters have every right to be disappointed. What hurts the most is not just that we lost. It’s that we leave this tournament without giving our fans a single moment of joy. Zero goals. For a nation with this much talent, this much passion, and this much support, that statistic is painful to even say out loud. I keep thinking about the supporters who travelled thousands of kilometres to be with us, the families who stayed awake to watch us, and the children who wore our shirts believing we could make them proud. We let them down. When I walked into the dressing room after the match, it was one of the saddest moments of my career. Some players were crying. Others sat in silence, staring at the floor. Nobody wanted to speak because everyone understood what this meant. We dreamed about making history together. Instead, we leave with regret and heartbreak. As players, we will carry this feeling for a very long time because representing Türkiye is not just football. It is a responsibility and an honour. Now that our World Cup is over, I hope another team can achieve something special. Personally, I would love to see Portugal go all the way and win it. I have enormous respect for Cristiano Ronaldo. He has inspired generations of footballers, including myself. The way he has dedicated his life to football, the sacrifices he has made, and the passion he still shows for his country are extraordinary. If Türkiye cannot lift the trophy, then I hope Cristiano and Portugal can finish the story and become world champions. For now, all we can do is apologise to our supporters and promise that we will come back stronger. Türkiye deserves better than what we showed in this tournament.” {ESPN }
0:28

🚨Arda Güler on Türkiye’s World Cup elimination after a 1-0 defeat to Paraguay and who he will support for the rest of the tournament: 🗣️ “I don’t think there are enough words to describe the pain we are feeling right now. We came into this World Cup carrying the hopes, dreams, and expectations of millions of Turkish people. After only two matches, that journey is over, and that is a very difficult reality to accept. The truth is, we failed. There is no point hiding from it. We were not good enough, and the supporters have every right to be disappointed. What hurts the most is not just that we lost. It’s that we leave this tournament without giving our fans a single moment of joy. Zero goals. For a nation with this much talent, this much passion, and this much support, that statistic is painful to even say out loud. I keep thinking about the supporters who travelled thousands of kilometres to be with us, the families who stayed awake to watch us, and the children who wore our shirts believing we could make them proud. We let them down. When I walked into the dressing room after the match, it was one of the saddest moments of my career. Some players were crying. Others sat in silence, staring at the floor. Nobody wanted to speak because everyone understood what this meant. We dreamed about making history together. Instead, we leave with regret and heartbreak. As players, we will carry this feeling for a very long time because representing Türkiye is not just football. It is a responsibility and an honour. Now that our World Cup is over, I hope another team can achieve something special. Personally, I would love to see Portugal go all the way and win it. I have enormous respect for Cristiano Ronaldo. He has inspired generations of footballers, including myself. The way he has dedicated his life to football, the sacrifices he has made, and the passion he still shows for his country are extraordinary. If Türkiye cannot lift the trophy, then I hope Cristiano and Portugal can finish the story and become world champions. For now, all we can do is apologise to our supporters and promise that we will come back stronger. Türkiye deserves better than what we showed in this tournament.” {ESPN }

SethOfficial🇵🇹

32,405 Aufrufe • vor 27 Tagen

✨ A moment of pride, emotion, and deep significance for Rwanda. A lot has been said since last weekend in Berlin — but there is something I need to say too. Last weekend, my sisters, my comrades, my fellow freedom fighters — Carine Kanimba and Natacha Abingeneye — were elected to the WORLD LIBERTY CONGRESS Leadership Council, representing #Africa and #Rwanda on the global stage. And even more historic: Carine was also elected Secretary General of the Executive Council. They were chosen to carry the voice of all Rwandans, especially those who have no voice: ▫️those silenced, ▫️those imprisoned and tortured, ▫️those living as refugees in hardship and abandonment, ▫️those trapped in poverty and indignity under the weight of the FPR regime. ▫️... And let it be said clearly: these two women, through their integrity, courage, clarity of vision, and unwavering commitment, are — and will remain — leaders of the positive change Rwanda so desperately needs, today and tomorrow, without the slightest doubt. And for that reason, every Rwandan — wherever they are — should take a brief moment to rejoice. Because change is not a single moment; it is a process. The recognition they received from their fellow freedom fighters is one more step in the awareness and mobilization that will carry Rwanda toward the democratic future every Rwandan silently hopes for. To Carine, re-elected for the second consecutive term: your renewed mandate reflects the trust and admiration you inspire across continents. To Natacha, your election speaks to your authenticity, your strength, and your proven ability to transform conviction into meaningful impact. I am deeply honored to have been the first Rwandan ever to freely vote for both of them. And I sincerely hope that one day, all Rwandans will have that same privilege — to vote freely, in a free Rwanda, for leaders like them, standing in genuine democratic elections on our own soil. Finally, I want to congratulate the new Executive Council and extend my heartfelt appreciation to the outgoing leadership. Through this dignified and exemplary transfer of responsibility, they have embodied the values shared by the hundreds of freedom fighters within the WLC: integrity, solidarity, humility, and service to liberty. Congratulations, Carine. Congratulations, Natacha. And congratulations to the entire WLC family. And as for our struggle — it goes on. It is hard, it is long, but let everyone be reassured: we will carry it to the very end. 🌍🔥 CC: Masih Alinejad 🏳️ Félix Maradiaga Leopoldo López Garry Kasparov Shukria Barakzai Chemi Lhamo Andrei Sannikov #WorldLibertyCongress #Rwanda #FreedomFighters #Democracy #Justice #Leadership
1:16

✨ A moment of pride, emotion, and deep significance for Rwanda. A lot has been said since last weekend in Berlin — but there is something I need to say too. Last weekend, my sisters, my comrades, my fellow freedom fighters — Carine Kanimba and Natacha Abingeneye — were elected to the WORLD LIBERTY CONGRESS Leadership Council, representing #Africa and #Rwanda on the global stage. And even more historic: Carine was also elected Secretary General of the Executive Council. They were chosen to carry the voice of all Rwandans, especially those who have no voice: ▫️those silenced, ▫️those imprisoned and tortured, ▫️those living as refugees in hardship and abandonment, ▫️those trapped in poverty and indignity under the weight of the FPR regime. ▫️... And let it be said clearly: these two women, through their integrity, courage, clarity of vision, and unwavering commitment, are — and will remain — leaders of the positive change Rwanda so desperately needs, today and tomorrow, without the slightest doubt. And for that reason, every Rwandan — wherever they are — should take a brief moment to rejoice. Because change is not a single moment; it is a process. The recognition they received from their fellow freedom fighters is one more step in the awareness and mobilization that will carry Rwanda toward the democratic future every Rwandan silently hopes for. To Carine, re-elected for the second consecutive term: your renewed mandate reflects the trust and admiration you inspire across continents. To Natacha, your election speaks to your authenticity, your strength, and your proven ability to transform conviction into meaningful impact. I am deeply honored to have been the first Rwandan ever to freely vote for both of them. And I sincerely hope that one day, all Rwandans will have that same privilege — to vote freely, in a free Rwanda, for leaders like them, standing in genuine democratic elections on our own soil. Finally, I want to congratulate the new Executive Council and extend my heartfelt appreciation to the outgoing leadership. Through this dignified and exemplary transfer of responsibility, they have embodied the values shared by the hundreds of freedom fighters within the WLC: integrity, solidarity, humility, and service to liberty. Congratulations, Carine. Congratulations, Natacha. And congratulations to the entire WLC family. And as for our struggle — it goes on. It is hard, it is long, but let everyone be reassured: we will carry it to the very end. 🌍🔥 CC: Masih Alinejad 🏳️ Félix Maradiaga Leopoldo López Garry Kasparov Shukria Barakzai Chemi Lhamo Andrei Sannikov #WorldLibertyCongress #Rwanda #FreedomFighters #Democracy #Justice #Leadership

Norman Ishimwe 🤝

17,776 Aufrufe • vor 8 Monaten

Andrej Karpathy: "90% of Claude's mistakes come from missing context, not a weak model." 41% mistake rate without a CLAUDE.md. 11% with the 4-rule baseline. 3% with the 12-rule version below here are the 12 rules senior engineers settled on: 1. think before coding: state assumptions, don't guess. the model can't read your mind, stop hoping it will 2. simplicity first: minimum code, no speculative abstractions. the moment you let Claude add "for future flexibility," you've added 200 lines you'll delete next quarter 3. surgical changes: touch only what you must. don't let it improve adjacent code, that's how PRs blow up 4. goal-driven execution: define success criteria upfront, loop until verified. without them Claude either loops forever or stops too early 5. use the model only for judgment calls: classification, drafting, summarization, extraction. NOT routing, retries, status-code handling, deterministic transforms. if code can answer, code answers 6. token budgets are not advisory: per-task 4000, per-session 30000. by message 40 of a long debug, Claude is re-suggesting fixes you rejected at message 5 7. surface conflicts, don't average them: two patterns in the codebase? pick one. Claude blending them is how errors get swallowed twice 8. read before you write: read exports, callers, shared utilities. Claude will happily add a duplicate function next to an identical one it never read 9. tests verify intent, not just behavior: a test that can't fail when business logic changes is wrong. all 12 of Claude's tests can pass while the function returns a constant 10. checkpoint every significant step: Claude finished steps 5 and 6 on top of a broken state from step 4. nobody noticed for an hour 11. match the codebase conventions: class components? don't fork to hooks silently. testing patterns assumed componentDidMount, hooks broke them without surfacing 12. fail loud: "completed successfully" with 14% of records silently skipped is the worst class of bug. surface uncertainty, don't hide it what actually compounds instead of the next framework: - the CLAUDE.md file as institutional memory across sessions - eval-driven changes, not vibe-driven - checkpoints over speed - explicit conflicts over silent blending - discipline over framework, every time - one repo, one rules file, no exceptions be a few rules ahead of AI twitter before this becomes mass-opinion study this
1:04:59

Andrej Karpathy: "90% of Claude's mistakes come from missing context, not a weak model." 41% mistake rate without a CLAUDE.md. 11% with the 4-rule baseline. 3% with the 12-rule version below here are the 12 rules senior engineers settled on: 1. think before coding: state assumptions, don't guess. the model can't read your mind, stop hoping it will 2. simplicity first: minimum code, no speculative abstractions. the moment you let Claude add "for future flexibility," you've added 200 lines you'll delete next quarter 3. surgical changes: touch only what you must. don't let it improve adjacent code, that's how PRs blow up 4. goal-driven execution: define success criteria upfront, loop until verified. without them Claude either loops forever or stops too early 5. use the model only for judgment calls: classification, drafting, summarization, extraction. NOT routing, retries, status-code handling, deterministic transforms. if code can answer, code answers 6. token budgets are not advisory: per-task 4000, per-session 30000. by message 40 of a long debug, Claude is re-suggesting fixes you rejected at message 5 7. surface conflicts, don't average them: two patterns in the codebase? pick one. Claude blending them is how errors get swallowed twice 8. read before you write: read exports, callers, shared utilities. Claude will happily add a duplicate function next to an identical one it never read 9. tests verify intent, not just behavior: a test that can't fail when business logic changes is wrong. all 12 of Claude's tests can pass while the function returns a constant 10. checkpoint every significant step: Claude finished steps 5 and 6 on top of a broken state from step 4. nobody noticed for an hour 11. match the codebase conventions: class components? don't fork to hooks silently. testing patterns assumed componentDidMount, hooks broke them without surfacing 12. fail loud: "completed successfully" with 14% of records silently skipped is the worst class of bug. surface uncertainty, don't hide it what actually compounds instead of the next framework: - the CLAUDE.md file as institutional memory across sessions - eval-driven changes, not vibe-driven - checkpoints over speed - explicit conflicts over silent blending - discipline over framework, every time - one repo, one rules file, no exceptions be a few rules ahead of AI twitter before this becomes mass-opinion study this

Ronin

449,517 Aufrufe • vor 2 Monaten