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๐ The Whale is back!!
DeepSeek just dropped an IMO gold-medalist model.
On ProofBench-Advancedโwhere models prove formal mathematical theoremsโGPT-5 scores 20%. Gemini Deep Think IMO Gold hits 65.7%. DeepSeek Math V2 (Heavy) scores 61.9%.
That's second placeโbut Gemini isn't open source.
This is the best open math model in the world. And DeepSeek released the weights. Apache 2.0.
Here's what they discovered:
DeepSeek just dropped an IMO gold-medalist model.
On ProofBench-Advancedโwhere models prove formal mathematical theoremsโGPT-5 scores 20%. Gemini Deep Think IMO Gold hits 65.7%. DeepSeek Math V2 (Heavy) scores 61.9%.
That's second placeโbut Gemini isn't open source.
This is the best open math model in the world. And DeepSeek released the weights. Apache 2.0.
Here's what they discovered:
1/ Why Normal LLMs Break on Real Math
Most large language models are great at sounding smart, but:
- Theyโre rewarded for the final answer, not the reasoning.
- If they accidentally land on the right number with bad logic, they still get full credit.
- Over time they become โconfident liarsโ: fluent, persuasive, and sometimes wrong.
Thatโs fatal for real math, where the proof is the product.
To fix this, DeepSeek Math V2 changes what the model gets rewarded for: not just being right, but being rigorously right.
Most large language models are great at sounding smart, but:
- Theyโre rewarded for the final answer, not the reasoning.
- If they accidentally land on the right number with bad logic, they still get full credit.
- Over time they become โconfident liarsโ: fluent, persuasive, and sometimes wrong.
Thatโs fatal for real math, where the proof is the product.
To fix this, DeepSeek Math V2 changes what the model gets rewarded for: not just being right, but being rigorously right.
2/ The Core Idea: Generator + Verifier
Instead of one model doing everything, DeepSeek splits the job:
1. Generator โ the โmathematicianโ
- Produces a full, step-by-step proof.
2. Verifier โ the โinternal auditorโ
- Checks the proof for logical soundness.
- Ignores the final answer. It only cares about the reasoning.
This creates an internal feedback loop:
One model proposes, the other critiques.
Instead of one model doing everything, DeepSeek splits the job:
1. Generator โ the โmathematicianโ
- Produces a full, step-by-step proof.
2. Verifier โ the โinternal auditorโ
- Checks the proof for logical soundness.
- Ignores the final answer. It only cares about the reasoning.
This creates an internal feedback loop:
One model proposes, the other critiques.
โManaged liabilities are only needed for deposit replacement โ not for lending itself.โ
...."The more deposits stay internal, the less funding is needed โ and the easier credit creation becomes."
...."The more deposits stay internal, the less funding is needed โ and the easier credit creation becomes."
Managed liabilities are only needed for deposit replacement โ not for lending itself.
They respond to outflows, not to loan creation.
They respond to outflows, not to loan creation.
This dynamic also explains a powerful form of endogenous amplification in modern credit systems
>"Creatives are much more left wing than the public"
No, creatives who are allowed to work in mainstream entertainment industries are. Very important distinction that The Atlantic accidentally admitted to.
No, creatives who are allowed to work in mainstream entertainment industries are. Very important distinction that The Atlantic accidentally admitted to.
Making good art takes time & effort. The phrase "Time is money" exists for a reason. People who struggle to pay bills & put food on their table obviously will have less time & other resources to invest in making art.
And then there's finding an audience, maybe the hardest part.
And then there's finding an audience, maybe the hardest part.
Combine all of this & you can see how creatives who have committed wrongthink can be throttled by simply denying them funds & platforms.
The left does this across the board, fervently. They are VERY concerned about maintaining an entertainment monopoly. But if you call them out..
The left does this across the board, fervently. They are VERY concerned about maintaining an entertainment monopoly. But if you call them out..
@DataRepublican Trump lied. He IS an insider. He is a quasi-conservative Democrat at heart. He partied with Bibi, Kushner, Clintons & Epstein. He is a longstanding part of the Jewish cabal & that's the only reason he is in office.
He is controllable & would *put off* a real US revolution.
See?
He is controllable & would *put off* a real US revolution.
See?
@DataRepublican A real revolution was possible before AI and smart phone ubiquitousness. They needed a pacifier in there after Obama. Someone America could rally around after decades of abuse.
Now, Trump is racing to install Chinese level AI driven surveillance - to imprison the US forever.
Now, Trump is racing to install Chinese level AI driven surveillance - to imprison the US forever.
@DataRepublican All the tech bros are racing to be the one (Messiah) to institute the final AI prison & end Western Civilization forever, bringing about their imagined Jewish utopia
Zuckerberg, Gates, Ellison, Musk & Thiel all have seats at that table-literally. There is no left/right. Wake up!
Zuckerberg, Gates, Ellison, Musk & Thiel all have seats at that table-literally. There is no left/right. Wake up!
It's been a little while since we have had the Dell Precision 220 Workstation on the desk. I've had several requests to install Haiku on this Dual Pentium III beast. Let's get it done! Time for a ๐งต
So, first, this PC already has a lot of OSes! We'll create a 4GB BeOS partition to install Haiku, and add it to the list of OSes to boot!
I downloaded the latest stable version, which appears to be R1/beta5, and burned it to a DVD!
Here's how Afghan refugees enriched America
Afghans killed 55 and wounded 92 in the U.S.
They smuggled heroin for Al Qaeda, sexually abused women and girls, and bombed a church
Here's some stories the media would rather you didn't know like the Afghans bombing a NYC church
/1
Afghans killed 55 and wounded 92 in the U.S.
They smuggled heroin for Al Qaeda, sexually abused women and girls, and bombed a church
Here's some stories the media would rather you didn't know like the Afghans bombing a NYC church
/1
In 2016, Ahmad Khan Rahimi, an Afghan whose father Mohammed, had come here as a refugee, began planting bombs in NYC and New Jersey, including at a neighborhood near Ground Zero
He wounded 31 people and blew the windows out of a church
/2
He wounded 31 people and blew the windows out of a church
/2
A week before the Afghan attack in D.C., a member of an Afghan terror family was sentenced for a plot to massacre voters on Election Day
At least two Afghan family members were involved
Like Rahmanullah Lakanwal, the D.C. terrorist, Nasir Ahmad Tawhedi, was a CIA guard
/3
At least two Afghan family members were involved
Like Rahmanullah Lakanwal, the D.C. terrorist, Nasir Ahmad Tawhedi, was a CIA guard
/3
Trumpโs Ukraine โpeaceโ push swings like a pendulum, writesย The Atlantic.
This month it swung hard to Moscow: a 28-point plan packed with Kremlin demands and Ukraine gotย 5 daysย to accept it.
1/
This month it swung hard to Moscow: a 28-point plan packed with Kremlin demands and Ukraine gotย 5 daysย to accept it.
1/
Army Sec. Dan Driscoll brought the ultimatum to Kyiv just as it leaked.
Streets swore, headlines screamed โcapitulationโ, but Zelenskyy did notย slam the door. He agreed to talk and the U.S. quietly dropped the Thanksgiving deadline.
2/
Streets swore, headlines screamed โcapitulationโ, but Zelenskyy did notย slam the door. He agreed to talk and the U.S. quietly dropped the Thanksgiving deadline.
2/
In Geneva, negotiators cut the plan fromย 28 to 19 points.
They removed the worst parts: the war-crimes amnesty, the harshest limits on Ukraineโs army, and the clearest grabs for Russian frozen assets.
Trump now sends another envoy to Moscow.
3/
They removed the worst parts: the war-crimes amnesty, the harshest limits on Ukraineโs army, and the clearest grabs for Russian frozen assets.
Trump now sends another envoy to Moscow.
3/
you're not having sex anymore. she says she's tired, you feel rejected, she feels pressured. you both think the spark is gone and you're both wrong. here's what's actually happening in your bodies and what you can do about it
1/
1/
for the full essay: open.substack.com/pub/iterintellโฆ
she doesn't want sex, you don't feel appreciated, and you're basically roommates who occasionally argue. you think it's her fault, she thinks it's yours, and therapists keep saying you need better communication. you've tried talking and nothing changed.
2/
2/
@michaeldweiss 1).
โInstead of setting themselves in opposition to Mr. @realDonaldTrump, the Europeans decided to flatter him. For all their qualms about the plan, the leaders released a statement [1] that suggested it could be a starting point [2].โ
Nov. 27, 2025
โInstead of setting themselves in opposition to Mr. @realDonaldTrump, the Europeans decided to flatter him. For all their qualms about the plan, the leaders released a statement [1] that suggested it could be a starting point [2].โ
Nov. 27, 2025
@michaeldweiss @realDonaldTrump 2).
[1] @EUCouncil archive.ph/lMdO7
[2] ๐ฟ๐๐ ๐น๐๐ ๐๐๐๐ ๐ฟ๐๐๐๐ (@nytimes) archive.ph/ls9iD
[1] @EUCouncil archive.ph/lMdO7
[2] ๐ฟ๐๐ ๐น๐๐ ๐๐๐๐ ๐ฟ๐๐๐๐ (@nytimes) archive.ph/ls9iD
@michaeldweiss @realDonaldTrump @EUCouncil @nytimes Please unroll @threadreaderapp. Thank you in advance ๐
@michaeldweiss 1).
โ @SteveWitkoff (@SEPeaceMissions) presence as @realDonaldTrump's de facto dealmaker has attracted much more attention, but Driscoll has emerged as a trusted @WhiteHouse emissary whose stature is only growing.
โ @SteveWitkoff (@SEPeaceMissions) presence as @realDonaldTrump's de facto dealmaker has attracted much more attention, but Driscoll has emerged as a trusted @WhiteHouse emissary whose stature is only growing.
@michaeldweiss @SteveWitkoff @SEPeaceMissions @realDonaldTrump @WhiteHouse 2).
He began as a service chief dealing with training and equipping soldiers and is now key to international negotiations.
Driscollโs rise inevitably raises questions about whether he is being groomed to eventually replace @SecWar @PeteHegseth.โ
Nov. 26, 2025
He began as a service chief dealing with training and equipping soldiers and is now key to international negotiations.
Driscollโs rise inevitably raises questions about whether he is being groomed to eventually replace @SecWar @PeteHegseth.โ
Nov. 26, 2025
@michaeldweiss @SteveWitkoff @SEPeaceMissions @realDonaldTrump @WhiteHouse @SecWar @PeteHegseth 3).
@WSJ archive.ph/94H49
@WSJ archive.ph/94H49
Pakistan-Administered Kashmirโs Outgoing PM Walks Away with Perks While People in Indian-Administered Kashmir Pay the Price
The outgoing Prime Minister of Pakistan-administered Kashmir left office with a 2,800cc Fortuner, accompanied by five police officers for protection.
The outgoing Prime Minister of Pakistan-administered Kashmir left office with a 2,800cc Fortuner, accompanied by five police officers for protection.
2
He is also entitled to a Grade-16 assistant, 400 liters of petrol per month, 50,000 rupees for house rent, and free lodging in all government guest houses and circuit houses across Pakistan-administered Kashmir and Pakistan.
He is also entitled to a Grade-16 assistant, 400 liters of petrol per month, 50,000 rupees for house rent, and free lodging in all government guest houses and circuit houses across Pakistan-administered Kashmir and Pakistan.
3
These benefits are guaranteed regardless of how he leaves officeโwhether he completes his five-year term, is removed by a no-confidence motion, resigns, or is unable to perform his duties. In every scenario, he walks away with the entire range of benefits,
These benefits are guaranteed regardless of how he leaves officeโwhether he completes his five-year term, is removed by a no-confidence motion, resigns, or is unable to perform his duties. In every scenario, he walks away with the entire range of benefits,
@chefcascottccc @DonutOperator @esjesjesj Yeah thatโs fine and everything but you also donโt need to film a video of yourself doing it performatively lol yeah itโs not like I NEVER practiced but I wasnโt standing around doing this because the whole point is to have it and pray you never need it
@chefcascottccc @DonutOperator @esjesjesj And like most people who own firearms, I donโt actually live in an active war zone so Iโm not walking around paranoid with the fucking thing on me like the guy in the video probably is. If you live in a suburb nothing is ever going to happen to you lol
@chefcascottccc @DonutOperator @esjesjesj I live in a city that struggles with violent crime. I stopped carrying because I realized there is virtually no reason for me to actually do so, and more often than not, I imagine someone else with a gun is not actually going to help the situation
