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I know what you're thinking.
How long will this take?
When will it end?
A literal bioweapon is destroying brains around you.
Focus on avoiding infection for another year, then re-evaluate.
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StopYourLimits | Looking For A Vaccine 🤯
48.6K posts
StopYourLimits | Looking For A Vaccine 🤯
@limits_stop
🏖 Finance & crypto, health🫀, fitness (including brain 🧠 fitness & productivity) and global trends
Katılım Eylül 2019
2.3K Takip Edilen3K Takipçiler
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@RuiTheBaker happy to discuss over call. You can do lot of tricks via late interaction etc., we started with late interaction + lexical. But don't need all that complexity, no chunking also, again added complexity and cost. Can achieve very very high accuracy, low TCO and explainability with far simpler approaches. We are operating at 100+TB scale with very low TCO.
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Is Grep All You Need? How Agent Harnesses Reshape Agentic Search
PwC presents an empirical study showing that lexical search (grep) generally outperforms vector retrieval in agentic RAG workflows, but overall accuracy depends heavily on agent harness.
📝 arxiv.org/abs/2605.15184
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StopYourLimits | Looking For A Vaccine 🤯 retweetledi
StopYourLimits | Looking For A Vaccine 🤯 retweetledi
With the help of Claude Mythos Preview, the Firefox team fixed more security bugs in April than in the past 15 months combined.
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StopYourLimits | Looking For A Vaccine 🤯 retweetledi
Ya sé que Uds usan ChatGPT para cosas muy serias.
Pero prueben como asistente de cocina.
Al detalle. Incluso dándole alguna foto (del pescado, de la carne, de la composición) para ajustar tiempos e instrucciones.
Todo lo que siempre quiso cocinar pero nunca se atrevió a hacer…
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@tlbtlbtlb Good. I'd agree. Is there a way we don't give machines power over humans that doesn’t start by 'If only every country and person agreed on not using the most powerful tool available to them...'?
Once best possible CEOs and commanders are machines, will we not use them?
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@limits_stop I propose we not give machines power over humans.
(We might do this for some individuals, like with robot prison guards, but not generally.)
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This problem is caused by utilitarian ethics landing on "things with consciousness deserve moral consideration", thus demanding a definition of something undefinable.
Wolf Tivy@wolftivy
@viemccoy Me I just deny the ontological reality of “consciousness”. Oh you think my or your subjective experience is not reducible to computational phenomena? Prove it by pointing to intersubjectively verifiable features that can’t be explained with computer science. You can’t.
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@tlbtlbtlb While you're right, this only applies effectively because humans have the power (and only to the extent power imbalances between societies are not huge). It's a description of power.
What if machines had power over humans?
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We should just admit that humans deserve moral consideration because we say so, and anything else is at our discretion. Dogs yes, chickens maybe, computers no. Problem solved.
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StopYourLimits | Looking For A Vaccine 🤯 retweetledi
🚨 US–Iran talks are underway… as Israeli strikes on Lebanon continue.
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StopYourLimits | Looking For A Vaccine 🤯 retweetledi
Looks like I’m planning my summer trip to Spain and perhaps even considering a move for good. I’d rather spend my hard-earned money in a country where values are not just empty rhetoric, but something genuinely lived and implemented. Who’s with me?
x.com/AviBenlolo/sta…
Avi Abraham Benlolo@AviBenlolo
The Abraham Global Peace Initiative (AGPI) condemns the actions of Pedro Sánchez, who has crossed every diplomatic line by withdrawing Spain’s ambassador from Israel while reopening its embassy in Tehran. His call on the European Union to suspend its Association Agreement with Israel further underscores a deeply troubling and one-sided agenda. Such moves reflect a profound moral inversion at a time requiring clarity and leadership. His harsh anti-Israel rhetoric says far more about his political posture than it does about Israel. AGPI urges Spain to reconsider this dangerous course.
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StopYourLimits | Looking For A Vaccine 🤯 retweetledi
Sanchez is a statesman with vision and moral courage
Starmer, Macron, Merz are mere myopic, timid politicians
Pedro Sánchez@sanchezcastejon
Europa tiene los recursos, las instituciones, el talento y los valores. No hay ninguna razón objetiva para que soñemos en pequeño. Nos falta atrevernos a imaginar dónde podríamos llegar juntos. Europa debe recuperar su lugar en el mundo con valentía.
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@teortaxesTex Destroying Israel takes 2 nukes.
You can't destroy Iran, not even with 200 nukes.
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Israel does not consider it a survivable situation if it cannot unilaterally destroy *every* country in the region. And particularly hostile countries, and most of all Iran. They *are* willing to burn relations with the US over this, to take massive damage. They can do it.
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I can't understand what he's talking about.
People, Israel has a clear principle, called the Begin Doctrine. If there is no other way to prevent Iran from acquiring WMDs, they will simply nuke Iran. Fordow, missile cities, and if needed civilian cities too. Iran can't have nukes.
Clash Report@clashreport
Professor Robert Pape: Iran has enough enriched uranium for 10 to 16 nuclear weapons. You could expect a nuclear test in six months — maybe a year. There is nothing the United States or the world can do about that.
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StopYourLimits | Looking For A Vaccine 🤯 retweetledi
This is the only way for Europe to not become a playing field of the four great powers. Get it done.
First Squawk@FirstSquawk
SPAIN'S PRIME MINISTER SANCHEZ STATES THAT THEY ARE PREPARED TO MOVE FORWARD WITH A JOINT EUROPEAN ARMY, POTENTIALLY AS SOON AS TOMORROW.
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@kevinnguyendn @ashwingop I disagree that natural language / semantics has finite dimensions.
You can navigate it as infinite-dimensional if you model semantics as fractal.
IMHO graphs are the most efficient representation for that -- BM25, dense embeddings, ColBERT, .md, etc. should play a role in this
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Great work formalizing what we've been building against empirically. Two additions from the ByteRover side
The LoCoMo number is actually 96.1% (92.8% is LongMemEval-S) — but the more interesting point is why. Our retrieval layer is pure BM25, which as your experiments show produces b=0.000 and FA=0.000. The semantic understanding comes entirely from the LLM reasoning over structured markdown, not from the retrieval mechanism itself. This is your Option 2 happening at the architectural level: the filesystem IS the episodic record, BM25 IS the exact retrieval, and the LLM IS the semantic layer. They never mix.
What the post doesn't cover is managed forgetting. ByteRover's Adaptive Knowledge Lifecycle actively navigates the tradeoff frontier you describe: importance decay, maturity tiers (draft→validated→core with hysteresis), and archive stubs that preserve retrieval hooks while releasing full content. The system deliberately forgets, but it forgets the right things, and keeps ghost cues so it can recover.
The real question your theorem raises for us: as the knowledge base scales to org-level (thousands of agents, years of history), does the LLM semantic layer start hitting the same d_eff≈10-50 ceiling when reasoning over the retrieved set? That's the frontier we're exploring next
DM'd you, would love to chat more.
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A part of accepting reality is that people do Bayesian inference about you, and *there is no other way*. It is sometime unfair one way or another. You did not choose many features people perceive about you, things may not be what they look like to others, but that's it.
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Yes. 100%. And it also applies to agentic memory.
Justin Skycak@justinskycak
Understanding is not the opposite of memory. It’s memory wired together so well that it feels like something qualitatively different.
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StopYourLimits | Looking For A Vaccine 🤯 retweetledi
Case in point: More than 70 transport planes landed in the Middle East within 24 hours of the ceasefire taking effect. That scale suggests possible preparation for a ground offensive, solidifying suspicion that Trump is using the truce to regroup:
Bashkarma🇺🇸🌏🇷🇺@Karmabash
The so-called "Pakistani" truce proposal is awfully similar to the Minsk agreement trap that ultimately fueled a larger conflict in Ukraine. Just as Ukraine used Minsk to regroup and rearm, Trump is likely to use this "Pakistani" (effectively his own) proposal to do the same.
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@policytensor Your analysis arguably omits Israel's nukes, existential goals, Nazi ideology, influence over the US and internal politics.
Is the US going to bomb Israel?
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Pape said something similar about structural conditions for war still being there. But structure alone did not cause the war. It would not have obtained without a massive intelligence failure.
Caine and the WH now know that Iran cannot be disarmed from the air and there is no military solution to the problem of retaking Hormuz. This is what has been revealed by this clash of arms.
This means that resuming the war can only get you back to square one, with no prospect of defeating Iran or forcibly reopening Hormuz. So Vance has to secure a deal. This is why I am relatively confident about peace.
Dehati Armageddon Neutraliser@ImperiumHindu
How can it hold unless- 1. US accepts Iranian demands which include Iranian supremacy in Hormuz and US withdrawal from Middle East which essentially means start of dissolution of US empire Or 2. Iran leaves some of its key demands (mentioned in point no 1) which will make it an Iranian defeat. Iranians accepting this will *embolden* US-Israel for another attack some time later. Structural conditions which produced war have not been resolved and even if US wants to leave the conflict, Iranians will insist US withdrawal from Middle East which it cannot accept unless it voluntarily wants to dissolve petrodollar and it's empire.
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StopYourLimits | Looking For A Vaccine 🤯 retweetledi
The world can have peace or Israel. It can’t have both.
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StopYourLimits | Looking For A Vaccine 🤯 retweetledi
StopYourLimits | Looking For A Vaccine 🤯 retweetledi
Account close to power in Iran says if Israel continues attacks on Lebanon, Iran will end the ceasefire and cancel the Islamabad talks with the US scheduled for Friday
هنر جنگ@dolfiniran
۱۴:۵۱/ ۱۹ فروردین با آغاز حمله رژیم اسراییل به لبنان احتمال لغو نشست جمعه جدی شده است. نیروی دریایی سپاه جلوگیری از تردد کشتی ها را آغاز کرده است.
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