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Aug 16, 2026
Soup fine-tunes an 8B model on a 4GB laptop GPU, and publishes the claims it withdrew
Soup picked up 303 stars today on GitHub trending, and the headline number is that it trained Llama-3.1-8B-Instruct on an RTX 3050 Laptop with 4GB of VRAM. Measured: 119.6 tokens p…
Aug 16, 2026
Alaya-EVOKE takes the memory out of the model, and the cost curve goes flat
Interactive world models have a boring, fatal problem: the longer you interact, the more history there is, and if that history lives in the model's working memory then cost grows q…
Aug 16, 2026
Claude now watermarks everything it writes, and code is the part it can't touch
Anthropic published the mechanics of Claude's text watermark on August 14, and the interesting part isn't the watermark. It's where the watermark fails.
Here's the method. Claude …
Aug 15, 2026
Google open-sourced HEIR, a compiler for running AI on data it never sees
Google shipped HEIR on August 14, an open-source compiler that turns ordinary programs into ones that run on encrypted data. Homomorphic encryption has been the cryptography world'…
Aug 15, 2026
Intern-S2-Preview: 397B for science, and a 4B memory bolt-on that gains 3.4 points
Shanghai AI Lab put out Intern-S2-Preview, a scientific agentic foundation model with 149 authors on the paper. The backbone is 397 billion parameters with dedicated time-series mo…
Aug 14, 2026
750 tokens a second changes what an agent is for
OpenAI and Cerebras put GPT-5.6 Sol on wafer-scale silicon and got up to 750 output tokens per second. Artificial Analysis clocks it at 11x Fable 5 and 5x Opus 4.8 running in Fast …
Aug 13, 2026
Someone is scanning the web for AI tool secrets while pretending to be ClaudeBot
Known Agents published traffic data this week showing a statistically significant surge in requests that claim to be recognized AI crawlers — ClaudeBot among them — and fail that c…
Aug 13, 2026
Zed's Delta bets that git commits are the wrong unit for agent work
Zed opened the private beta for Delta yesterday, and the idea underneath it is sharper than the announcement. Delta is a multiplayer environment for coding with agents and reviewin…
Aug 12, 2026
A 150M model scored 29.5% on ARC-AGI-1 at seven ten-thousandths of a dollar per task
Second on Hugging Face Daily Papers today with 681 upvotes, from Pathway. BDH-CQ does in-context learning with recurrent latent reasoning, and the headline is a 150-million-paramet…
Aug 12, 2026
Copilot writes every prompt you type into a plaintext SQLite file
Reading the source tells you what an app can do. Running it through a man-in-the-middle proxy tells you what it actually does. Rafael did the second thing to GitHub Copilot and the…
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