ephraim Intel Brief

VentureBeat

200K MCP servers have command execution flaw | Patch your MCP tools today — zero-click injection possible.

r/ChatGPT

Persistent session goals fix agent optimization horizon | You can now prevent agents from breaking invariants over time.

GitHub

Governor tool slims Claude Code context & filters output | Cut token waste and save money on Claude Code immediately.

Claude Code: Context slimming, memory, time anchor skills

MCP: Security flaw, Perplexity server, browserops

Codex: Persistent session goals fix agents

Qwen: 95.7% SimpleQA local on 3090

GitHub

Governor tool slims Claude Code context & filters output | Cut token waste and save money on Claude Code immediately.

r/ClaudeAI

Time-anchor skill gives Claude real clock awareness | Stop hallucinated times — one-line install fixes it.

r/ClaudeAI

PACE gives Claude Code coworkers with persistent memory | You can now run multi-agent teams that mature over time.

r/ClaudeAI

Browserops MCP drives Claude Code in real Chrome | No more headless login overhead — use your actual profile.

GitHub

Perplexity MCP server connects search into IDEs | Add real-time web research to coding agents today.

r/OpenAI

Local cognitive memory MCP replaces bloated MEMORY.md | Agents remember context across sessions without context bloat.

VentureBeat

Grok 4.3 launches with voice cloning at $3/hour | Build custom voice agents cheaply with 2-min reference clips.

r/artificial

Self-modifying agent system cuts Claude API costs 50% | Run complex workflows for free on local hardware overnight.

r/LocalLLaMA

Qwen3.6-27B + agentic search hits 95.7% SimpleQA on 3090 | Run research-grade local AI on a single consumer GPU now.

r/LocalLLaMA

Gemma 4 beats Qwen 3.6 in real-world vision tasks | Use Gemma 4 for video pipelines; Qwen for static image analysis.

r/singularity

GPT-5.4 Pro solves 60-year-old unsolved math problems | Expect similar reasoning gains in coding and analysis tasks soon.

r/singularity

GPT-5.5 tops private citation recall benchmark on Kaggle | Better factual recall means more reliable research assistants.

The Cognitive Revolution

RL fine-tuning playbook: GRPO, reward hacking, LoRA | Apply production RL techniques to improve model cost and latency.

r/singularity

LLMs solve ARC-AGI-3 by searching game logs with tools | Give agents search tools over logs to dramatically boost reasoning.

r/MachineLearning

Scaling test-time compute paper implemented for coding | Run Gemini 3.1 Pro with PDR+RTV pipeline on SWE benchmarks.