Gonna post a banger soon, stay tuned!
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Neural channel | Deep Learning | Datascience | AI Memes
US govt doesn’t want to fund the Intel’s new chip factory anymore https://www.tomshardware.com/tech-industry/intels-chips-act-fund-delayed-by-officials-washington-reportedly-wants-more-information-before-disbursing-billions-of-dollars
Intel’s new US fab seems to be cancelled as well
https://www.nbc4i.com/intel-in-ohio/intel-ohio-plant-likely-canceled-if-company-cant-get-new-manufacturing-customers/
https://www.nbc4i.com/intel-in-ohio/intel-ohio-plant-likely-canceled-if-company-cant-get-new-manufacturing-customers/
NBC4i.com
Intel: Ohio plant ‘likely’ canceled if company can’t get new manufacturing customers
NEW ALBANY, Ohio (WCMH) — Intel announced it will need to get external customers for its manufacturing division, or it may need to stop all work in Ohio. Last week, Intel announced it is furt…
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Neural channel | Deep Learning | Datascience | AI Memes
Gonna post a banger soon, stay tuned!
I decided to post this shortly after GPT-5 comes out (which comes out in a few hours/days) to take it into consider when writing. Stay tuned
The scariest part about the dead internet is that it’s more alive than some of the humans
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It was obvious something like this is coming but I’m still extremely impressed
Makes you think what “intelligence” and “reality” really are if matrix multiplications can achieve this:
https://deepmind.google/discover/blog/genie-3-a-new-frontier-for-world-models/
Makes you think what “intelligence” and “reality” really are if matrix multiplications can achieve this:
https://deepmind.google/discover/blog/genie-3-a-new-frontier-for-world-models/
Google DeepMind
Genie 3: A new frontier for world models
Today we are announcing Genie 3, a general purpose world model that can generate an unprecedented diversity of interactive environments. Given a text prompt, Genie 3 can generate dynamic worlds that …
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GPT5 stream
They proudly show how ChatGPT:
1) Doesn't answer fireworks-related question
2) Decides how to do a cancer therapy
AI will decide for you how to live but fireworks is too much chud
They proudly show how ChatGPT:
1) Doesn't answer fireworks-related question
2) Decides how to do a cancer therapy
AI will decide for you how to live but fireworks is too much chud
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A random thought: now when more and more tools are AI-powered, security by obscurity becomes [more] important
It’s harder for AI to hack you if its pretraining data had nothing similar to your system
Do you agree?
It’s harder for AI to hack you if its pretraining data had nothing similar to your system
Do you agree?
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Thinking of starting a list of (mostly esoteric) public goods for AI dev/research that I personally would like to work on if/when I have more time:
- a toolkit to benchmark models of different quantizations: usually authors only check for perplexity which IMO is not enough
- open-domain datasets of various extremely niche knowledge, ideally requiring an internal world model, for example: Stalker games knowledge; lifehacks and howtos of my local neighborhood; etc. I would've also kept the validation part private just like the ARC dataset
- "questions requiring reasoning about multiple needles in multiple haystacks" datasets - this one is obvious. Would be interesting to see how all those sparse attention approaches handle them hehe
why do I think those are important?
1) I'm simply curious tbh
2) to turn the Goodhart's law into a tool: if everyone is benchmaxxing, the best way to make sure new models are aligned with your needs is to make benchmarks that measure things you want/need, especially if we're entering the era of "universal verifiers"
- a toolkit to benchmark models of different quantizations: usually authors only check for perplexity which IMO is not enough
- open-domain datasets of various extremely niche knowledge, ideally requiring an internal world model, for example: Stalker games knowledge; lifehacks and howtos of my local neighborhood; etc. I would've also kept the validation part private just like the ARC dataset
- "questions requiring reasoning about multiple needles in multiple haystacks" datasets - this one is obvious. Would be interesting to see how all those sparse attention approaches handle them hehe
why do I think those are important?
1) I'm simply curious tbh
2) to turn the Goodhart's law into a tool: if everyone is benchmaxxing, the best way to make sure new models are aligned with your needs is to make benchmarks that measure things you want/need, especially if we're entering the era of "universal verifiers"
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Y’all probably heard it already but after gamersnexus made a video report on Nvidia turning a blind eye on China GPU smuggling, some unhappy people tried to bring their channel down:
https://youtu.be/tUnRWh4xOCY
https://youtu.be/tUnRWh4xOCY
YouTube
Our Channel Could Be Deleted
HELP US FIGHT SUPPRESSION OF INFORMATION: https://store.gamersnexus.net/black-market-gpu-backers
Bloomberg LP filed a copyright strike against GamersNexus on YouTube, targeting our NVIDIA AI GPU Black Market movie that we uploaded last week. The illegitimate…
Bloomberg LP filed a copyright strike against GamersNexus on YouTube, targeting our NVIDIA AI GPU Black Market movie that we uploaded last week. The illegitimate…
Here’s the reupload of the deleted video hehe
Do prompt self-refinement algorithms, e.g., GEPA and MIPROv2, count as reinforcement learning in prompt-space?
Anonymous Poll
25%
Yes
31%
No, it's not real RL
44%
Not sure
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Working towards real-time reinforcement learning
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Forwarded from Alphakek | News (Vladimir Sotnikov)
1) New Prompt Enhancer is a new kind of an extremely smart AI that learns from AIKEK holders in real time
2) Under the hood it works as a scaffold for the online RL which is in turn a revolutionary thing that will bring us to ASI that is aligned with AIKEK holders
3) It leverages new tokenomics: bigger holders get more value
4) More RL widgets are in development: for data, for memes, and for completely novel use cases
—
https://x.com/alphakek_ai/status/1970511071074017292
2) Under the hood it works as a scaffold for the online RL which is in turn a revolutionary thing that will bring us to ASI that is aligned with AIKEK holders
3) It leverages new tokenomics: bigger holders get more value
4) More RL widgets are in development: for data, for memes, and for completely novel use cases
—
https://x.com/alphakek_ai/status/1970511071074017292
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AI Wars update: Dutch government has taken control of a Chinese-owned (and Netherlands-based) chip company "to prevent critical goods (chips) become unavailable
https://fixupx.com/onechancefreedm/status/1977550998253060508
https://fixupx.com/onechancefreedm/status/1977550998253060508
FixupX
EndGame Macro (@onechancefreedm)
What’s happening with Nexperia goes way beyond a simple regulatory move by the Dutch government, this is a front line moment in the global tech power struggle between the West and China. On paper, the Netherlands says it’s stepping in because of administrative…
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Forwarded from Alphakek | News (Vladimir Sotnikov)
Media is too big
VIEW IN TELEGRAM
Alphakek presents ALIVE, a new AI protocol for turning onchain markets into training arenas for Brains - AI ecosystems you can actually own.
A Brain is an evolving, earning AI intelligence environment with a singular, focused purpose/goal/mission.
Think of it as a ‘new internet’ with its own asset layer, cashflows, content, interfaces, and evolving intelligence core.
ALIVE’s job is simple:
- Let anyone create Brains.
- Let markets train them.
- Let AI evolve their surfaces.
- Capture a fraction of revenue and buy back AIKEK.
The internet’s biggest problem: every click, watch, like prediction, and trade trains someone else’s models. The result is:
- Centralized intelligence - a few massive models trained on everyone.
- Centralized value - a few massive companies capturing almost all the upside.
Decentralized markets are part of the solution:
- Markets price risk in the moment.
- But they don’t remember how they were right or wrong.
- The intelligence in the system walks out with each trader.
ALIVE’s thesis is simple: If we’re already burning trillions in speculative flow, that flow should build your AI ecosystem, not just someone else’s.
You can create a Brain about any topic or mission (e.g. “longevity research”, “Trump memes”, “astrophysics”, “cheese”).
You attach surfaces: tokens, PMs, AMMs, stable rails, APIs.
ALIVE gives you: a training arena (markets), a reward function (fees / outcomes), an onchain asset (Brain env) on top.
If your Brain wins, you don’t just catch one pump – you hold a claim on:
* the trading fees,
* the tools / APIs people pay to use,
* and the narrative around the AI everyone else now depends on.
The New Internet flips where intelligence and value accumulate.
Old internet:
- your behavior trains centralized AIs,
- your attention fuels centralized platforms,
- your money flows to a handful of companies.
New internet (ALIVE‑style):
- your trades / bets / interactions train open, specialized Brains,
- those Brains back AI ecosystems you can actually own,
- money and intelligence flow to the people who find and create them.
Alphakek will soon unveil:
1) The first Brain environments
2) ALIVE Terminal
3) ALIVE ecosystem partners, builders, and users
4) Builder APIs to power billions of agents and robots
5) Open-source AI models trained during ALIVE Private Beta
AIKEK has created an ALIVE Early Cohort of visionary builders.
If you’re a dev or founder and want in, simply tweet about what you're building and tag @alphakek!
ALIVE is the culmination of Alphakek’s R&D work on Fractal, crypto’s first NVIDIA-recognized knowledge engine
↳ https://www.nvidia.com/gtc/posters/?search=alphakek#/
And crypto's largest network of bespoke AI workflows, platforms, and models for leading companies such as CoinGecko, Arweave, Based Brett.
Unifying AI, decentralized markets, and knowledge is the next trillion-dollar opportunity.
ALIVE is uniquely positioned at the intersection of all three:
Alphakek is a first mover in Information Infrastructure, with technical validation from a $4T+ company, NVIDIA.
Full blog post:
↳ https://blog.alphakek.ai/alive
—
https://x.com/alphakek/status/1993397552947880059
A Brain is an evolving, earning AI intelligence environment with a singular, focused purpose/goal/mission.
Think of it as a ‘new internet’ with its own asset layer, cashflows, content, interfaces, and evolving intelligence core.
ALIVE’s job is simple:
- Let anyone create Brains.
- Let markets train them.
- Let AI evolve their surfaces.
- Capture a fraction of revenue and buy back AIKEK.
The internet’s biggest problem: every click, watch, like prediction, and trade trains someone else’s models. The result is:
- Centralized intelligence - a few massive models trained on everyone.
- Centralized value - a few massive companies capturing almost all the upside.
Decentralized markets are part of the solution:
- Markets price risk in the moment.
- But they don’t remember how they were right or wrong.
- The intelligence in the system walks out with each trader.
ALIVE’s thesis is simple: If we’re already burning trillions in speculative flow, that flow should build your AI ecosystem, not just someone else’s.
You can create a Brain about any topic or mission (e.g. “longevity research”, “Trump memes”, “astrophysics”, “cheese”).
You attach surfaces: tokens, PMs, AMMs, stable rails, APIs.
ALIVE gives you: a training arena (markets), a reward function (fees / outcomes), an onchain asset (Brain env) on top.
If your Brain wins, you don’t just catch one pump – you hold a claim on:
* the trading fees,
* the tools / APIs people pay to use,
* and the narrative around the AI everyone else now depends on.
The New Internet flips where intelligence and value accumulate.
Old internet:
- your behavior trains centralized AIs,
- your attention fuels centralized platforms,
- your money flows to a handful of companies.
New internet (ALIVE‑style):
- your trades / bets / interactions train open, specialized Brains,
- those Brains back AI ecosystems you can actually own,
- money and intelligence flow to the people who find and create them.
Alphakek will soon unveil:
1) The first Brain environments
2) ALIVE Terminal
3) ALIVE ecosystem partners, builders, and users
4) Builder APIs to power billions of agents and robots
5) Open-source AI models trained during ALIVE Private Beta
AIKEK has created an ALIVE Early Cohort of visionary builders.
If you’re a dev or founder and want in, simply tweet about what you're building and tag @alphakek!
ALIVE is the culmination of Alphakek’s R&D work on Fractal, crypto’s first NVIDIA-recognized knowledge engine
↳ https://www.nvidia.com/gtc/posters/?search=alphakek#/
And crypto's largest network of bespoke AI workflows, platforms, and models for leading companies such as CoinGecko, Arweave, Based Brett.
Unifying AI, decentralized markets, and knowledge is the next trillion-dollar opportunity.
ALIVE is uniquely positioned at the intersection of all three:
Alphakek is a first mover in Information Infrastructure, with technical validation from a $4T+ company, NVIDIA.
Full blog post:
↳ https://blog.alphakek.ai/alive
—
https://x.com/alphakek/status/1993397552947880059
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