Advanced Gaming Computers - AGC

Samsung just proved that bigger isn't always better in AI (check comments for details)🚨

While tech giants compete to build trillion-parameter models that require entire data centers to run, Samsung quietly released something that challenges the entire scaling paradigm.

TRM (Tiny Recursive Model) operates on just 7 million parameters, less than 0.01% the size of leading LLMs, yet it outperforms DeepSeek R1, Gemini 2.5 Pro, and o3-mini on ARC-AGI reasoning benchmarks.

Traditional LLMs generate answers one token at a time where a single early mistake cascades into completely wrong solutions, wasting compute on irredeemable responses.

TRM takes a fundamentally different approach by refining its reasoning through up to 16 recursive iterations, correcting errors before committing to final answers.

This self-correction architecture means the model was trained on only 1,000 examples instead of billions of tokens, proving that intelligent reasoning beats brute-force memorization.

The efficiency gains are staggering: achieving 44.6% accuracy on ARC-AGI-1 with 7 million parameters while models with 671 billion parameters barely reach 15.8%.

This shift toward smarter architecture over raw scale could democratize AI development by making high-performance reasoning accessible without billion-dollar infrastructure investments.

Samsung just showed the industry that the next breakthrough won't come from adding more parameters, it'll come from rethinking how models think.

This is a true paradigm shift.

Follow us for more AI updates.

A new cable could replace HDMI — and it’s twice as fast. Hever's everything to know about China's GPMI cable.

A quiet challenger to HDMI may be emerging from China, and it's called GPMI – the General Purpose Media Interface.

Developed by the Shenzhen 8K UHD Video Industry Cooperation Alliance and backed by major Chinese tech players like Huawei and TCL, GPMI promises double the bandwidth of the upcoming HDMI 2.2 standard, supporting up to 192 Gbps of audio and video transfer, plus up to 480 watts of power.

It's designed as a true all-in-one interface, capable of handling data, power, network connections, and even two-way control systems. GPMI could significantly streamline the clutter behind our screens — but only if it gets adopted outside China.

So far, that's a big "if." While GPMI has received nods from the USB Association and has USB-C compatibility, most of its momentum remains domestic. Without support from global TV giants like LG, Samsung, or Sony, the new standard may face an uphill battle. HDMI and USB-C are still meeting the needs of most consumers and manufacturers, meaning GPMI's biggest strength — its advanced integration — might not be compelling enough to spark a rapid global shift. Still, if tech continues trending toward higher resolutions and smarter power management, GPMI might just be the cable of the future.

Microsoft's Activision buyout forces elimination of another 650 gaming division jobs The Verge obtained an internal memo penned by Xbox head Phil Spencer stating that the company is eliminating 650 positions. He noted that these cuts directly relate...

NVIDIA GeForce RTX 4090D with 48GB and RTX 4080 SUPER 32GB now offered in China for cloud computing - VideoCardz.com RTX 4090D and RTX 4080 SUPER get doubled memory Where there is demand, there are custom solutions available. The China-centric RTX 4090D graphics card, designed to circumvent U.S. export restrictions on the flagship AD102 gaming GPU, is now available with doubled memory size of 48GB. This informatio...

SSDs with 1000-layer memory chips expected in 2027: ultra-fast 20TB NVMe drives for $250 KIOXIA teases future-gen 1000-layers of flash memory inside of SSDs that could have gigantic 20TB NVMe SSDs that would cost as little as $250.

Taiwan is king: TSMC's overseas fabs will only contribute 10% to total production capacity TSMC's overseas expansion will only contribute around 10% of the foundry's production capacity, meaning that Taiwan is the semiconductor lead.

AMD's Ryzen 9000X3D-series chips reportedly gain full overclocking support, meaning simple tweaks would make them the all-round chips we always wished for Cache AND clock speed.

Alleged Intel Arrow Lake Desktop CPU Performance Leaks Out, 20% Faster Single-Thread Versus 14900KS An Intel Arrow Lake Desktop CPU performance benchmark has been leaked which shows up to 20% faster single-thread uplift versus 14900KS.

Killer overclocking feature revealed for AMD Ryzen 9000 CPUs - OC3D AMD is changing the world of Ryzen overclocking with their new "Curve Shaper" feature for 9000 series CPUs.

Hello, Sweetie.

Sabrent's new Apex X16 Rocket 5 Destroyer is a MONSTER - OC3D Sabrent has revealed the most performant storage solution to date, the PCIe 5.0 Apex X16 Rocket 5 Destroyer.