From Newsgroup: comp.lang.prolog

Hi,

It seems micro penis struggles with mobile
grade GPU concept. Whats the difference
between a mobile grade GPU and non-mobile grade

GPU? You know the **M** in **Readeon 860M**
means Mobile! Here is a comparison:

**Mobile GPU:**

Energy Consuption: Low
Device Memory: AUP (accelerator unit processor,
shares memory with CPU, no VRAM)
Cooling System: Fewer or no fans

**Non-Mobile GPU:**

Energy Consuption: High
Device Memory: DUP (discret unit processor,
has its own VRAM)
Cooling System: A lot of fans or other cooling

Bye

BTW: Here are some results for:

11.4 Giga Lips with a Budget Laptop https://github.com/Jean-Luc-Picard-2021/gigabudget

On a smartphone, namely Redmi Note 14 Pro+:

1 Shader
1983 ms

4096 Shaders
16253 ms

The phone uses a Snapdragon 7s Gen 3

Mild Shock schrieb:

Hi,

Micro Penis the putin payed troll, is now
on the payment list of overpriced NVIDIA as
well. He cannot get over the concept of a

Shoe String Budget:

"According to Darren AronofskyrCOs debut
1998 film Pi, rCLeverything around us can
be represented and understood through numbersrCY,
from the stock market to the rCLwax and wane
of caribou populationsrCY. But, ironically,
the filmrCOs own numerical facts feel particularly
inexplicable. It was made on a budget of just
$60,000, which is less a shoestring and more
just the aglet at the end of a frayed lace.
To put that in to perspective, 1999rCOs The
Matrix rCo similarly based around the dystopian
danger of AI rCo may have been slightly slicker
and sexier, but also was made for $60m, a
thousand times more buck for a thousand
times less bang. Plus, it means that its
profit margin was huge. As VarietyrCOs headline
following its release put it, rCyrCY-C=$1,000,000!rCY https://www.vice.com/en/article/pi-soundtrack-20-years-aronofsky-aphex-twin-autechre/

04 Bucephalus Bouncing Ball
https://www.youtube.com/watch?v=Ez6xDGTFswQ

Bye

Loman Barabashev schrieb:

I have a micro penis and my brain explodes

Mild Shock schrieb:

Hi,

Ok I was looking at this learning challenge,
producing vector (y1,y2,y3,y4) from a vector
(x1,x2,x3,x4), System R can do it via least square?

| 0 0 0 1 |-a-a | x1 |-a-a-a-a | x4 |
| 0 0 1 0 |-a-a | x2 |-a =-a | x3 |
| 0 1 0 0 |-a-a | x3 |-a-a-a-a | x2 |
| 1 0 0 0 |-a-a | x4 |-a-a-a-a | x1 |

How it started:

"multiplicative RNNs arises naturally from a
proof-theoretic interpretation of next-token
prediction as nested intuitionistic implication"
Paul Tarau - 2026
https://arxiv.org/abs/2601.19915

How its going:

"Dave uses a PDP-11 to train a real Neural
Network complete with Transformers and
Attention so you can see them at their most basic."
Mr. Taskmanager - 2026
https://www.youtube.com/watch?v=OUE3FSIk46g

We see Doctor Frankstein in action from
the Bronze Age of Computing, producing
a Humunkulus, the progenitor of todays

Bulgakov Shuriks in the Hyperscale Age!

Bye

P.S.: My impression neither cut to the core, that
this incredible transformer most likely
produced this deterministic attention:

| -1 | * | k | + | 5 | = | k' |

Or differently expressed y_k = x_{5-k}.

How did the transformer do it? It produced
a neural network with 1216 parameters, but
didn't use embeddings or polar encoding

of positions. But if we strip the noise
and denoise from the position encoding,
the denoise is done via softmax. We somehow

must get the above, right? I still need to
verify my claim! BTW: The PDP-11 assembly
from 1979 uses wider example not with n=4

but with n=8.

--- Synchronet 3.22a-Linux NewsLink 1.2

From Newsgroup: comp.lang.prolog

Hi,

It seems micro penis has a real existential
crisis right now. An alice in wonderland moment,
falling down a rabit whole. Well no wonder

micro penis lives under a rock and has never
heard of the small model revolution that goes
hand in hand with the AI laptop revolution.

Here is a test, running deepseek locally on
a budget laptop (via LM Studio, oMLX, etc..):

qwen3.5-9b-deepseek-v4-flash

Q: Well there is a formidable horse race going on.
Given the danger that I compare apples with oranges.
It is still interesting too see how the Al laptop
landscape is forming.

Thought for 1 minutes 20 seconds

A: You hit on a really crucial point in the Al economy:
the tension between cloud consumption and edge ownership.
When you compare a $0.50 per 1k-token API call with a
$2,000 laptop that runs Qwen3.5 locally for free
(electricity aside), it's not strictly apples-to-oranges
because one is a service and the other is an asset. But
the implications for how we use Al are massive.

Bye

Mild Shock schrieb:

Hi,

It seems micro penis struggles with mobile
grade GPU concept. Whats the difference
between a mobile grade GPU and non-mobile grade

GPU? You know the **M** in **Readeon 860M**
means Mobile! Here is a comparison:

**Mobile GPU:**

Energy Consuption: Low
Device Memory: AUP (accelerator unit processor,
-a-a shares memory with CPU, no VRAM)
Cooling System: Fewer or no fans

**Non-Mobile GPU:**

Energy Consuption: High
Device Memory: DUP (discret unit processor,
-a-a has its own VRAM)
Cooling System: A lot of fans or other cooling

Bye

BTW: Here are some results for:

11.4 Giga Lips with a Budget Laptop https://github.com/Jean-Luc-Picard-2021/gigabudget

On a smartphone, namely Redmi Note 14 Pro+:

1 Shader
1983 ms

4096 Shaders
16253 ms

The phone uses a Snapdragon 7s Gen 3

Mild Shock schrieb:

Hi,

Micro Penis the putin payed troll, is now
on the payment list of overpriced NVIDIA as
well. He cannot get over the concept of a

Shoe String Budget:

"According to Darren AronofskyrCOs debut
1998 film Pi, rCLeverything around us can
be represented and understood through numbersrCY,
from the stock market to the rCLwax and wane
of caribou populationsrCY. But, ironically,
the filmrCOs own numerical facts feel particularly
inexplicable. It was made on a budget of just
$60,000, which is less a shoestring and more
just the aglet at the end of a frayed lace.
To put that in to perspective, 1999rCOs The
Matrix rCo similarly based around the dystopian
danger of AI rCo may have been slightly slicker
and sexier, but also was made for $60m, a
thousand times more buck for a thousand
times less bang. Plus, it means that its
profit margin was huge. As VarietyrCOs headline
following its release put it, rCyrCY-C=$1,000,000!rCY
https://www.vice.com/en/article/pi-soundtrack-20-years-aronofsky-aphex-twin-autechre/


04 Bucephalus Bouncing Ball
https://www.youtube.com/watch?v=Ez6xDGTFswQ

Bye

Loman Barabashev schrieb:

I have a micro penis and my brain explodes

--- Synchronet 3.22a-Linux NewsLink 1.2

From Newsgroup: comp.lang.prolog

Hi,

Micro Penis is worse than Sleepy Joe. He
probably only believes the existence of a
hammer, when you hit him on the head with

a hammer. Currently Micro Penis is sitting
there and shitting his pants it seems.

Bye

stop polluting this group with nonsense,
you stupid unemployed former it-supporter.
I shit in your shaders. You were talking
about AI. Those ryzen AI laptops are for fools.

Mild Shock schrieb:

Hi,

It seems micro penis has a real existential
crisis right now. An alice in wonderland moment,
falling down a rabit whole. Well no wonder

micro penis lives under a rock and has never
heard of the small model revolution that goes
hand in hand with the AI laptop revolution.

Here is a test, running deepseek locally on
a budget laptop (via LM Studio, oMLX, etc..):

qwen3.5-9b-deepseek-v4-flash

Q: Well there is a formidable horse race going on.
Given the danger that I compare apples with oranges.
It is still interesting too see how the Al laptop
landscape is forming.

Thought for 1 minutes 20 seconds

A: You hit on a really crucial point in the Al economy:
the tension between cloud consumption and edge ownership.
When you compare a $0.50 per 1k-token API call with a
$2,000 laptop that runs Qwen3.5 locally for free
(electricity aside), it's not strictly apples-to-oranges
because one is a service and the other is an asset. But
the implications for how we use Al are massive.

Bye

Mild Shock schrieb:

Hi,

It seems micro penis struggles with mobile
grade GPU concept. Whats the difference
between a mobile grade GPU and non-mobile grade

GPU? You know the **M** in **Readeon 860M**
means Mobile! Here is a comparison:

**Mobile GPU:**

Energy Consuption: Low
Device Memory: AUP (accelerator unit processor,
-a-a-a shares memory with CPU, no VRAM)
Cooling System: Fewer or no fans

**Non-Mobile GPU:**

Energy Consuption: High
Device Memory: DUP (discret unit processor,
-a-a-a has its own VRAM)
Cooling System: A lot of fans or other cooling

Bye

BTW: Here are some results for:

11.4 Giga Lips with a Budget Laptop
https://github.com/Jean-Luc-Picard-2021/gigabudget

On a smartphone, namely Redmi Note 14 Pro+:

1 Shader
1983 ms

4096 Shaders
16253 ms

The phone uses a Snapdragon 7s Gen 3

Mild Shock schrieb:

Hi,

Micro Penis the putin payed troll, is now
on the payment list of overpriced NVIDIA as
well. He cannot get over the concept of a

Shoe String Budget:

"According to Darren AronofskyrCOs debut
1998 film Pi, rCLeverything around us can
be represented and understood through numbersrCY,
from the stock market to the rCLwax and wane
of caribou populationsrCY. But, ironically,
the filmrCOs own numerical facts feel particularly
inexplicable. It was made on a budget of just
$60,000, which is less a shoestring and more
just the aglet at the end of a frayed lace.
To put that in to perspective, 1999rCOs The
Matrix rCo similarly based around the dystopian
danger of AI rCo may have been slightly slicker
and sexier, but also was made for $60m, a
thousand times more buck for a thousand
times less bang. Plus, it means that its
profit margin was huge. As VarietyrCOs headline
following its release put it, rCyrCY-C=$1,000,000!rCY
https://www.vice.com/en/article/pi-soundtrack-20-years-aronofsky-aphex-twin-autechre/


04 Bucephalus Bouncing Ball
https://www.youtube.com/watch?v=Ez6xDGTFswQ

Bye

Loman Barabashev schrieb:

I have a micro penis and my brain explodes

--- Synchronet 3.22a-Linux NewsLink 1.2

From Newsgroup: comp.lang.prolog

Hi,

Hey micro penis, your shitting start
smelling. Maybe change your pampers?

Bye

Mild Shock schrieb:

Hi,

Micro Penis is worse than Sleepy Joe. He
probably only believes the existence of a
hammer, when you hit him on the head with

a hammer. Currently Micro Penis is sitting
there and shitting his pants it seems.

Bye

stop polluting this group with nonsense,
you stupid unemployed former it-supporter.
I shit in your shaders. You were talking
about AI. Those ryzen AI laptops are for fools.

Mild Shock schrieb:

Hi,

It seems micro penis has a real existential
crisis right now. An alice in wonderland moment,
falling down a rabit whole. Well no wonder

micro penis lives under a rock and has never
heard of the small model revolution that goes
hand in hand with the AI laptop revolution.

Here is a test, running deepseek locally on
a budget laptop (via LM Studio, oMLX, etc..):

qwen3.5-9b-deepseek-v4-flash

Q: Well there is a formidable horse race going on.
Given the danger that I compare apples with oranges.
It is still interesting too see how the Al laptop
landscape is forming.

Thought for 1 minutes 20 seconds

A: You hit on a really crucial point in the Al economy:
the tension between cloud consumption and edge ownership.
When you compare a $0.50 per 1k-token API call with a
$2,000 laptop that runs Qwen3.5 locally for free
(electricity aside), it's not strictly apples-to-oranges
because one is a service and the other is an asset. But
the implications for how we use Al are massive.

Bye

Mild Shock schrieb:

Hi,

It seems micro penis struggles with mobile
grade GPU concept. Whats the difference
between a mobile grade GPU and non-mobile grade

GPU? You know the **M** in **Readeon 860M**
means Mobile! Here is a comparison:

**Mobile GPU:**

Energy Consuption: Low
Device Memory: AUP (accelerator unit processor,
-a-a-a shares memory with CPU, no VRAM)
Cooling System: Fewer or no fans

**Non-Mobile GPU:**

Energy Consuption: High
Device Memory: DUP (discret unit processor,
-a-a-a has its own VRAM)
Cooling System: A lot of fans or other cooling

Bye

BTW: Here are some results for:

11.4 Giga Lips with a Budget Laptop
https://github.com/Jean-Luc-Picard-2021/gigabudget

On a smartphone, namely Redmi Note 14 Pro+:

1 Shader
1983 ms

4096 Shaders
16253 ms

The phone uses a Snapdragon 7s Gen 3

Mild Shock schrieb:

Hi,

Micro Penis the putin payed troll, is now
on the payment list of overpriced NVIDIA as
well. He cannot get over the concept of a

Shoe String Budget:

"According to Darren AronofskyrCOs debut
1998 film Pi, rCLeverything around us can
be represented and understood through numbersrCY,
from the stock market to the rCLwax and wane
of caribou populationsrCY. But, ironically,
the filmrCOs own numerical facts feel particularly
inexplicable. It was made on a budget of just
$60,000, which is less a shoestring and more
just the aglet at the end of a frayed lace.
To put that in to perspective, 1999rCOs The
Matrix rCo similarly based around the dystopian
danger of AI rCo may have been slightly slicker
and sexier, but also was made for $60m, a
thousand times more buck for a thousand
times less bang. Plus, it means that its
profit margin was huge. As VarietyrCOs headline
following its release put it, rCyrCY-C=$1,000,000!rCY
https://www.vice.com/en/article/pi-soundtrack-20-years-aronofsky-aphex-twin-autechre/


04 Bucephalus Bouncing Ball
https://www.youtube.com/watch?v=Ez6xDGTFswQ

Bye

Loman Barabashev schrieb:

I have a micro penis and my brain explodes

--- Synchronet 3.22a-Linux NewsLink 1.2

From Newsgroup: comp.lang.prolog

Hi,

herpes blister rossy boy is confused.
One more idiot on the loose that
cannot do research of AI laptop prices.

Here you idiots:

Acer Aspire 14 AI https://www.digitec.ch/de/s1/product/acer-aspire-14-ai-14-1000-gb-32-gb-ch-amd-ryzen-ai-7-350-notebook-65210813

Price: 999.rCo
Prozessortyp AMD Ryzen AI 7 350
Grafikkarten Modell Radeon 860M
Onboard Arbeitsspeicher 32 GB
Arbeitsspeichertyp LPDDR5X-RAM

So its even not the case that RAM prices
have affected AI laptop prices that much.

Bye

BTW: The acer company is a taiwan company.
The above laptop from the aspire series,
is a little thicker than the one from the

swift series:

Acer Aspire One rCo Acer's mid to high-end personal-use laptop
Acer Swift rCo A series of mid to high-end ultra-portable notebooks

https://en.wikipedia.org/wiki/Acer_Inc.

Ross Finlayson schrieb:

On 07/11/2026 05:25 AM, Loman Barabashev wrote:

Mild Shock wrote:

Hi,

11.4 Giga Lips with a Budget Laptop
https://github.com/Jean-Luc-Picard-2021/gigabudget

Budget Laptop means ~1000 USD.
Thats not big money. The Mac Neo is even better only ~500 USD.

you stinking sack of rocks, you can't read your own redundant links.

Watch

the prices for the Ryzen AI laptops. Fucking idiot. Not worth the price
for what they give in AI. Those are embedded cpu/gpu cretin, you don't
need to read more.

Shut Up, "Burse".

Mild Shock schrieb:

Hi,

Hey micro penis, your shitting start
smelling. Maybe change your pampers?

Bye

Mild Shock schrieb:

Hi,

Micro Penis is worse than Sleepy Joe. He
probably only believes the existence of a
hammer, when you hit him on the head with

a hammer. Currently Micro Penis is sitting
there and shitting his pants it seems.

Bye

stop polluting this group with nonsense,
you stupid unemployed former it-supporter.
I shit in your shaders. You were talking
about AI. Those ryzen AI laptops are for fools.

Mild Shock schrieb:

Hi,

It seems micro penis has a real existential
crisis right now. An alice in wonderland moment,
falling down a rabit whole. Well no wonder

micro penis lives under a rock and has never
heard of the small model revolution that goes
hand in hand with the AI laptop revolution.

Here is a test, running deepseek locally on
a budget laptop (via LM Studio, oMLX, etc..):

qwen3.5-9b-deepseek-v4-flash

Q: Well there is a formidable horse race going on.
Given the danger that I compare apples with oranges.
It is still interesting too see how the Al laptop
landscape is forming.

Thought for 1 minutes 20 seconds

A: You hit on a really crucial point in the Al economy:
the tension between cloud consumption and edge ownership.
When you compare a $0.50 per 1k-token API call with a
$2,000 laptop that runs Qwen3.5 locally for free
(electricity aside), it's not strictly apples-to-oranges
because one is a service and the other is an asset. But
the implications for how we use Al are massive.

Bye

Mild Shock schrieb:

Hi,

It seems micro penis struggles with mobile
grade GPU concept. Whats the difference
between a mobile grade GPU and non-mobile grade

GPU? You know the **M** in **Readeon 860M**
means Mobile! Here is a comparison:

**Mobile GPU:**

Energy Consuption: Low
Device Memory: AUP (accelerator unit processor,
-a-a-a shares memory with CPU, no VRAM)
Cooling System: Fewer or no fans

**Non-Mobile GPU:**

Energy Consuption: High
Device Memory: DUP (discret unit processor,
-a-a-a has its own VRAM)
Cooling System: A lot of fans or other cooling

Bye

BTW: Here are some results for:

11.4 Giga Lips with a Budget Laptop
https://github.com/Jean-Luc-Picard-2021/gigabudget

On a smartphone, namely Redmi Note 14 Pro+:

1 Shader
1983 ms

4096 Shaders
16253 ms

The phone uses a Snapdragon 7s Gen 3

Mild Shock schrieb:

Hi,

Micro Penis the putin payed troll, is now
on the payment list of overpriced NVIDIA as
well. He cannot get over the concept of a

Shoe String Budget:

"According to Darren AronofskyrCOs debut
1998 film Pi, rCLeverything around us can
be represented and understood through numbersrCY,
from the stock market to the rCLwax and wane
of caribou populationsrCY. But, ironically,
the filmrCOs own numerical facts feel particularly
inexplicable. It was made on a budget of just
$60,000, which is less a shoestring and more
just the aglet at the end of a frayed lace.
To put that in to perspective, 1999rCOs The
Matrix rCo similarly based around the dystopian
danger of AI rCo may have been slightly slicker
and sexier, but also was made for $60m, a
thousand times more buck for a thousand
times less bang. Plus, it means that its
profit margin was huge. As VarietyrCOs headline
following its release put it, rCyrCY-C=$1,000,000!rCY
https://www.vice.com/en/article/pi-soundtrack-20-years-aronofsky-aphex-twin-autechre/


04 Bucephalus Bouncing Ball
https://www.youtube.com/watch?v=Ez6xDGTFswQ

Bye

Loman Barabashev schrieb:

I have a micro penis and my brain explodes

--- Synchronet 3.22a-Linux NewsLink 1.2

From Newsgroup: comp.lang.prolog

Hi,

Complete micro penis moron repeats his nonsense
over and over? Although I am told him already
about unified memory architecture (UMA) convergence:

to the embedded gpu, blocked by the speed of the cpu

Ever heard of Dual-Channel-RAM in the
new AI laptops? Whats wrong with you moron?
I mean I wrote LPDDR5X-RAM here, didn't I?

Arbeitsspeicher 32 GB Arbeitsspeichertyp LPDDR5X-RAM

For Ryzen AI systems, using RAM in dual-channel
mode is essential. Since local AI models, integrated
graphics units (iGPUs), and processors all access
the same memory pool, dual-channel provides double
the memory bandwidth.

This drastically reduces latencies. Dual-channel
memory (such as DDR5-5600 or LPDDR5x-8000) is
strictly required, especially for the latest
Ryzen AI 300 laptops (Strix Point) or high-end
Ryzen AI Max systems, to fully exploit the maximum
performance values (TOPS) of the Neural Processing
Unit (NPU) and the integrated Radeon graphics.

Bye

Mild Shock schrieb:

Hi,

herpes blister rossy boy is confused.
One more idiot on the loose that
cannot do research of AI laptop prices.

Here you idiots:

Acer Aspire 14 AI https://www.digitec.ch/de/s1/product/acer-aspire-14-ai-14-1000-gb-32-gb-ch-amd-ryzen-ai-7-350-notebook-65210813

Price: 999.rCo
Prozessortyp AMD Ryzen AI 7 350
Grafikkarten Modell Radeon 860M
Onboard Arbeitsspeicher 32 GB
Arbeitsspeichertyp LPDDR5X-RAM

So its even not the case that RAM prices
have affected AI laptop prices that much.

Bye

BTW: The acer company is a taiwan company.
The above laptop from the aspire series,
is a little thicker than the one from the

swift series:

Acer Aspire One rCo Acer's mid to high-end personal-use laptop
Acer Swift rCo A series of mid to high-end ultra-portable notebooks

https://en.wikipedia.org/wiki/Acer_Inc.

Ross Finlayson schrieb:

On 07/11/2026 05:25 AM, Loman Barabashev wrote:

Mild Shock wrote:

Hi,

11.4 Giga Lips with a Budget Laptop
https://github.com/Jean-Luc-Picard-2021/gigabudget

Budget Laptop means ~1000 USD.
Thats not big money. The Mac Neo is even better only ~500 USD.

you stinking sack of rocks, you can't read your own redundant links. Watch
the prices for the Ryzen AI laptops. Fucking idiot. Not worth the price
for what they give in AI. Those are embedded cpu/gpu cretin, you don't
need to read more.

Shut Up, "Burse".

Mild Shock schrieb:

Hi,

Hey micro penis, your shitting start
smelling. Maybe change your pampers?

Bye

Mild Shock schrieb:

Hi,

Micro Penis is worse than Sleepy Joe. He
probably only believes the existence of a
hammer, when you hit him on the head with

a hammer. Currently Micro Penis is sitting
there and shitting his pants it seems.

Bye

stop polluting this group with nonsense,
you stupid unemployed former it-supporter.
I shit in your shaders. You were talking
about AI. Those ryzen AI laptops are for fools.

Mild Shock schrieb:

Hi,

It seems micro penis has a real existential
crisis right now. An alice in wonderland moment,
falling down a rabit whole. Well no wonder

micro penis lives under a rock and has never
heard of the small model revolution that goes
hand in hand with the AI laptop revolution.

Here is a test, running deepseek locally on
a budget laptop (via LM Studio, oMLX, etc..):

qwen3.5-9b-deepseek-v4-flash

Q: Well there is a formidable horse race going on.
Given the danger that I compare apples with oranges.
It is still interesting too see how the Al laptop
landscape is forming.

Thought for 1 minutes 20 seconds

A: You hit on a really crucial point in the Al economy:
the tension between cloud consumption and edge ownership.
When you compare a $0.50 per 1k-token API call with a
$2,000 laptop that runs Qwen3.5 locally for free
(electricity aside), it's not strictly apples-to-oranges
because one is a service and the other is an asset. But
the implications for how we use Al are massive.

Bye

Mild Shock schrieb:

Hi,

It seems micro penis struggles with mobile
grade GPU concept. Whats the difference
between a mobile grade GPU and non-mobile grade

GPU? You know the **M** in **Readeon 860M**
means Mobile! Here is a comparison:

**Mobile GPU:**

Energy Consuption: Low
Device Memory: AUP (accelerator unit processor,
-a-a-a shares memory with CPU, no VRAM)
Cooling System: Fewer or no fans

**Non-Mobile GPU:**

Energy Consuption: High
Device Memory: DUP (discret unit processor,
-a-a-a has its own VRAM)
Cooling System: A lot of fans or other cooling

Bye

BTW: Here are some results for:

11.4 Giga Lips with a Budget Laptop
https://github.com/Jean-Luc-Picard-2021/gigabudget

On a smartphone, namely Redmi Note 14 Pro+:

1 Shader
1983 ms

4096 Shaders
16253 ms

The phone uses a Snapdragon 7s Gen 3

Mild Shock schrieb:

Hi,

Micro Penis the putin payed troll, is now
on the payment list of overpriced NVIDIA as
well. He cannot get over the concept of a

Shoe String Budget:

"According to Darren AronofskyrCOs debut
1998 film Pi, rCLeverything around us can
be represented and understood through numbersrCY,
from the stock market to the rCLwax and wane
of caribou populationsrCY. But, ironically,
the filmrCOs own numerical facts feel particularly
inexplicable. It was made on a budget of just
$60,000, which is less a shoestring and more
just the aglet at the end of a frayed lace.
To put that in to perspective, 1999rCOs The
Matrix rCo similarly based around the dystopian
danger of AI rCo may have been slightly slicker
and sexier, but also was made for $60m, a
thousand times more buck for a thousand
times less bang. Plus, it means that its
profit margin was huge. As VarietyrCOs headline
following its release put it, rCyrCY-C=$1,000,000!rCY
https://www.vice.com/en/article/pi-soundtrack-20-years-aronofsky-aphex-twin-autechre/


04 Bucephalus Bouncing Ball
https://www.youtube.com/watch?v=Ez6xDGTFswQ

Bye

Loman Barabashev schrieb:

I have a micro penis and my brain explodes

--- Synchronet 3.22a-Linux NewsLink 1.2

From Newsgroup: comp.lang.prolog

Hi,

Micro penis is flogging the dead horse
PCI VRAM graphic card. If you combine unified
memory architecture (UMA) with CMOS 2.0

you can build amazing things, a PCI
interface to a VRAM never can do. For
example you could also place GPUs and

CPU cores on a die side by side, a card
need to be GPU only, and of course huge
amounts of RAM. And then stack the

things vertically somehow, like the
3.5D advanced packaging:

"Das Substrat (organisches Package) stellt
die unterste Ebene dar. Darauf sitzt der
passive Silicon Interposer als Chip on
Wafer on Substrate (CoWoS). Auf dem Silicon
Interposer sitzen einerseits die IODs, auf
denen sich wiederum die XCDs und CCDs befinden
und die HBM3-Speicherchips. Dummy-Chips neben
den XCDs und CCDs f|+llen die L|+cken, ein
sogenanntes Carrier Silicon bringt die Chips
auf die gleiche H||he wie die HBM3-Speicherchips
und alles wird mit einem Heatspreader abgedeckt." https://www.hardwareluxx.de/index.php/news/hardware/grafikkarten/62454-amd-instinct-mi300-familie.html

Bye

Mild Shock schrieb:

Hi,

Complete micro penis moron repeats his nonsense
over and over? Although I am told him already
about unified memory architecture (UMA) convergence:

to the embedded gpu, blocked by the speed of the cpu

Ever heard of Dual-Channel-RAM in the
new AI laptops? Whats wrong with you moron?
I mean I wrote LPDDR5X-RAM here, didn't I?

Arbeitsspeicher 32 GB Arbeitsspeichertyp LPDDR5X-RAM

For Ryzen AI systems, using RAM in dual-channel
mode is essential. Since local AI models, integrated
graphics units (iGPUs), and processors all access
the same memory pool, dual-channel provides double
the memory bandwidth.

This drastically reduces latencies. Dual-channel
memory (such as DDR5-5600 or LPDDR5x-8000) is
strictly required, especially for the latest
Ryzen AI 300 laptops (Strix Point) or high-end
Ryzen AI Max systems, to fully exploit the maximum
performance values (TOPS) of the Neural Processing
Unit (NPU) and the integrated Radeon graphics.

Bye

Mild Shock schrieb:

Hi,

herpes blister rossy boy is confused.
One more idiot on the loose that
cannot do research of AI laptop prices.

Here you idiots:

Acer Aspire 14 AI
https://www.digitec.ch/de/s1/product/acer-aspire-14-ai-14-1000-gb-32-gb-ch-amd-ryzen-ai-7-350-notebook-65210813


Price: 999.rCo
Prozessortyp AMD Ryzen AI 7 350
Grafikkarten Modell Radeon 860M
Onboard Arbeitsspeicher 32 GB
Arbeitsspeichertyp LPDDR5X-RAM

So its even not the case that RAM prices
have affected AI laptop prices that much.

Bye

BTW: The acer company is a taiwan company.
The above laptop from the aspire series,
is a little thicker than the one from the

swift series:

Acer Aspire One rCo Acer's mid to high-end personal-use laptop
Acer Swift rCo A series of mid to high-end ultra-portable notebooks

https://en.wikipedia.org/wiki/Acer_Inc.

Ross Finlayson schrieb:

On 07/11/2026 05:25 AM, Loman Barabashev wrote:

Mild Shock wrote:

Hi,

11.4 Giga Lips with a Budget Laptop
https://github.com/Jean-Luc-Picard-2021/gigabudget

Budget Laptop means ~1000 USD.
Thats not big money. The Mac Neo is even better only ~500 USD.

you stinking sack of rocks, you can't read your own redundant

links. Watch

the prices for the Ryzen AI laptops. Fucking idiot. Not worth the

price

for what they give in AI. Those are embedded cpu/gpu cretin, you

don't

need to read more.

Shut Up, "Burse".

Mild Shock schrieb:

Hi,

Hey micro penis, your shitting start
smelling. Maybe change your pampers?

Bye

Mild Shock schrieb:

Hi,

Micro Penis is worse than Sleepy Joe. He
probably only believes the existence of a
hammer, when you hit him on the head with

a hammer. Currently Micro Penis is sitting
there and shitting his pants it seems.

Bye

stop polluting this group with nonsense,
you stupid unemployed former it-supporter.
I shit in your shaders. You were talking
about AI. Those ryzen AI laptops are for fools.

Mild Shock schrieb:

Hi,

It seems micro penis has a real existential
crisis right now. An alice in wonderland moment,
falling down a rabit whole. Well no wonder

micro penis lives under a rock and has never
heard of the small model revolution that goes
hand in hand with the AI laptop revolution.

Here is a test, running deepseek locally on
a budget laptop (via LM Studio, oMLX, etc..):

qwen3.5-9b-deepseek-v4-flash

Q: Well there is a formidable horse race going on.
Given the danger that I compare apples with oranges.
It is still interesting too see how the Al laptop
landscape is forming.

Thought for 1 minutes 20 seconds

A: You hit on a really crucial point in the Al economy:
the tension between cloud consumption and edge ownership.
When you compare a $0.50 per 1k-token API call with a
$2,000 laptop that runs Qwen3.5 locally for free
(electricity aside), it's not strictly apples-to-oranges
because one is a service and the other is an asset. But
the implications for how we use Al are massive.

Bye

Mild Shock schrieb:

Hi,

It seems micro penis struggles with mobile
grade GPU concept. Whats the difference
between a mobile grade GPU and non-mobile grade

GPU? You know the **M** in **Readeon 860M**
means Mobile! Here is a comparison:

**Mobile GPU:**

Energy Consuption: Low
Device Memory: AUP (accelerator unit processor,
-a-a-a shares memory with CPU, no VRAM)
Cooling System: Fewer or no fans

**Non-Mobile GPU:**

Energy Consuption: High
Device Memory: DUP (discret unit processor,
-a-a-a has its own VRAM)
Cooling System: A lot of fans or other cooling

Bye

BTW: Here are some results for:

11.4 Giga Lips with a Budget Laptop
https://github.com/Jean-Luc-Picard-2021/gigabudget

On a smartphone, namely Redmi Note 14 Pro+:

1 Shader
1983 ms

4096 Shaders
16253 ms

The phone uses a Snapdragon 7s Gen 3

Mild Shock schrieb:

Hi,

Micro Penis the putin payed troll, is now
on the payment list of overpriced NVIDIA as
well. He cannot get over the concept of a

Shoe String Budget:

"According to Darren AronofskyrCOs debut
1998 film Pi, rCLeverything around us can
be represented and understood through numbersrCY,
from the stock market to the rCLwax and wane
of caribou populationsrCY. But, ironically,
the filmrCOs own numerical facts feel particularly
inexplicable. It was made on a budget of just
$60,000, which is less a shoestring and more
just the aglet at the end of a frayed lace.
To put that in to perspective, 1999rCOs The
Matrix rCo similarly based around the dystopian
danger of AI rCo may have been slightly slicker
and sexier, but also was made for $60m, a
thousand times more buck for a thousand
times less bang. Plus, it means that its
profit margin was huge. As VarietyrCOs headline
following its release put it, rCyrCY-C=$1,000,000!rCY
https://www.vice.com/en/article/pi-soundtrack-20-years-aronofsky-aphex-twin-autechre/


04 Bucephalus Bouncing Ball
https://www.youtube.com/watch?v=Ez6xDGTFswQ

Bye

Loman Barabashev schrieb:

I have a micro penis and my brain explodes

--- Synchronet 3.22a-Linux NewsLink 1.2

From Newsgroup: comp.lang.prolog

Hi,

Mostlikely the putin troll has still a
mental model of a GPU from the times
of Sputnik. But GPUs have evolved

from SIMD to MIMD. I posted that already
at least 3x times that a NVIDIA Volta
architecture is necessary for pi-WAM.

If I am not mistaken the evolution
happened around 10 years ago. It was
first announced on a roadmap in March

2013, although the first product was
not announced until May 2017. And its
amazingly what a stack overflow user writes:

"An important purpose of the feature is
to enable reliable use of programming models
such as producer-consumer within a warp"
https://stackoverflow.com/q/70987051

Thats exactly what I will explore,
in the context of pi-WAM. Maybe not
exactly as the stack overflow user

thinks it is done, but in spirit.

Bye

Obelin Baisaroff schrieb:

Ross Finlayson wrote:

access to memory, has that these days
with L1/L2/L3 caches and the
proximity and affinity in the topology of the cores and

those are embedded cpu registers area,
it has nothing to do with the ram.
Works by higher clocks compared, but
merely useless in AI.

Mild Shock schrieb:

Hi,

herpes blister rossy boy is confused.
One more idiot on the loose that
cannot do research of AI laptop prices.

Here you idiots:

Acer Aspire 14 AI https://www.digitec.ch/de/s1/product/acer-aspire-14-ai-14-1000-gb-32-gb-ch-amd-ryzen-ai-7-350-notebook-65210813

Price: 999.rCo
Prozessortyp AMD Ryzen AI 7 350
Grafikkarten Modell Radeon 860M
Onboard Arbeitsspeicher 32 GB
Arbeitsspeichertyp LPDDR5X-RAM

So its even not the case that RAM prices
have affected AI laptop prices that much.

Bye

BTW: The acer company is a taiwan company.
The above laptop from the aspire series,
is a little thicker than the one from the

swift series:

Acer Aspire One rCo Acer's mid to high-end personal-use laptop
Acer Swift rCo A series of mid to high-end ultra-portable notebooks

https://en.wikipedia.org/wiki/Acer_Inc.

Ross Finlayson schrieb:

On 07/11/2026 05:25 AM, Loman Barabashev wrote:

Mild Shock wrote:

Hi,

11.4 Giga Lips with a Budget Laptop
https://github.com/Jean-Luc-Picard-2021/gigabudget

Budget Laptop means ~1000 USD.
Thats not big money. The Mac Neo is even better only ~500 USD.

you stinking sack of rocks, you can't read your own redundant links. Watch
the prices for the Ryzen AI laptops. Fucking idiot. Not worth the price
for what they give in AI. Those are embedded cpu/gpu cretin, you don't
need to read more.

Shut Up, "Burse".

Mild Shock schrieb:

Hi,

Hey micro penis, your shitting start
smelling. Maybe change your pampers?

Bye

Mild Shock schrieb:

Hi,

Micro Penis is worse than Sleepy Joe. He
probably only believes the existence of a
hammer, when you hit him on the head with

a hammer. Currently Micro Penis is sitting
there and shitting his pants it seems.

Bye

stop polluting this group with nonsense,
you stupid unemployed former it-supporter.
I shit in your shaders. You were talking
about AI. Those ryzen AI laptops are for fools.

Mild Shock schrieb:

Hi,

It seems micro penis has a real existential
crisis right now. An alice in wonderland moment,
falling down a rabit whole. Well no wonder

micro penis lives under a rock and has never
heard of the small model revolution that goes
hand in hand with the AI laptop revolution.

Here is a test, running deepseek locally on
a budget laptop (via LM Studio, oMLX, etc..):

qwen3.5-9b-deepseek-v4-flash

Q: Well there is a formidable horse race going on.
Given the danger that I compare apples with oranges.
It is still interesting too see how the Al laptop
landscape is forming.

Thought for 1 minutes 20 seconds

A: You hit on a really crucial point in the Al economy:
the tension between cloud consumption and edge ownership.
When you compare a $0.50 per 1k-token API call with a
$2,000 laptop that runs Qwen3.5 locally for free
(electricity aside), it's not strictly apples-to-oranges
because one is a service and the other is an asset. But
the implications for how we use Al are massive.

Bye

Mild Shock schrieb:

Hi,

It seems micro penis struggles with mobile
grade GPU concept. Whats the difference
between a mobile grade GPU and non-mobile grade

GPU? You know the **M** in **Readeon 860M**
means Mobile! Here is a comparison:

**Mobile GPU:**

Energy Consuption: Low
Device Memory: AUP (accelerator unit processor,
-a-a-a shares memory with CPU, no VRAM)
Cooling System: Fewer or no fans

**Non-Mobile GPU:**

Energy Consuption: High
Device Memory: DUP (discret unit processor,
-a-a-a has its own VRAM)
Cooling System: A lot of fans or other cooling

Bye

BTW: Here are some results for:

11.4 Giga Lips with a Budget Laptop
https://github.com/Jean-Luc-Picard-2021/gigabudget

On a smartphone, namely Redmi Note 14 Pro+:

1 Shader
1983 ms

4096 Shaders
16253 ms

The phone uses a Snapdragon 7s Gen 3

Mild Shock schrieb:

Hi,

Micro Penis the putin payed troll, is now
on the payment list of overpriced NVIDIA as
well. He cannot get over the concept of a

Shoe String Budget:

"According to Darren AronofskyrCOs debut
1998 film Pi, rCLeverything around us can
be represented and understood through numbersrCY,
from the stock market to the rCLwax and wane
of caribou populationsrCY. But, ironically,
the filmrCOs own numerical facts feel particularly
inexplicable. It was made on a budget of just
$60,000, which is less a shoestring and more
just the aglet at the end of a frayed lace.
To put that in to perspective, 1999rCOs The
Matrix rCo similarly based around the dystopian
danger of AI rCo may have been slightly slicker
and sexier, but also was made for $60m, a
thousand times more buck for a thousand
times less bang. Plus, it means that its
profit margin was huge. As VarietyrCOs headline
following its release put it, rCyrCY-C=$1,000,000!rCY
https://www.vice.com/en/article/pi-soundtrack-20-years-aronofsky-aphex-twin-autechre/


04 Bucephalus Bouncing Ball
https://www.youtube.com/watch?v=Ez6xDGTFswQ

Bye

Loman Barabashev schrieb:

I have a micro penis and my brain explodes

--- Synchronet 3.22a-Linux NewsLink 1.2

From Newsgroup: comp.lang.prolog


Hi,

Bravo, you are a conspiration terrorist?
Ha Ha, A.D.I.D.A.S. Gopnik lost his screws:

A.D.I.D.A.S. = All Day I Drink And Squat

LoL

Bye

Seldon Teterev schrieb:

Mild Shock wrote:

Mostlikely the putin troll has still a mental model of a GPU from the
times of Sputnik. But GPUs have evolved

from SIMD to MIMD. I posted that already at least 3x times that a NVIDIA
Volta architecture is necessary for pi-WAM.

you stupid half german, the comparisons along memories arrays gpu card located, are taking place parallel without cpu intervention, you fucking illiterate idiot. You soon will become a quarter german hence 3/4 russian old days, historically. It's coming

German energy crisis caused by rCylack of Russian gasrCO rCo Merz https://www.rt.com/news/643254-germany-crisis-russian-gas/

German energy crisis caused by extremely weak leadership
unable to say NO to the USrCO s attempt to weaken Russia,
using Ukraine as its foot soldiers and the EU as the weapon
suppliers and financial backers of its project

This strategy allowed the US to risk absolutely nothing
and let Ukraine supply the cannon fodders and the EU
pay for most of its war -
Very dumb for Germany to self destroy its Economy for its US Master

Underable to say no to EU/Pfizer putz ursula

--- Synchronet 3.22a-Linux NewsLink 1.2