Impressive tribute in Spain to the murdered boy Quentin, killed by the leftists

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THAT WAS FAST! Zohran Mamdani announces he will raise taxes on all New Yorkers.

He wants a 10% increase in property taxes and to “raid” the city’s savings accounts.

This is only the start. His communist wish list will require more tax increases. NYC and its residents will be bankrupt faster than originally thought.

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“No parent should ever have to bury their child because a system—and a doctor—chose death over care, help, or love.”

(NYP)

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"And those stupid motherf&ckers believed me!"

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BREAKING: Evacuation orders are being issued as MULTIPLE wildfires rip through the Oklahoma and Texas Panhandles

Woodward County, OK is under EVACTION ORDERS, while Beaver, Texas, and Hartley counties are on HIGH ALERT

Pray for the residents there

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LLMs process text from left to right — each token can only look back at what came before it, never forward. This means that when you write a long prompt with context at the beginning and a question at the end, the model answers the question having "seen" the context, but the context tokens were generated without any awareness of what question was coming. This asymmetry is a basic structural property of how these models work.

The paper asks what happens if you just send the prompt twice in a row, so that every part of the input gets a second pass where it can attend to every other part. The answer is that accuracy goes up across seven different benchmarks and seven different models (from the Gemini, ChatGPT, Claude, and DeepSeek series of LLMs), with no increase in the length of the model's output and no meaningful increase in response time — because processing the input is done in parallel by the hardware anyway.

There are no new losses to compute, no finetuning, no clever prompt engineering beyond the repetition itself.

The gap between this technique and doing nothing is sometimes small, sometimes large (one model went from 21% to 97% on a task involving finding a name in a list). If you are thinking about how to get better results from these models without paying for longer outputs or slower responses, that's a fairly concrete and low-effort finding.

Read with AI tutor:

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NY is losing jobs to Texas - and Mamdani's tax push will worsen exodus: report

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The top traders on fomo app all bought this token before it turbo nuked to zero in less than a day. We have got to start holding the top influencers in this space accountable or the grifting will only get worse

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Reports on the ground and in court say this is already happening—wait times and denials are up; mistakes made by a resident migrant, however small, recent or distant will face scrutiny. The agency is using lawyers and auditors to probe potential targets and pressure applicants

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Conspiracy theorists win again

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Abandoned baby macaque at a Japanese zoo was raised by keepers and now drags a stuffed toy everywhere like it is his security blanket.

Even around the other monkeys he keeps that plush close. Tough little dude just trying to figure it out

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Investors own more Magnificent 7 stocks than ever:

Hedge funds' total US net exposure to Magnificent 7 stocks is up to a record 22%.

This percentage has risen +10 points since April 2025.

Net exposure has nearly TRIPLED since the 2022 bear market low.

Furthermore, net exposure to Semiconductors and Semiconductor Equipment is up to a 5-year high.

At the same time, net exposure to software is down to a 5-year low.

Hedge funds are all-in on tech.

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