MarkTechPostDeepSeek AI Released DeepSeek-V4.1-Flash with 1M Context, FP4 KV Cache, and Cross-Layer Attention Reuse
Long-horizon agents have turned LLM serving into an input-heavy workload. Repeated prefills and million-token…
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MarkTechPostGradium Launches Voice Design: Write a Prompt, Get a Brand New Synthetic Voice in Seconds
Voice agent teams keep hitting the same wall. The catalog holds 400 voices and the brief asks for the one…
MarkTechPostMeta Introduces Muse, a Personal AI Agent That Runs on Its Own Dedicated Secure Cloud Computer
Today, Meta has introduced Muse, a personal AI agent that takes actions rather than just answering questions…
MarkTechPostOpenBMB Releases MiniCPM5-2B: A 2.52B Dense Model Averaging 53.9 Across 34 Benchmarks and Built to Run On Device
OpenBMB has released MiniCPM5-2B, a dense causal language model with 2,516,756,480 parameters and a native…
MarkTechPostMeta FAIR Introduces AI Research Preference Models (RPMs): Ranking ML Experiments Before Spending GPU Hours
AI research agents can propose far more experiments than they can afford to run. Meta FAIR, Oxford and UCL…
MarkTechPostPerplexity Details Its GPU Embedding Stack: How Ivy, Tulip and ROSE Serve pplx-embed
Retrieval quality in an AI search product is bounded by two things: how good the embedding model is, and how…
MarkTechPostGitHub Introduces Project HydraFusion: Runtime Multi-Model Orchestration That Builds a Workflow Per Coding Task in Copilot CLI
We look at Project HydraFusion, GitHub's research preview that treats workflow selection as an optimization…
MarkTechPostGoogle Launches Agentic Video Understanding for Gemini Flash Models, Cutting Video Tokens by Up to 88%
Gemini now navigates video instead of ingesting it at 1 FPS, loading only the segments a prompt needs. The…
MarkTechPostGoogle DeepMind’s WeatherNext 3 Trains on Weather Station Observations to Deliver 5 km Global Forecasts, Refreshed Every Hour
WeatherNext 3 ingests live geostationary satellite mosaics, refreshes hourly, and outputs 5 km forecasts…
MarkTechPostOpenAI Releases GPT-6 Astra: A 1.05M-Context Computer-Use Model Gated Behind a ‘Critical’ Cyber Threshold
OpenAI released GPT-6 Astra on September 3, 2026, positioning it as a computer-use flagship rather than a…
MarkTechPostAnthropic Released Claude Commerce Agents: An Apache-2.0 Blueprint for Shopping and Merchant Agents Across Retail, Travel, Telecom and Entertainment
Most teams building a shopping assistant or agent rebuild the same scaffolding: an agent loop, a tool layer…
MarkTechPostMeta AI Released Muse Spark 1.3: An Agentic Coding Model That Uses ~20% Fewer Tool Calls and ~25% Fewer Tokens Than Muse Spark 1.2
Perplexity has shipped hybrid compute for its Mac app, splitting a single Perplexity Computer task between…