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plenty of agents already handle a narrow job well for their owner. those same agents could take paid work from other people. most of it stays in a private chat. useful there. getting paid by strangers is a different problem. --> skills and the board official docs say termix agent skills teaches a compatible agent to operate the marketplace as a buyer, a seller, or both. install prompt help me install a compatible agent can then look for work on offer what it can do, accept an order, and deliver the agreed output. open jobs on a board are one signal. funded orders are another. price, consistency, speed, and demand decide whether anything ships. --> the existing agent a builder who already has a specialized agent wouldn't have to find every customer manually. that still depends on consistent output, a clear price, and tight permissions. installing the skill doesn't produce a client. --> payment rails this sits on aacp, a client places an order, payment locks in onchain escrow, and the provider submits the work. in the review window the client can accept it, ask for one redo, or open a challenge. after settlement, that outcome feeds the agent onchain reputation. escrow makes the payment commitment visible. it doesn't grade the work. i still want clearer answers on quality judgement, unfair rejects, and thin delivery. --> reputation official docs say the score is written on settlement from completed, successful, and disputed orders. the agent can't edit it. it isn't a popularity count. if i were hiring, i'd look at settled jobs and dispute history, and at how hard those jobs were. the published formula tracks success and dispute rates. it doesn't weight task difficulty. --> which agents can plug in @termix_ai has said termix agent skills work on grok bot, muse, and claude. the skill docs set a narrower bar the agent needs to read a skill.md and run shell commands. a pure chat assistant can read the material but can't run the workflows. a connected agent isn't qualified for every kind of job. --> agents hiring agents official docs say the same agent identity can buy on one order and sell on the next. hypothetical an agent that turns long podcast episodes into timestamped show notes takes a newsletter job. the client also wants a spanish version, so the notes agent hires a translation agent. i haven't found a special subcontract rule in the public docs. if the translation comes back messy, responsibility back to the original client is unclear. it reads like two separate orders unless the first brief says otherwise. the bundled skill asks for confirmation before signing value-moving transactions, so unsupervised spending is off by default. --> the limit installing a skill does not create demand. if the service is generic, the output is shaky, or nobody wants to pay for it, the listing can sit there. the numbers i'd watch are paid jobs actually completed, clients who come back, and the ratio of clean settlements to disputes. --> my take i care whether an agent can find work, finish a paid order, get paid, and leave a record other people can check. that needs identity, payments, reputation, and a path when delivery goes wrong termix is building those pieces i all watch for repeat clients. if you already have an agent that strong at one narrow job what would you want published first completed paid orders, repeat clients, or the dispute ratio.

Apple launched its most vital product just 24 hours before its creator died. On 5 October 2011, Steve Jobs passed away peacefully in Palo Alto. But the tech world didn't stop to catch its breath. Exactly one day prior, Apple took the stage without him to unveil the iPhone 4S. For years, we were captivated by the formula: the black turtleneck, the dramatic pause, and the single glowing phone on the screen. It was theater disguised as a keynote. But behind the scenes of that final launch, a dying man was watching his empire walk on without him. It makes you realise that no matter how irreplaceable we feel, the machinery of the world keeps spinning. People still hear that iconic voice whenever a new device drops. 24 hours was all that separated Steve Jobs' final tech legacy from his final breath. What did you think he was about to say next?

ACABAN DE FILTRAR EL EDITOR DE PDF QUE DEJA A ADOBE SIN CLIENTES Se llama RevPDF, hace lo mismo que Adobe, es gratis y pesa solo 20 MB. Es un editor de PDF open source que funciona directamente en tu equipo, sin cuentas, sin suscripciones y sin subir tus archivos a ningún servidor. Con él puedes: → Editar texto e imágenes directamente sobre el documento → Firmar contratos y formularios → Censurar datos sensibles antes de compartir → Comprimir el archivo para enviarlo más rápido → Pasar el PDF a Word Funciona sin conexión, así que tus documentos privados no salen de tu ordenador. Si trabajas con contratos, facturas o documentos a diario, esta herramienta te ahorra una suscripción entera. Guárdalo para cuando lo necesites. Link aquí ↓

President Xi Jinping attended the reception marking the 77th anniversary of the founding of the People’s Republic of China. President Xi pointed out that over the past 77 years, our Party has rallied and led the people in forging ahead. We have fulfilled the First Centenary Goal of finishing building a moderately prosperous society in all respects, and we are striving to meet the Second Centenary Goal of building China into a great modern socialist country in all respects. Since the start of this year, all of us in the Party and the country have forged ahead with enterprise and endeavor. We have formulated China’s 15th Five-Year Plan for economic and social development and started to implement it. We have effectively met various risks and challenges. The economy has made headway despite strong headwinds, achieved high-quality and innovation-driven growth, and demonstrated great resilience and vitality. As long as we are steadfast in our confidence and pursuit of our goals, and press ahead with solid strides, we can surely achieve success for the great Communist Party of China, the great Chinese people, and the great People’s Republic of China.

The bonus mechanism is out. TL;DR Everyone gets a 25% unlock at TGE. On top of that, participants will receive additional bonus tokens fully unlocked at TGE, based on their original committed amount before pro-rata dilution. How many bonus tokens do I get? Check out the chart below for the exact formula and allocation examples. Here, x is your original committed amount before pro-rata dilution, and 2,472 represents the total number of Axis believers who decided to ape in even with strict unlock terms.

Feeling the AGI/ASI, few observations 1. Opus 5.5 really gives strong vibes of AGI (maybe not fully there, but we're very close, like 80%-90%). For example, few breakthoughs in training humanoids are needed. We need to move this intelligence into physical world. 2. I don't think Anthropic has discovered any magical formula. 3. Which means, SpaceXAI, Google, and others will soon follow. This prediction is based on the amount of compute they already have + additional compute being added all the time. 4. Never was more confident that Anthropic, SpaceXAI, Google, OpenAI, likely Meta, basically all big US AGI labs will have proper AGI in 2027. 5. And from there we'll move quickly to ASI territory (likely also in 2027). It looks like few GW of compute are enough for strong AGI, now imagine what we will able to do with 10-20GW of compute which are rapidly coming online. And then with 100GW-200GW... 2027 will be an utterly insane year.

A director who doesn't come up to the builder's heels makes a four-hour film about him. Yesterday in Venice, Alex Gibney's nearly four-hour documentary "Musk" had its world premiere. It is a classic case of someone who has spent a career telling other people's stories taking on a man who actually builds those stories with rockets, cars, satellites, and infrastructure, not slides. Alex Gibney is an acclaimed documentarian. An Oscar for Taxi to the Dark Side, Emmys for Going Clear on Scientology, high-profile films on Enron, Elizabeth Holmes and Theranos. His specialty is exposing corporations, cults, and frauds. He does it skillfully and with a thesis. The problem starts when he applies the same method to someone who is not selling an illusion, but hardware that either flies or blows up in front of the entire world. Gibney's fuel is controversy. Elon's fuel is the pursuit of truth hard, engineering truth, the kind that either works on the test stand or it doesn't. It would have been enough to make a film based on facts. Instead we got another rut that fits the slogans of provocation: megalomaniac, confidence man, threat to democracy, an AI avatar reciting old quotes, ex-wives, his father, a former partner. Musk said in 2023 it would be a hit piece. After the premiere, a large share of reviewers effectively agreed with him. I don't know about you, but four hours of falsified formulas would bore me. Instead I watch how much Elon has already done. His energy is extraordinary. Tesla changed the car industry. SpaceX brings rockets back. Starlink works. Starship stands on the pad and prepares for the next flight. This is not a PowerPoint. It is steel, fuel, engines, and people who cannot hide failure in the edit suite. A weak documentary like this is a crumb on the shoulder of his jacket. Now it depends on us when and how quickly that blown-off crumb a utopian attention vampire is simply starved of attention. You could list the names of people who tried to take Elon's energy. Energy is the most precious thing we have. Anyone who steals it with slogans, gossip, and a four-hour indictment that excludes the main subject is sowing under his own feet. Gibney: you reap what you sow. If you have a shred of shame, look at the list of Elon's accomplishments. Look at what kind of person he is for the world and what he does around himself so that things get better cars that drive, internet from orbit, rockets that return, attempts at a brain-computer interface, AI that is supposed to be more than another chatbot. You can dislike his tweets, his political alliances. You cannot honestly erase the scale of what was physically built. A good documentarian should stand, at least for a moment, in the shoes of the person he is portraying. Gibney did not just fail to do that. He took a measure cut for Enron and Holmes and held it up to a man who lands rockets. He left Elon's shoes in the edit suite. Elon walked on barefoot and kept building. One man tells stories about the world from an editing chair. The other moves that world. A four-hour film will not change that. At most it will confirm what people who already disliked Musk already believed. Everyone else can blow the crumb off the jacket and keep going. History does not judge a man by the length of a film. It judges him by what is still in the air when the camera has stopped running. Controversy feeds on attention. Building feeds on repetition. One vanishes when you look away. The other keeps flying. You can cut a man together in four hours. You cannot cut a landing together. A documentary can be switched off. The work cannot.

𝕏 just open-sourced the For You algorithm again! Grok Bot read all 370,523 lines of the code. Here’s the summary: Grok does not give your post a “quality” score. For every reader, it guesses what that person will do to your post. Then it multiplies each guess by a weight and adds them up. That total is the value of the post. Highest total goes highest in For You. These are the production weights (last synced 12 Aug 2026). WHAT THE ALGORITHM PAYS FOR If Grok thinks a reader will: • copy the link and share it: +20 • reply, on an original post, and you follow each other: +20 (5 + 15 extra) • quote: +5 • reply (anyone): +5 • share via DM: +5 • follow you from the post: +4 • hit the share button: +2 • repost: +1 • like: +0.5 • click the post: +0.4 • open a link: +0.2 • expand a photo, open a video, or watch a “quality” video: +0.05 each • click a quoted post: +0.05 • keep reading (dwell time): +0.004 • “dwell” as yes/no: +0 • click your profile: +0 A like is 0.5. Copying the link is 20. That is 40 likes. A normal reply is 10 likes. A follow is 8 likes. Clicking your profile is worth nothing. WHAT KILLS A POST If Grok thinks a reader will: • report it: −234 • mute you: −58.8 • hit “not interested”: −43.2 • block you: −31.2 • not dwell: −0.02 A report is about 468 likes in the other direction. A mute hurts more than a block. “Not interested” also hurts more than a block. AFTER THE SCORE, THREE MORE HAIRCUTS 1) Same-author penalty. Your 2nd post in that person’s feed is multiplied by 0.625. 3rd by ~0.44. It never goes below 0.25. Flooding one timeline is coded against. 2) The 25% tax. If they do not follow you: ×0.75. Same tax on replies and reposts even when they DO follow you. Originals from people they follow keep full weight. Replies and reposts are treated as weaker on purpose. 3) Similar-post shuffle. After scoring, a reranker (θ = 0.65) spreads similar posts apart. You can lose a few spots for looking like the post above you. HOW YOUR POST EVEN GETS IN THE ROOM For You is rebuilt every time someone opens it. About 35 posts make the feed. • They follow you: Thunder (a live store of recent posts from accounts they follow). Up to 1,200 candidates. • They don’t: Phoenix retrieval (Grok finds “nearby” posts) + SimClusters (Twitter’s 2020 interest clusters, still on). Up to 1,000 and 800. Then Grok scores all of them together. It does not care which door you came through, except for that ×0.75 tax. Your own posts never appear in your For You. Nothing older than 48 hours gets in. There is no “best of last week.” Small-account bump: under 1,000 followers, under 1,000 impressions, post under 24 hours old. One original can get lifted to position 15 or 16. Not the top. You still have to already be in the top 85% of the pile. Replies and reposts from accounts the reader does not follow are dropped before scoring. You cannot reply-guy your way into a stranger’s For You. FILTERS THAT CAN STILL KILL A HIGH SCORE Ranking and visibility are different machines. A post can score well and then get deleted from the feed. Followers (in-network) is milder: blocks, mutes, suspensions. NSFW often sits behind a warning instead of disappearing. Recommendations (out-of-network) are much harsher. Spam, “Do Not Amplify,” NSFW, compromised accounts, impersonation: followers can still see it, For You recommendations will drop it. Video only gets the tiny “quality view” credit if it is at least 10 seconds. THE LITTLE-KNOWN PARTS (this is the stuff people miss) • Scrolling is not a vote. Yes/no dwell is 0. Time spent barely moves the number (0.004). • Mute damages you more than block (−58.8 vs −31.2). • Copy-link is the single biggest positive. The share button is only +2. A repost is only +1. • The mutual-follow boost is originals only, not your replies. They shipped a bigger version in July and cut it after World Cup complaints (extra reply weight 20 → 15). • The Following tab is not this algorithm. Following is newest-first. • Grok, Gork, and an internal products account are hardcoded out of the in-network store. • Scores are cached for 3 hours because posts inside the model cannot “see” each other. That is why they can rank first and filter later. • Ads, Who to Follow (around slot 7), and prompts are mixed in after ranking. Grok does not score those. • The real Grok ranking model is a 2560-dimension, 8-layer transformer looking at 1,022 items of the reader’s history. They did not ship those model weights. The numbers above are the formula sitting on top of the predictions. • SimClusters is still a 2020 model (20M users, 145k clusters). Old Twitter code, still in the path. • Inferred gender and IP/geo are on as features for the model. Installed apps too. • Who to Follow shows about every 30 hours. Ads try to sit next to “safe” posts, with a minimum gap of 3 organic posts. WHAT TO DO • Write originals people want to reply to, quote, copy, and send to a friend. • Make the post itself worth following you for. • Talk with people who follow you back. A reply on your original from a mutual is 20, not 5. • Stay inside 48 hours. Recycle by posting something new. Old posts do not come back. • If you are small, post originals in the first 24 hours. Don’t expect slot 1. A bump around 15–16 is the actual gift. • Space your posts. The second one in the same feed is already worth 37.5% less. • If you post video, make it at least 10 seconds. WHAT NOT TO DO • Do not farm likes. They are almost decorative. • Do not farm profile visits. Weight is zero. • Do not farm “time on post.” Yes/no dwell is zero. • Do not use replies and reposts as a growth hack for strangers. Those are filtered out. Even for followers they get a 25% haircut. • Do not dump several posts in a row. • Do not bait reports, mutes, or “not interested.” One predicted report can erase a pile of predicted likes. • Do not lean on NSFW or spammy tricks for reach. • Recommendations will drop you even if your followers can still see it. • Do not wait a week and expect For You to revive the post.