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Nvidia Launches Free Tool That Links Idle Computers Into a Personal AI Data Center

Nvidia has launched PAIR, a free open-source tool that links compatible computers on a home network so they can pool idle processing power for local AI inference and agentic workloads. "While the compatible devices are mostly Nvidia GeForce GPUs (PAIR works with RTX 20-series cards and newer, as well as RTX Pro GPUs and DGX Spark systems), Apple's M4 chips or newer will also work," reports The Verge. From the report: The key thing here is that PAIR uses your in-home systems when they're idle to avoid interfering with other tasks. And this disaggregated system of computers can work in parallel to chew through lots of processing requests -- which should be helpful for an agentic workflow that breaks complex tasks into smaller jobs. This should prevent large bottlenecks on a single GPU, and Nvidia says PAIR can adapt as devices join or leave the network -- including if a user does something like start playing a game on their desktop PC. [...] Nvidia says PAIR is secured by pairing all devices through a six digit code and then securing the channel via mTLS (Mutual Transport Layer Security), to create an encrypted communication line that's trusted in both directions between computers. The Nvidia PAIR beta is available today, with support for Windows, Linux, and macOS.

Read more of this story at Slashdot.

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2025 mirrorless camera production volume ranking (without fixed-lens compact and instant cameras)



I already reported on the 2025 digital camera shipment market share from the latest Nikkei Industry Report– Fujifilm’s surge is widely attributed to strong compact demand (X100VI, X-half, and Instax models, which appear to be counted in this series):

2025 digital camera shipment market share

We now have a better breakdown of the actual 2025 Mirrorless Camera Production Volume Ranking (without fixed-lens compact and instant cameras) from the latest edition of the Japan Company Handbook Industry Map 2027 Edition (the report excludes non-Japanese players such as Leica):


2025 Mirrorless Camera Production Volume Ranking

  1. Canon: 2.3 million units sold 
  2. Sony: 1.8 million units sold 
  3. Nikon: 860,000 units 
  4. Fujifilm: 750,000 units sold 
  5. Panasonic: 270,000 units 
  6. OM Digital: 120,000 units 

2025 DSLR Camera Shipment Ranking

  1. Canon: 580,000 units
  2. Nikon: 60,000 units
  3. Pentax: 10,000 units

CIPA’s official 2025 total (all participating Japanese makers) was 9.44 million units, up 11.2% from 8.49 million in 2024. Compact/fixed-lens cameras grew much faster than interchangeable-lens bodies and were a major driver of the volume rebound.

See previous reports here:

Canon celebrates 23rd consecutive year of #1 share of global interchangeable-lens digital camera market

DJI currently holds a whopping 72.5% of the video camera market in Japan

2026 BCN awards

Here are the top 10 best-selling compact digital cameras for the first half of 2026 in Japan


Source: dclife, via NikonRumors

The post 2025 mirrorless camera production volume ranking (without fixed-lens compact and instant cameras) appeared first on Photo Rumors.

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Deux nouveaux AIO avec de grands écrans chez BitFenix

Un écran plat ? Un écran incurvé ? Avec ses nouvelles solutions de refroidissement M5 et M7, BitFenix laisse le choix en partant d'une même base. Les performances devraient donc être identiques entre les deux modèles, et l'écran sera donc l'élément qui fera la différence. Et histoire de laisser un peu de place à des ajustements, c'est sur une rotule qu'ils prennent place, ce qui permet de les faire pivoter facilement tout en réglant un peu l'inclinaison. Les écrans Pour le M5, on fait simple avec une diagonale de 5" et un affichage en 1280 x 720. Le M7 passe à de l'incurvé avec une diagonale de 6.67" en 2400 x 1080, bien entendu en OLED. On notera que ce dernier est assez réduit sur la partie verticale, un choix intéressant qui offre d'autres possibilités par rapport à la concurrence, tout en en retirant comme les effets 3D anamorphiques qui devraient rendre moins. Est-ce tout ? Non, et le M5 a un petit avantage : la connexion s'effectue en HDMI en plus du câble USB, ce qui permet de profiter d'un affichage étendu du bureau. […]

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