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#Llm

114 articles on Llm — news, releases, guides and analysis from the SourceFeed engine.

Encrypted Chain-of-Thought Was Security Theater

Researchers replayed frontier models' hidden reasoning into their cheaper siblings, and the raw thoughts, secrets included, spilled out.

Rachel Goldstein

Command Center Targets the 'AI Slop' Problem With a Quality-First Coding Environment

A new agentic coding environment called Command Center tackles the gap between AI-generated code and production-ready code — with a refactoring agent, guided diff walkthroughs, and parallel workspace management baked in.

Article · 2mos ago0

Xiaomi's MiMo-V2.5-Pro-UltraSpeed Pushes a 1T Model Past 1000 Tokens/Sec on Commodity GPUs

Through FP4 quantization, block-level speculative decoding, and the TileRT system stack, Xiaomi claims trillion-parameter decode speeds normally reserved for custom silicon — on a single 8-GPU node.

News · 2mos ago5

MarkItDown: Microsoft's Swiss-Army Converter for LLM Document Ingestion

The 148k-star Python library turns PDFs, Office docs, audio, YouTube URLs, and more into clean Markdown — the lingua franca that LLMs actually understand.

Article · 2mos ago0

Agent Reach Gives AI Agents Live Eyes on Twitter, Reddit, and GitHub — No API Keys Required

The open-source CLI tool wraps platform scrapers and Jina Reader into a single agentic interface, letting Claude Code, Cursor, and friends read social signals and code repos without expensive API subscriptions.

Article · 2mos ago0

Supermemory: An Open-Source Memory and Context Engine for AI Apps

With 26k+ GitHub stars and top scores on three AI memory benchmarks, Supermemory gives developers a single API for persistent memory, RAG, user profiles, and connectors — no vector DB plumbing required.

Article · 2mos ago0

whichllm: Hardware-Aware LLM Rankings in One Command

Forget parameter count. This open-source CLI auto-detects your GPU, pulls live HuggingFace data, and ranks local models by real benchmark scores weighted for your exact rig.

Article · 2mos ago0

Goose: The Open-Source AI Agent That Executes Your Dev Tasks, Not Just Suggests Them

Now stewarded by the Linux Foundation's Agentic AI Foundation, Goose is a Rust-built autonomous agent with 47k+ GitHub stars that installs, edits, runs, and tests — across 15+ LLM providers.

Article · 2mos ago0

Headroom Cuts LLM Token Costs by Up to 95% — Without Changing Your Answers

The open-source context compression layer strips fat from tool outputs, logs, RAG chunks, and conversation history before they hit the model — preserving accuracy while slashing spend.

Article · 2mos ago0