Multiverse Computing's Quasar 1.1 Uses Quantum Data to Shrink a 438B Model
Multiverse Computing rebuilt its 438B flagship with healing data from a 156-qubit IBM Heron processor, cutting output tokens 37.6% and lifting reasoning scores.
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A focused feed of models, agents, research and open-source releases for people building with AI.
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What DeepSeek-V4.1-Flash teaches us about efficient AI
A 552B model with 890-byte KV cache, 8B active on input, and an Artificial Analysis 40 versus Gemini 3.8 Flash High at 41
Google's Dreambeans Turns Your Gmail and Photos Into Illustrated Daily Stories
Google Labs' experimental Dreambeans app stitches together Gmail, Calendar, Photos, and Search into a small daily set of illustrated stories.
Yifan Zhang's RLT Grows Transformer Depth With Every Token Generated
A new architecture proposes latent reasoning that grows with sequence length, sharing one recurrent state across prompt, response, training, and RL replay.
Edge0 Streams an 8B AI Model From SSD Using Only 1 GiB
Edge0 releases an 8B sparse MoE that runs in under 1 GiB of active memory on Apple Silicon, streaming experts from SSD on demand.
DeepSeek V4.1-Flash Stripped of Safety Hits 100% Harmful Prompt Compliance
A research group stripped safety guardrails from DeepSeek V4.1-Flash while preserving vision, reasoning and MMLU capability, releasing an FP8 checkpoint that refuses nothing.
Mia's AI Lab Squeezes DeepSeek V4.1 Flash's 552B Model onto Two Desktop Nodes
A community quantization squeezes DeepSeek's 552B multimodal MoE onto two desktop DGX Sparks, holding decode speeds across half a million tokens of context.
Edge0 Runs a 35B AI Model on an iPhone With Just 2.9 GiB
Edge0 streams a 35B Mixture-of-Experts model from SSD on an iPhone, holding under 3 GB of active RAM while decoding at 15 tokens per second.
OpenAI Opens GPT-Rosalind to Drug Discovery Teams With 50+ Scientific Tools
OpenAI's new life sciences reasoning model moves from research preview to trusted access, with a Codex plugin connecting to 50+ scientific databases and tools.
Cerebras Runs Alibaba's Qwen 3.8 27B at 1,850 Tokens per Second
Alibaba's 27B dense multimodal model lands on Cerebras at roughly 1,800 tokens per second, with reasoning on by default and a 128K context on paid tiers.
Ant Group's Ling-3.0-flash-VL Adds Vision to a 124B Open Reasoning Model
Ant Group's InclusionAI lab dropped an MIT-licensed 124B mixture-of-experts vision model that activates just 5.5B parameters per token and ingests text, images, and video.
OpenAI's GPT-6 Astra Targets Wall Street With Built-In Premium Market Data
OpenAI launches a vertical ChatGPT for banks that bundles Daloopa, PitchBook, and LSEG data with GPT-6 Astra reasoning and firm-specific templates.
humans&'s Persimmon Fools AI Detectors at Human Rates With 550B Parameters
humans& releases Persimmon, a 550B user model built to simulate real people in group chats, fooling AI judges 20 percent of the time.
Google Builds Gemini API Docs Directly Into AI Studio
Google folded the full Gemini API documentation directly into AI Studio, so developers can read reference material without leaving the build surface.
Cohere Labs' North Small Translate Beats DeepL and Google Translate Across 50 Languages
Cohere's new 218B MoE translation model tops WMT26 against DeepL, Google Translate, and open alternatives across 50+ languages under a non-commercial license.
Google Brings Gemini to Windows, Challenging Copilot on Microsoft's Home Turf
Google launches a native Gemini desktop app for Windows 10 and 11 with an Alt+Space hotkey, Spark agent access, and image and video generation.
DeepSeek's V4.1-Flash Beats Its Own Flagship at a Quarter of the Memory Cost
DeepSeek's 552B mixture-of-experts model splits input and output compute asymmetrically, natively handles vision, and undercuts its own flagship on price.
World Labs' Atlas Unifies 3D Reconstruction and Video Generation in One Model
World Labs unveiled Atlas, an omni world model that unifies text, images, video, and 3D into a single 3D-grounded spatial context.
Inception's Mercury 2.5 Hits 1,107 Tokens per Second, Beating Autoregressive Models
Inception's new diffusion-based LLM hits 1,107 tokens per second on NVIDIA GPUs while boosting quality 40% over Mercury 2.
Magic Matches DeepSeek V4 Pro Base Using 50x Less Compute
Magic claims a pretraining recipe that matches DeepSeek V4 Pro Base with roughly 50x fewer FLOPs, hitting frontier quality for around $0.5M on GB200.
UkisAI's Swift-Qwen3.8 Slashes AI Reasoning Tokens by 58% With Almost No Accuracy Loss
UkisAI's Swift-Qwen3.8-27B cuts thinking tokens by 58% while keeping accuracy within 1% of the base, delivering roughly 2x faster reasoning.
Sony AI's Hakken Predicted 1.5M Aging Hypotheses and Two Held Up in Lab
Sony AI built a system that reads the biomedical literature and predicts unpublished gene interactions, with two confirmed in wet-lab experiments.
Mistral Closes Europe's Biggest AI Round at €21 Billion Led by Samsung
Samsung leads Europe's largest tech equity round ever, doubling Mistral's valuation to over €21 billion and cementing a chip-supplier-turned-shareholder alliance.
What Developers Can Learn From Shopify’s Self-Improving AI Pipeline
Fine-tuned 0.8B Qwen beat GPT-5.6 Sol xhigh, 2 million buyer profiles a day became 72 million, and GraphQL serving fell from $27 million to $1 million
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