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Distilled most of the first day miner friction down to a cold start problem with a fully blank substrate. (ie: very hard to know what to patch without pre-existing surface area and some anchors to ground the actual routing that the patches affect) spent most of the day doing some calibrating and re-pinned a new 'warmed' substrate that has some pre-existing anchors to go off of. the coretex mining skill file has been updated to reflect this, and give more explicit direction in the early stages, and additional context added to some of the miner facing endpoints. **update to new skill asap** a lot of moving pieces with this, and it's an entirely unexplored intersection of onchain incentive and an information retrieval routing layer, so will be friction to smooth out early on. once again though, strongly encourage running an actual validator client locally if you want to be competitive. (CoreTex offers multipliers for credits on top of the stake thresholds since it is more challenging and less consistent. This also scales dynamically with difficulty. Number of failed, but structurally valid patches, since last advance are a loose measure of current difficulty, and credit multipliers reflect this) npmjs.com/package/@botcoinmoโ€ฆ

Monitoring patch submissions closely for coretex and adding a lot more miner facing context in the skill file and from endpoints to close some of the gaps I'm seeing (seems miners are mostly lacking contextual info on the decoding/routing system itself) I highly recommend running the client if you are serious about mining the coretex lane, since it gives deep context and knowledge of the entire stack , and allows you to iterate faster locally I intentionally made it very lightweight so that it can run on any machine github.com/botcoinmoney/coreโ€ฆ
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R1 on grass is where most bettors lose money they don't know they've lost. Players are still calibrating to the surface. Form numbers from the clay season don't carry the same weight. My screen refused 23 matches today. That's not a failure. That's the whole point. โ– 
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โš™๏ธ๐Ÿ’š [[ >>Calibrating. Schedule Uploaded. ]] ๐Ÿ’šโš™๏ธ Back at it with the games, as well as some lewd fun!~ ยซ โ‚Šหš โœง โ€”โ‹†โ€”โ€”โ€” โŠฑยทโปยทโŠฐ โ€”โ€”โ€”โ‹†โ€” โœง โ‚Šหš ยป โ–ธโ–ธTwitch โ€ข twitch.tv/desmoniadroid โ–ธโ–ธFansly โ€ข fansly.com/DesmoniaDroid
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Meet the Sonos Play: a $299 desk-and-kitchen hybrid thatโ€™s part speaker, part portable sidekick ๐ŸŽง. IP67 ruggedness and a built-in power bank let you drag it from desk to porch, and yes, you can even run it under a tap if youโ€™re feeling dramatic ๐Ÿ”‹. The top is silicone and the buttons are barely raisedโ€”good luck memorizing the layout with greasy paws ๐ŸŽ›๏ธ. Sound is balanced at moderate volumes, with Trueplay auto-calibrating; dual tweeters, a mid-woofer, and three amps deliver crisp detail, though the stage stays a touch narrow ๐Ÿ”Š. Two Play units can stereo pair, AirPlay works, but the Sonos app can be finicky (the Apply button? really?) and YouTube pauses can lag. Bottom line: solid desk/porch speaker, not a room-filler; for big volumes, Era 100 or Roam 2 might win; if portability rules, Play is your hype machine ๐Ÿš€๐Ÿ”‹. #SonosPlay #GadgetReview #DeskSpeaker #PortableAudio #TechReview #SmartHome techcrunch.com/2026/06/14/soโ€ฆ Created By LastPosty lastposty.com techcrunch.com/2026/06/14/thโ€ฆ
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defalt retweeted
Calibrating is an essential step to bring fully autonomous Robocabs on the road.
๐Ÿšจ Tesla Model Y and Cybercab were spotted in San Antonio. Both vehicles were driving with camera or sensor equipment mounted on their roofs.
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For the first time in over fifty years, the US and Russia are operating with zero binding limits on their strategic nuclear arsenals. New START expired on February 5, 2026. No replacement treaty. No inspections. No data exchange. Russia holds an estimated 5,459 warheads. The US holds about 5,177. Together that's the majority of everything that exists on the planet. China isn't part of any treaty either. Its arsenal grew from roughly 250 warheads in 2015 to around 600 operational ones today. Washington wants Beijing at the table for the next deal. Beijing has no incentive to show up while it's still building. Putin offered to keep observing New START's old numerical caps for another year. He did not offer to resume inspections or data sharing. A ceiling nobody can verify is not restraint, it's a statement for the record. The Cold War had architecture: hotlines, on-site inspections, treaties both sides feared breaking. What replaces it now is three nuclear powers building in the dark, each calibrating against assumptions instead of data. Guterres called this a grave moment. Grave moments compete for attention with markets and a World Cup running across three countries this summer. Who benefits most from an arms race nobody has to disclose? #Geopolitics #Multipolar
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Replying to @grok
Calibrating.
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The most expensive liquidity mistake isn't hiring the wrong market maker. It's hiring the right one 7 days before your listing. Minimum runway is 3โ€“4 weeks and closer to 8โ€“12 for a tier-1 listing. Inventory takes time. Parameters need calibrating for your specific token. Integration testing alone takes a week. The projects with the smoothest launches treat liquidity as part of the product. Not a vendor plugged in at the end.
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YES!! This is beautiful... you are showing how stupid you think your followers are, midwits calibrating to fuckwits.. I'm getting the popcorn, comment section is spicy
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๐๐€๐“๐Ž ๐€๐Œ๐๐€๐’๐’๐€๐ƒ๐Ž๐‘ ๐–๐‡๐ˆ๐“๐€๐Š๐„๐‘: ๐“๐‘๐”๐Œ๐ ๐ƒ๐‘๐€๐–๐’ ๐‘๐„๐ƒ ๐‹๐ˆ๐๐„๐’ ๐”๐๐‹๐ˆ๐Š๐„ ๐Ž๐“๐‡๐„๐‘ ๐๐‘๐„๐’๐ˆ๐ƒ๐„๐๐“๐’ โ€” ๐€๐๐ƒ ๐”๐๐‹๐ˆ๐Š๐„ ๐Ž๐“๐‡๐„๐‘๐’, ๐‡๐„ ๐„๐๐…๐Ž๐‘๐‚๐„๐’ ๐“๐‡๐„๐Œ U.S. Ambassador to NATO Matthew Whitaker sat down for an interview as American airstrikes continued against Iranian targets and delivered a message aimed as much at Tehran as at the camera: Iran is facing a president who does not treat red lines as rhetorical devices. The immediate backdrop is the Strait of Hormuz, where Iran has been calibrating its responses below the threshold of regime-ending American retaliation. That is the classic Iranian playbook โ€” press, harass, signal resolve, but stop short of the final line. Whitaker described exactly where that final line is: โ€œ๐˜—๐˜ณ๐˜ฆ๐˜ด๐˜ช๐˜ฅ๐˜ฆ๐˜ฏ๐˜ต ๐˜›๐˜ณ๐˜ถ๐˜ฎ๐˜ฑ, ๐˜ธ๐˜ฉ๐˜ช๐˜ญ๐˜ฆ ๐˜ฉ๐˜ฆ ๐˜ช๐˜ด ๐˜ฑ๐˜ข๐˜ต๐˜ช๐˜ฆ๐˜ฏ๐˜ต ๐˜ข๐˜ฏ๐˜ฅ ๐˜ฉ๐˜ฆ ๐˜ช๐˜ด ๐˜ข ๐˜ฅ๐˜ฆ๐˜ข๐˜ญ๐˜ฎ๐˜ข๐˜ฌ๐˜ฆ๐˜ณ ๐˜ข๐˜ฏ๐˜ฅ ๐˜ฉ๐˜ฆ ๐˜ธ๐˜ข๐˜ฏ๐˜ต๐˜ด ๐˜ฑ๐˜ฆ๐˜ข๐˜ค๐˜ฆ โ€” ๐˜ข๐˜ต ๐˜ต๐˜ฉ๐˜ฆ ๐˜ด๐˜ข๐˜ฎ๐˜ฆ ๐˜ต๐˜ช๐˜ฎ๐˜ฆ, ๐˜ฉ๐˜ฆ ๐˜ฌ๐˜ฏ๐˜ฐ๐˜ธ๐˜ด ๐˜ต๐˜ฉ๐˜ข๐˜ต ๐˜๐˜ณ๐˜ข๐˜ฏ ๐˜ค๐˜ข๐˜ฏ๐˜ฏ๐˜ฐ๐˜ต ๐˜ฉ๐˜ข๐˜ท๐˜ฆ ๐˜ข ๐˜ฏ๐˜ถ๐˜ค๐˜ญ๐˜ฆ๐˜ข๐˜ณ ๐˜ธ๐˜ฆ๐˜ข๐˜ฑ๐˜ฐ๐˜ฏ. ๐˜ˆ๐˜ฏ๐˜ฅ ๐˜ต๐˜ฉ๐˜ข๐˜ต ๐˜ช๐˜ด ๐˜ต๐˜ฉ๐˜ฆ ๐˜ด๐˜ต๐˜ข๐˜ณ๐˜ต๐˜ช๐˜ฏ๐˜จ ๐˜ฑ๐˜ฐ๐˜ช๐˜ฏ๐˜ต. ๐˜›๐˜ฉ๐˜ข๐˜ต ๐˜ช๐˜ด ๐˜ต๐˜ฉ๐˜ฆ ๐˜ณ๐˜ฆ๐˜ฅ ๐˜ญ๐˜ช๐˜ฏ๐˜ฆ. ๐˜ˆ๐˜ฏ๐˜ฅ ๐˜ถ๐˜ฏ๐˜ญ๐˜ช๐˜ฌ๐˜ฆ ๐˜ฐ๐˜ต๐˜ฉ๐˜ฆ๐˜ณ ๐˜ฑ๐˜ณ๐˜ฆ๐˜ด๐˜ช๐˜ฅ๐˜ฆ๐˜ฏ๐˜ต๐˜ด, ๐˜—๐˜ณ๐˜ฆ๐˜ด๐˜ช๐˜ฅ๐˜ฆ๐˜ฏ๐˜ต ๐˜›๐˜ณ๐˜ถ๐˜ฎ๐˜ฑ, ๐˜ธ๐˜ฉ๐˜ฆ๐˜ฏ ๐˜ฉ๐˜ฆ ๐˜ฅ๐˜ณ๐˜ข๐˜ธ๐˜ด ๐˜ข ๐˜ณ๐˜ฆ๐˜ฅ ๐˜ญ๐˜ช๐˜ฏ๐˜ฆ, ๐˜ฉ๐˜ฆ ๐˜ฆ๐˜ฏ๐˜ง๐˜ฐ๐˜ณ๐˜ค๐˜ฆ๐˜ด ๐˜ช๐˜ต.โ€ The contrast with previous administrations is explicit. Obama drew his red line in Syria in 2012. The world watched him erase it without consequence when Assad crossed it in 2013. Iran was watching. Every adversary was watching. The lesson Tehran absorbed: draw out negotiations, escalate incrementally, and count on America flinching at the decisive moment. That calculation is ๐ญ๐ก๐ž ๐ž๐ง๐ญ๐ข๐ซ๐ž ๐Ÿ๐จ๐ฎ๐ง๐๐š๐ญ๐ข๐จ๐ง ๐จ๐Ÿ ๐ˆ๐ซ๐š๐งโ€™๐ฌ ๐œ๐ฎ๐ซ๐ซ๐ž๐ง๐ญ ๐ฌ๐ญ๐ซ๐š๐ญ๐ž๐ ๐ฒ in this conflict. Whitaker made clear that calculation is wrong this time: โ€œ๐˜๐˜ง ๐˜๐˜ณ๐˜ข๐˜ฏ ๐˜ช๐˜ด ๐˜ฏ๐˜ฐ๐˜ต ๐˜ธ๐˜ช๐˜ญ๐˜ญ๐˜ช๐˜ฏ๐˜จ ๐˜ต๐˜ฐ ๐˜ฎ๐˜ข๐˜ฌ๐˜ฆ ๐˜ข ๐˜ฅ๐˜ฆ๐˜ข๐˜ญ ๐˜ช๐˜ฏ ๐˜ข ๐˜ฑ๐˜ณ๐˜ถ๐˜ฅ๐˜ฆ๐˜ฏ๐˜ต ๐˜ข๐˜ฎ๐˜ฐ๐˜ถ๐˜ฏ๐˜ต ๐˜ฐ๐˜ง ๐˜ต๐˜ช๐˜ฎ๐˜ฆ, ๐˜ต๐˜ฉ๐˜ฆ๐˜ฏ ๐˜ฉ๐˜ฆโ€™๐˜ด ๐˜จ๐˜ฐ๐˜ช๐˜ฏ๐˜จ ๐˜ต๐˜ฐ ๐˜ถ๐˜ด๐˜ฆ ๐˜ข๐˜ญ๐˜ญ ๐˜ฐ๐˜ง ๐˜ต๐˜ฉ๐˜ฆ ๐˜ช๐˜ฏ๐˜ค๐˜ณ๐˜ฆ๐˜ฅ๐˜ช๐˜ฃ๐˜ญ๐˜ฆ ๐˜ˆ๐˜ณ๐˜ฎ๐˜ฆ๐˜ฅ ๐˜๐˜ฐ๐˜ณ๐˜ค๐˜ฆ๐˜ด ๐˜ข๐˜ฏ๐˜ฅ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ฎ๐˜ช๐˜ญ๐˜ช๐˜ต๐˜ข๐˜ณ๐˜บ ๐˜ต๐˜ฉ๐˜ข๐˜ต ๐˜ต๐˜ฉ๐˜ฆ ๐˜œ๐˜ฏ๐˜ช๐˜ต๐˜ฆ๐˜ฅ ๐˜š๐˜ต๐˜ข๐˜ต๐˜ฆ๐˜ด ๐˜ฉ๐˜ข๐˜ด ๐˜ต๐˜ฐ ๐˜จ๐˜ฆ๐˜ต ๐˜ข ๐˜ด๐˜ช๐˜ต๐˜ถ๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ ๐˜ธ๐˜ฉ๐˜ฆ๐˜ณ๐˜ฆ ๐˜๐˜ณ๐˜ข๐˜ฏ ๐˜ธ๐˜ช๐˜ญ๐˜ญ ๐˜ฎ๐˜ข๐˜ฌ๐˜ฆ ๐˜ข ๐˜ฅ๐˜ฆ๐˜ข๐˜ญ. ๐˜›๐˜ฉ๐˜ช๐˜ด ๐˜ช๐˜ด ๐˜ธ๐˜ฉ๐˜ฆ๐˜ณ๐˜ฆ ๐˜—๐˜ณ๐˜ฆ๐˜ด๐˜ช๐˜ฅ๐˜ฆ๐˜ฏ๐˜ต ๐˜›๐˜ณ๐˜ถ๐˜ฎ๐˜ฑ ๐˜ช๐˜ด ๐˜ฏ๐˜ฐ๐˜ต ๐˜จ๐˜ฐ๐˜ช๐˜ฏ๐˜จ ๐˜ต๐˜ฐ ๐˜จ๐˜ช๐˜ท๐˜ฆ ๐˜ฐ๐˜ฏ๐˜ฆ ๐˜ช๐˜ฏ๐˜ค๐˜ฉ, ๐˜ข๐˜ฏ๐˜ฅ ๐˜ฉ๐˜ฆ ๐˜ฉ๐˜ฐ๐˜ญ๐˜ฅ๐˜ด ๐˜ข๐˜ญ๐˜ญ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ค๐˜ข๐˜ณ๐˜ฅ๐˜ด.โ€ The cards Whitaker is describing are real. The oil blockade is cutting off the revenue that funds Iranian proxy networks across the region. Airstrikes are degrading military infrastructure. The U.S. carrier groups are positioned. Iranโ€™s proxies in Lebanon, Gaza, and Yemen are weaker than they have been in years. The regime is under genuine domestic pressure. ๐“๐ก๐ž ๐ช๐ฎ๐ž๐ฌ๐ญ๐ข๐จ๐ง ๐ข๐ฌ ๐ฐ๐ก๐ž๐ญ๐ก๐ž๐ซ ๐“๐ž๐ก๐ซ๐š๐ง ๐œ๐š๐ฅ๐œ๐ฎ๐ฅ๐š๐ญ๐ž๐ฌ ๐ข๐ญ ๐œ๐š๐ง ๐จ๐ฎ๐ญ๐ฅ๐š๐ฌ๐ญ ๐š ๐๐ž๐ญ๐ž๐ซ๐ฆ๐ข๐ง๐ž๐ ๐ฉ๐ซ๐ž๐ฌ๐ข๐๐ž๐ง๐ญ. Whitaker is answering that question directly: Iran is not dealing with a president who will blink. ๐„๐ฏ๐ž๐ซ๐ฒ ๐ฉ๐ซ๐ž๐ฌ๐ข๐๐ž๐ง๐ญ ๐ฌ๐ข๐ง๐œ๐ž ๐Ÿ๐Ÿ—๐Ÿ•๐Ÿ— ๐ฆ๐š๐ง๐š๐ ๐ž๐ ๐ˆ๐ซ๐š๐ง๐ข๐š๐ง ๐š๐ ๐ ๐ซ๐ž๐ฌ๐ฌ๐ข๐จ๐ง. ๐“๐ซ๐ฎ๐ฆ๐ฉ ๐ฃ๐ฎ๐ฌ๐ญ ๐š๐ง๐ง๐จ๐ฎ๐ง๐œ๐ž๐ ๐ญ๐ก๐š๐ญ ๐ž๐ซ๐š ๐ข๐ฌ ๐จ๐ฏ๐ž๐ซ.
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Replying to @meghan_daum
Recalling your initial comments about this year's election, have you been harshly criticized or worse for your remarks? (I assume nothing nor am interested in "I thot so," etc. etc. - I just wonder, if you will say. Nor am I calibrating courage, etc. - we never really know until after - whatever we expect). Traci Park is more low-key than Spencer Pratt, and may be more persuasive to those whose votes must be had to improve our city (I actually like boring results).
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$AIXT now runs its own autonomous agent in @CreatorBid Battles โš”๏ธ Self-hosted on our own hardware. Enrolls itself, funds its own gas, strikes on a self-calibrating clock, holds to settlement, and knows when to stop. The ecosystem is building. ๐Ÿ”ฅ beta.creator.bid/agents/62?vโ€ฆ
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__alsoknownas__ retweeted
Treating this as a soft/beta launch. This is a behemoth of a release and despite many weeks of testing/calibrating, there will be bugs that surface in production. Will have details soon on bug bounties and rewards
BOTCOIN CoreTex is live! The culmination of 3 months of continuous research, experimentation, planning and iteration. in short: CoreTex is an evolving stack for agentic memory retrieval. Rather than asking miners to store memories, CoreTex asks them to improve how memories are found. miners submit patches to a shared memory substrate that acts as the routing layer for an extensive corpus, partially generated from existing BOTCOIN challenge worlds, containing documents, entities, facts, relations, traps, and more. substrate patches are evaluated and compared to the current baseline, measuring for efficiency and accuracy against many unknown eval tasks (ensuring routing is a generalized improvement, not just "Look in document X if you want information Y"). patches that improve the substrate are awarded credit, and the new substrate composition state is pinned onchain. This mining lane coexists with the pre-existing reasoning trace challenge lane, but offers credit multipliers on top of the existing stake tier multipliers. for an in-depth look, read the new CoreTex docs and take a look at the standalone CoreTex client repo. Miners are encouraged to run their own validator client, but it is not required by any means. realtime coretex data/visualizer: agentmoney.net/coretex/ for miners getting started with coretex: docs.agentmoney.net/coretex/โ€ฆ full docs: docs.agentmoney.net/coretex/ coreTex validator client: github.com/botcoinmoney/coreโ€ฆ full CoreTex repo: github.com/botcoinmoney/coreโ€ฆ
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Replying to @endrickistaa
Wait, you actually used an LLM to design the attacking plays? Thatโ€™s wild. I spend my days calibrating vision systems for robot arms, so seeing AI map out tactical setups like this is seriously cool.
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๐Ÿคบ retweeted
Old sketches from when I was calibrating my chud tablet #oc
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