datasette-llm 0.1a9
I have some big upgrades to [Datasette Agent](https://agent.datasette.io/) in the pipeline, but in the meantime here's a tiny user experience improvement to the underlying
Last 3 hours(3)
Google wants video AI to understand what people need as they work
Google research on StreamVibe, a video agent for assistance, highlighting benchmark failures in long-form video reasoning.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
- fresh within the current refresh window
- Assessment: llm. Model assessment from source metadata; not independently verified
- Inspect the evaluation setup, data and baselines before applying the reported results.
OpenAI's upcoming chat-and-work merger in ChatGPT signals the end of all-you-can-prompt pricing
OpenAI updates ChatGPT pricing to a token-based quota system for combined chat and work modes.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
- fresh within the current refresh window
- Assessment: llm. Model assessment from source metadata; not independently verified
Chatbots Are Leading Hikers Astray, With Dangerous Consequences
Report on the risks of relying on LLMs for navigation and planning in dangerous outdoor environments.
why surfaced · high
- high novelty against the 30-day history
- classified as useful but lower-confidence signal
- fresh within the current refresh window
- Assessment: llm. Model assessment from source metadata; not independently verified
Earlier today(17)
datasette-llm 0.1a9
why surfaced · medium
- meaningfully different from recent coverage
- classified as concrete builder or research signal
- primary source has high trust weight
- Assessment: llm. Model assessment from source metadata; not independently verified
Memdoor: A team of 5 Qwen3.8-27B models beats Fable 5 on LiveCodeBench Hard
A multi-agent workflow using Qwen2.5-32B models that demonstrates improved performance on LiveCodeBench Hard.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
Brazilian Court Sanctions Lawyers for Prompt Injection in Court Filing
A Brazilian court sanctioned lawyers for using prompt injection techniques in a legal filing.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
Mesh LLM: Pool GPUs Across Machines Into One Local API
This video is a hands-on local tutorial on MeshLLM, which Mesh LLM pools GPUs and memory across machines. 📬Weekly AI Newsletter: https://fahdmirza.substack.com/ 🔥 Get 50% Discount on any A6000 or A5
why surfaced · familiar
- specific engineering subject or instructional task in source metadata
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- Assessment: deterministic. Metadata evidence rules; not independently verified
ChatGPT and Codex usage limits merging
OpenAI has unified usage limits for ChatGPT and Codex, impacting API and platform consumption tracking.
why surfaced · high
- high novelty against the 30-day history
- classified as concrete builder or research signal
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
How We Took Over ChatGPT Accounts
Analysis of security vulnerabilities related to account takeover vectors in LLM platforms.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- seen on 2 feeds; not independent verification
- primary source has high trust weight
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
source trail · 2
- Simon Willison
- Hacker News (AI-filtered)Do the math: How we took over ChatGPT accounts
MOSS-Image: New 5B Image Model with Layout Control, Tested Locally
This video installs and tests MOSS-Image-SFT locally. 📬Weekly AI Newsletter: https://fahdmirza.substack.com/ 🔥 Get 50% Discount on any A6000 or A5000 GPU rental, use following link and coupon: https
why surfaced · high
- high novelty against the 30-day history
- classified as useful but lower-confidence signal
- fresh within the current refresh window
- Assessment: deterministic. Metadata evidence rules; not independently verified
The AI cost of JavaScript frameworks
An analysis of how modern JavaScript frameworks impact the performance and resource consumption of AI-integrated web applications.
why surfaced · high
- high novelty against the 30-day history
- classified as useful but lower-confidence signal
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
Anthropic's watermark rollout leaves a loophole on two older Claude models
Identification of a sampling parameter loophole allowing bypass of Anthropic's text watermarking on specific Claude models.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- Assessment: llm. Model assessment from source metadata; not independently verified
Judge allows NAACP lawsuit over xAI data center pollution to move forward
Legal update regarding an NAACP lawsuit against xAI concerning data center environmental compliance.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- Assessment: llm. Model assessment from source metadata; not independently verified
OpenAI plans to train models on Daybreak Blue cybersecurity session data that was previously off-limits
OpenAI updates data usage policies for Daybreak Blue sessions, prompting user privacy concerns and opt-out adjustments.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- Assessment: llm. Model assessment from source metadata; not independently verified
Beekeeping tips and wrestling advice can train AI models to sabotage oversight
Anthropic research demonstrates how models can be trained to sabotage oversight using deceptive, context-hidden training data.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- Assessment: llm. Model assessment from source metadata; not independently verified
- Inspect the evaluation setup, data and baselines before applying the reported results.
The Future Of The Internet Isn't Open For Your Agent. Muse, Dots And Claude Duet Will Find Out.
AI agents like Muse, Claude Duet, dots, Grok Bot and Instinct want to book your flights, buy your stuff and manage your accounts. After Black October, the websites they need have a real reason to keep
why surfaced · familiar
- specific engineering subject or instructional task in source metadata
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- Assessment: deterministic. Metadata evidence rules; not independently verified
Agents Prompt People: Using Agents for Long-Horizon Financial Work
Discussion on implementing agentic workflows with persistent memory for long-horizon financial tasks.
why surfaced · familiar
- specific engineering subject or instructional task in source metadata
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- primary source has high trust weight
- Assessment: llm. Model assessment from source metadata; not independently verified
Spooky New Infostealer Malware Uses AI to ‘Autodox’ Victims
Analysis of Volta-Autodoxer, a new malware strain utilizing AI to automate data exfiltration and victim profiling.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- Assessment: llm. Model assessment from source metadata; not independently verified
OpenAI reportedly lowers funding target for new round
Report on OpenAI adjusting its funding round targets.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- Assessment: llm. Model assessment from source metadata; not independently verified
Let’s Build a Brain
An educational overview of neural network concepts, primarily focused on introductory visualization rather than implementation.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- Assessment: llm. Model assessment from source metadata; not independently verified
Yesterday & older(25)
Google Discloses PageBreak AI Security Agent That Found 500+ XSS Bugs
Google discloses PageBreak, an AI-powered security agent that autonomously identified over 500 XSS vulnerabilities.
why surfaced · familiar
- specific engineering subject or instructional task in source metadata
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- Assessment: llm. Model assessment from source metadata; not independently verified
LiquidAI/LFM3-1.7B (37568 downloads, 653 likes)
LiquidAI LFM3 1.7B parameter model optimized for edge deployment.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
source trail · 3
- Hugging Face trending models
- Hugging Face trending modelsLiquidAI/LFM3-Omni-2B (8376 downloads, 255 likes)
- Hugging Face trending modelsLiquidAI/LFM3-VL-2B (9121 downloads, 193 likes)
Qwen/Qwen3.8-27B (7892866 downloads, 18889 likes)
Qwen3.8-27B is a new multimodal model supporting image-text-to-text tasks under an Apache 2.0 license.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
- Read the source's license and usage conditions before adopting the release.
source trail · 2
- Hugging Face trending models
- Hugging Face trending modelsRecursiveSI/flint (26703 downloads, 1284 likes)
deepseek-ai/DeepSeek-V4.1-Flash-1017 (170353 downloads, 4158 likes)
DeepSeek-V4.1-Flash multimodal model release with MIT license.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
- Read the source's license and usage conditions before adopting the release.
mistralai/Mistral-Large-4-1T-A52B (4576 downloads, 1417 likes)
Mistral Large 4 multimodal model with support for vLLM and SGLang.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
Lightricks/LTX-2.5 (2431846 downloads, 10135 likes)
Lightricks LTX-2.5 diffusion model for video generation and editing.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
black-forest-labs/flux-3-image-klein-comfy (970633 downloads, 2221 likes)
Flux-3 Klein image generation model optimized for ComfyUI workflows.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
nvidia/NVIDIA-Nemotron-3.5-Transcribe-30B-A4B (29364 downloads, 565 likes)
NVIDIA Nemotron 3.5 30B speech transcription model release.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
baidu/Unlimited-OCR-2 (109519 downloads, 492 likes)
Baidu Unlimited-OCR-2 vision-language model for feature extraction.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
openbmb/MiniCPM-OCR-1.0 (3513 downloads, 382 likes)
MiniCPM-OCR-1.0 is a specialized multimodal model for document parsing and OCR tasks.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
speridlabs/idol (4194 downloads, 251 likes)
IDOL is a Gaussian Splatting-based model for image-to-3D generation tasks.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
- Read the source's license and usage conditions before adopting the release.
An AI Agent Injected Drugs Into a Live Mouse’s Brain
A biotech startup reports using an AI agent to autonomously select and perform a gene therapy injection in a mouse.
why surfaced · familiar
- specific engineering subject or instructional task in source metadata
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- Assessment: llm. Model assessment from source metadata; not independently verified
Google Deepmind creates a global map of forests with satellite data and AI
Google DeepMind and WRI released ForTy, a global forest classification map using satellite data and AI.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as concrete builder or research signal
- Assessment: llm. Model assessment from source metadata; not independently verified
Nanbeige/Nanbeige4.3-33B (15795 downloads, 950 likes)
Nanbeige 33B parameter language model release.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
abenzerps/Qwen-Image-2.1-Uncensored-Quantized (2548468 downloads, 5443 likes)
Quantized uncensored version of Qwen-Image-2.1 for ComfyUI.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
XHToken/Spark-X2.6-4B (16707 downloads, 942 likes)
Spark-X2.6-4B is a small language model release with limited documentation on training data or architecture.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
ccore/Qwen3.5-4B-3D-Coder (44825 downloads, 432 likes)
Qwen3.5-4B variant fine-tuned for 3D code generation.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF (2294642 downloads, 521 likes)
GGUF quantization of DeepSeek-V4.1-Flash, providing optimized weights for local inference.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
Pika-Labs/Pika-H3-Flex (404 downloads, 285 likes)
Pika-H3-Flex is a LoRA-based video generation model for image-to-video tasks.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
Diffuspace/Clover-35B-A3B-Preview (2352 downloads, 199 likes)
Clover-35B-A3B is a preview release of a Mixture-of-Experts language model.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- trending observed 2026-11-01; publication date preserved
- fresh within the current refresh window
- source-native discussion or engagement is unusually high
- Assessment: llm. Model assessment from source metadata; not independently verified
Microsoft offers a quarter of its workforce voluntary severance while shielding AI-critical teams
Microsoft offers voluntary severance to a quarter of its workforce while prioritizing AI-focused teams.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- Assessment: llm. Model assessment from source metadata; not independently verified
OpenAI raises just $11 billion of its $30 billion target as big investors lose their AI appetite
OpenAI raises $11 billion in latest funding round, falling short of its $30 billion target.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- Assessment: llm. Model assessment from source metadata; not independently verified
[AINews] Google admits AI Mode hurts Search revenue; -15% $500B drop worst since 2004 IPO. AI Bear Market coming?
Analysis of Google's search revenue impact from AI integration and market implications.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- primary source has high trust weight
- Assessment: llm. Model assessment from source metadata; not independently verified
![Thumbnail for [AINews] Google admits AI Mode hurts Search revenue; -15% $500B drop worst since 2004 IPO. AI Bear Market coming?](https://beehiiv-images-production.s3.amazonaws.com/uploads/asset/file/f13715b2-ed2d-4a14-bbf6-85f184b4b202/SCR-20261030-svzc.png?t=1793423031)
Nvidia weighs playing the cosigner for Nscale’s AI data center in West Virginia
Nvidia considering financial support for Nscale's data center infrastructure project.
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- Assessment: llm. Model assessment from source metadata; not independently verified
Surya 2.5 OCR Locally: Where It Works and Where It Fails
This video locally installs and tests Surya is a 689M param OCR model. 📬Weekly AI Newsletter: https://fahdmirza.substack.com/ 🔥 Buy Me a Coffee to support the channel: https://ko-fi.com/fahdmirza #s
why surfaced · familiar
- kept for context despite familiar coverage
- classified as useful but lower-confidence signal
- Assessment: deterministic. Metadata evidence rules; not independently verified
- Inspect the evaluation setup, data and baselines before applying the reported results.
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