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807B Loss, 657B Take-or-Pay: Computing the Anthropic 335-Page S-1 Into Three Ledgers with Code
Wednesday, October 28, 2026 in Blog
807B Loss, 657B Take-or-Pay: Computing the Anthropic 335-Page S-1 Into Three Ledgers with Code Part One: From “Rumors” to “Formal Filing” — the First Regulator-Reviewed Full Financial On October 26, 2026 (US Eastern Time), …
30B Total, 3B Active, ~3s StreamLAAL: Tencent's Hy-SimulMT Dragged Simultaneous Interpretation from Human Profession into Open Source
Wednesday, October 28, 2026 in Blog
30B Total, 3B Active, ~3s StreamLAAL: Tencent’s Hy-SimulMT Dragged Simultaneous Interpretation from Human Profession into Open Source Part One: The Real Difficulty of Simultaneous Interpretation The history of SI goes back to the Nuremberg …
Google Open-Sources TorchTPU, PyTorch Treats the TPU as a Native Device for the First Time, Loosening CUDA's Deepest Moat
Monday, October 26, 2026 in Blog
device_map="tpu": Google Open-Sources TorchTPU, PyTorch Treats the TPU as a Native Device for the First Time, Loosening CUDA’s Deepest Moat Part One: Why One Parameter Deserves a Whole Article At PyTorch Conference 2026 in San Jose …
Don't Fix 'How Many Steps to Think': HKU-Tsinghua VAST Lets Agents Adapt Their Time Horizon by Value, 2.5x the Best Baseline on Hard Tasks
Monday, October 26, 2026 in Blog
Don’t Fix “How Many Steps to Think”: HKU & Tsinghua’s VAST Lets Agents Adapt Their Time Horizon by Value, Scoring 2.5x the Best Baseline on Hard Tasks Part One: The Root of Long-Horizon RL Is in “Value” There …
Keep 60% of the Work On-Device: iFlytek Trains Spark X2.6's 293-A30B on Fully Domestic Compute, with a Four-Layer KVCache Behind 96.1% Routing
Friday, October 23, 2026 in Blog
Part One: Not Just “Yet Another Model Release” October 22, 2026, Beijing, the iFlytek 1024 Global Developer Festival. The headliner was not a lone parameter count but an entire end-cloud integrated model system — Spark X2.6 — alongside …
It Keeps Working After You Shut the Laptop: Claude Duet Puts a Proactive Agent in a Standalone App, with Three Hard Gates Against Acting Without You
Friday, October 23, 2026 in Blog
Part One: The Assistant Finally Comes to You First Every conversational AI to date starts the same way — you speak first. Open the box, type the request, wait for the reply, follow up. However strong the model, it is a passive answering machine that …
Growing Memory into the Model: MemT 1.0, a Near-300B Memory-Native Model, Makes Note-Taking a Trainable Parametric Capability
Thursday, October 22, 2026 in Blog
Growing Memory into the Model: MemT 1.0 and the Memory-Native Architecture Part One: When a Model Can Only Pass Knowledge “in a Letter to the Next Generation” Model capability has surged for two years, but one gap has never truly closed — …
155 Trillion Tokens a Day, $38 per GPU-Hour: DeepSeek Open-Sources DeepInfer and Lays Bare the Margin Math of LLM Inference
Thursday, October 22, 2026 in Blog
155 Trillion Tokens a Day, $38 per GPU-Hour: DeepSeek Open-Sources DeepInfer Part One: From “Open Models” to “Open the Whole Pipeline” On the afternoon of October 20, 2026, DeepSeek did something that would have seemed …
Putting Benchmarks in Docker and Cutting Cost to 1/50: Behind SenseTime's RoboRSI, How Far Is Embodied AI From 'Actually Getting Work Done'?
Wednesday, October 21, 2026 in Blog
Putting Benchmarks in Docker and Cutting Cost to 1/50: Behind SenseTime’s RoboRSI, How Far Is Embodied AI From “Actually Getting Work Done”? Introduction A robotic arm fumbles while stacking bowls. It tries for a long time, finally …
A $45B Compute Deal, the Neocloud Chill, and a Prospectus Full of $750B: The Truth Behind Anthropic's Compute Arms Race
Wednesday, October 21, 2026 in Blog
A $45B Compute Deal, the Neocloud Chill, and a Prospectus Full of $750B: The Truth Behind Anthropic’s Compute Arms Race Introduction It is October 21, 2026. Open any AI-industry news feed and you’ll see a strange picture of …