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Hamidun News Editorial Desk · Editor-in-Chief Zhemal Khamidun

Zhemal Khamidun

Hamidun News editorial desk led by Editor-in-Chief Zhemal Khamidun (CPO of AlpinaGPT). Daily curation across 50+ global AI labs, research feeds, and industry reports in 6 languages.

10,673Published articles
50+Verified primary sources
6Language editions (RU/EN/ES/PT/FR/AR)
Mamba-based S²FI grades fruit quality from video, backed by a dataset of 6,460 clips
Robotics·arXiv cs.CV

Mamba-based S²FI grades fruit quality from video, backed by a dataset of 6,460 clips

Oct 12, 2026·2 min
SAMF Teaches Drones to Locate Themselves on a Satellite Map Using Thermal Imaging, No GNSS Required
Robotics

SAMF Teaches Drones to Locate Themselves on a Satellite Map Using Thermal Imaging, No GNSS Required

Oct 12, 2026·2 min
APEX Compresses Diffusion Latents 128x and Beats a 256-Token Model on ImageNet-512
Research

APEX Compresses Diffusion Latents 128x and Beats a 256-Token Model on ImageNet-512

Oct 12, 2026·2 min
SWIM saves compute: audio-video generation gains up to 30.7% over Best-of-N
Research

SWIM saves compute: audio-video generation gains up to 30.7% over Best-of-N

Oct 12, 2026·2 min
SAM 2.1 fine-tuned on facades and interiors: mIoU rises from 49.9% to 69.6%
LLM·arXiv cs.CV

SAM 2.1 fine-tuned on facades and interiors: mIoU rises from 49.9% to 69.6%

Researchers fine-tuned SAM 2.1 on 2679 images of 42 buildings, lifting mIoU across 11 building-element classes from 49.9% to 69.6%. The model was integrated into…

Oct 12, 2026·2 min
SAIL Keeps Its Target in Frame Using Audio and Text, and Beats Rivals on Two Benchmarks
Research·arXiv cs.CV

SAIL Keeps Its Target in Frame Using Audio and Text, and Beats Rivals on Two Benchmarks

A new preprint introduces SAIL, a framework for segmenting objects from video, audio and text. Two tokens counter target loss; on two benchmarks it beats AVS…

Oct 12, 2026·2 min
Wearable Stereo Camera Estimates Food Volume With 9.1% Error, No Reference Object Needed
Hardware·arXiv cs.CV

Wearable Stereo Camera Estimates Food Volume With 9.1% Error, No Reference Object Needed

A pipeline of FoundationStereo, SAM 2 and TSDF builds a 3D model of a meal from a single stereo clip from a wearable. Mean volume error across five dishes: 9.1%.

Oct 12, 2026·2 min
Researchers Compare CNN, ViT and Mamba Attention Against Human Gaze
Research·arXiv cs.CV

Researchers Compare CNN, ViT and Mamba Attention Against Human Gaze

Three architectures, three domains, three metrics: eye tracking shows CNNs look broadly, ViTs lock onto micro-features, and Mamba is strong in medicine but diverges…

Oct 12, 2026·3 min
Top themes
01Stroop Test Shows VLMs Read the Text in an Image Before They See the ColorOct 12, 2026·2 min02ForcingBooster Halves Denoising Steps in Autoregressive Video GenerationOct 12, 2026·2 min03MemReg Outperforms Pairwise Methods and SLAM in LiDAR Point Cloud RegistrationOct 12, 2026·2 min04Video-Language Models Confuse Car Maneuvers: LoRA and Probes Fix the ErrorOct 12, 2026·2 min05MIRAGE anchors video-based 3D reconstruction to LiDAR and beats COLMAP on three datasetsOct 12, 2026·2 min
OMNI: One Compact Encoder Absorbs the Knowledge of 10 Models for Pathology
Medicine·arXiv cs.CV

OMNI: One Compact Encoder Absorbs the Knowledge of 10 Models for Pathology

Oct 12, 2026·2 min
TerraAgent checks whether the AI actually looks at the image: hallucinations drop from 17.1% to 9.8%
Research·arXiv cs.CV

TerraAgent checks whether the AI actually looks at the image: hallucinations drop from 17.1% to 9.8%

Oct 12, 2026·2 min
AVA improves multimodal ICL accuracy by 1.7 points without any training
Research·arXiv cs.CV

AVA improves multimodal ICL accuracy by 1.7 points without any training

Oct 12, 2026·2 min
Coral-KV Compresses Video Model KV-Cache by 37–48% and Lifts PSNR by Up to 4.95 dB
Research·arXiv cs.CV

Coral-KV Compresses Video Model KV-Cache by 37–48% and Lifts PSNR by Up to 4.95 dB

Oct 12, 2026·2 min
Black Lake: Chinese Factories Skip Digitization and Go Straight to AI Agents
Business·SCMP Tech

Black Lake: Chinese Factories Skip Digitization and Go Straight to AI Agents

Black Lake CEO Zhou Yuxiang likens factories' shift to AI agents to China's leap from bank cards to mobile payments, and plans to export the approach to global…

Oct 12, 2026·2 min
T. Rowe Price: 55% of Hong Kong Residents Expect AI to Hit Their Retirement, but Only One in Five Feels Ready
Business·SCMP Tech

T. Rowe Price: 55% of Hong Kong Residents Expect AI to Hit Their Retirement, but Only One in Five Feels Ready

A T. Rowe Price survey of 1004 Hong Kong residents: 55% expect AI to destabilize their careers and income, but only one in five is financially prepared for that…

Oct 12, 2026·2 min
Genetic Optimizer Cuts Aerosol Sensor Placement Time in the UK by 60%
Research·arXiv cs.LG

Genetic Optimizer Cuts Aerosol Sensor Placement Time in the UK by 60%

Researchers built a neural process into DeepSensor and cut the time to compute aerosol monitoring station placement in the UK from 25 to 10 minutes.

Oct 12, 2026·2 min
Kronecker Product Attention Compresses the KV-Cache Up to 10x and Matches MLA on Quality
Research·arXiv cs.LG

Kronecker Product Attention Compresses the KV-Cache Up to 10x and Matches MLA on Quality

Oct 12, 2026·2 min
TimesFM 3.0 Cuts University Building Energy Forecast Error by 43%
Research·arXiv cs.LG

TimesFM 3.0 Cuts University Building Energy Forecast Error by 43%

Oct 12, 2026·2 min
Wasserstein BaryBooster Turns Diffusion Realism into Event Forecast Accuracy
Research·arXiv cs.LG

Wasserstein BaryBooster Turns Diffusion Realism into Event Forecast Accuracy

Oct 12, 2026·2 min
DiffusionART speeds up RL fine-tuning of video models 12x, with no EMA tuning
LLM·arXiv cs.LG

DiffusionART speeds up RL fine-tuning of video models 12x, with no EMA tuning

Oct 12, 2026·2 min
A Physical Transformer Built Entirely From Transistors Learns In-Context Learning in Simulation
Research·arXiv cs.LG

A Physical Transformer Built Entirely From Transistors Learns In-Context Learning in Simulation

Oct 12, 2026·2 min
Theory Shows Masked Diffusion on Transformers Learns from Õ(LK/ε) Samples
Research

Theory Shows Masked Diffusion on Transformers Learns from Õ(LK/ε) Samples

Oct 12, 2026·2 min
SAZO speeds up LLM fine-tuning without backprop: up to 6× fewer queries to reach the same loss
Research

SAZO speeds up LLM fine-tuning without backprop: up to 6× fewer queries to reach the same loss

Oct 12, 2026·2 min
Holomorphic Neural Networks With Singular Functions Beat All Methods on Laplace Benchmarks
Research

Holomorphic Neural Networks With Singular Functions Beat All Methods on Laplace Benchmarks

Oct 12, 2026·2 min
Cox Regression Learns From Truncated Data Orders of Magnitude Faster Than EM
Research·arXiv cs.LG

Cox Regression Learns From Truncated Data Orders of Magnitude Faster Than EM

An arXiv paper proves that Cox regression can be trained efficiently on truncated and censored data with gradient methods. The speedup over EM is orders of…

Oct 12, 2026·2 min
CacheScope speeds up diffusion models by up to 3.57x and cuts LPIPS by 70%
Research·arXiv cs.LG

CacheScope speeds up diffusion models by up to 3.57x and cuts LPIPS by 70%

CacheScope needs no fine-tuning. It finds the steps where caching is risky and computes them in full. On FLUX.1-dev, Wan2.1 and Open-Sora 1.2, it gives up to 3.57x…

Oct 12, 2026·2 min