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News
The AI Bubble Has Reached the Point of No Return: Now the Debt Must Pay for the Growth.
52+ min ago (36+ words) Inside the $3.5 trillion debt machine financing the AI boom — and why the cash-flow math no longer adds …...
Semi-Tensor Decomposition Slashes Neural Network Training Time and Memory
6+ hour, 58+ min ago (55+ words) Training large neural networks has long been a battle against two unforgiving constraints: time and memory. Every epoch of learning demands billions of floating-point operations, and every hidden layer multiplies the storage burden on hardware that is already stretched to…...
Merge launches Universal Context Layer with Parallel Search as its default web search provider | Parallel
2+ day, 7+ hour ago (339+ words) Merge is launching Universal Context Layer in Merge for Workforce today, a governed AI experience for employees that connects company knowledge, tools, permissions, and models in one place. Merge is launching it with Parallel Search as its default web search…...
With AI-powered cyberattacks accelerating, defenders must adapt
2+ day, 8+ hour ago (899+ words) Canada eyes researchers looking to leave ‘hostile’ US Rein in social media not children, say over 130 groups, experts Op-Ed: Outmanoeuvred, outwitted, and outproduced as America’s weirdness falls badly behind China AI data centers are less thirsty now, tech giants say…...
Leading Tech Companies Issue Call for 'Collective Action' on Cyber Defense
3+ day, 1+ hour ago (800+ words) Combating the realities of threats spawned from AI advancements will take a village. The group says current status quo security measures "won't be enough" and criticizes the "historic under-resourcing" of security around critical infrastructure. "We have a limited window to…...
DeepSeek V4.1 Flash vs Gemini 3.7 Flash - AI Model Comparison
2+ day, 17+ hour ago (138+ words) DeepSeek V4.1 Flash vs Gemini 3.7 Flash OpenRouter DeepSeek V4.1 Flash vs Gemini 3.7 Flash Compare DeepSeek V4.1 Flash from DeepSeek and Gemini 3.7 Flash from Google on key metrics including benchmarks, price, context length, and other model features. Access both models and hundreds of others…...
DeepSeek V4.1 Flash vs Gemini 3.5 Flash Lite - AI Model Comparison
2+ day, 17+ hour ago (144+ words) DeepSeek V4.1 Flash vs Gemini 3.5 Flash Lite OpenRouter DeepSeek V4.1 Flash vs Gemini 3.5 Flash Lite Compare DeepSeek V4.1 Flash from DeepSeek and Gemini 3.5 Flash Lite from Google on key metrics including benchmarks, price, context length, and other model features. Access both models and…...
Arm's new Mali G2-Ultra NX GPU adds neural accelerators for sub-1-watt AI graphics on mobile
2+ day, 16+ hour ago (357+ words) Not surprisingly, Arm just announced a series of agentic AI-focused enhancements to its range of IP offerings at its Arm Everywhere China event. The news encompasses mobile......
Google shipped four Gemini Flash models in 106 days. Yet its Gemini 3.5 Pro is still AWOL.
1+ week, 2+ day ago (553+ words) Google expected Gemini 3.5 Pro to ship in June. It was still undergoing testing in July, and Google’s website still lists it as “coming soon.” Internal candidates were discarded because they did not improve enough over Flash, the Wall Street Journal…...
DeepSeek V4.1 Flash vs Gemini 3.6 Flash - AI Model Comparison
2+ day, 17+ hour ago (138+ words) DeepSeek V4.1 Flash vs Gemini 3.6 Flash OpenRouter DeepSeek V4.1 Flash vs Gemini 3.6 Flash Compare DeepSeek V4.1 Flash from DeepSeek and Gemini 3.6 Flash from Google on key metrics including benchmarks, price, context length, and other model features. Access both models and hundreds of others…...