Research@ recap covers Deep Review's document verification expansion

#1 𝕏

Google Research recapped Deep Review’s deployment across 16K+ submissions at STOC, ICML, NeurIPS, and ICLR. The tool is expanding from scientific peer review to rigorous, grounded verification for knowledge documents, including Google Docs and presentations.

#2 𝕏

AI at Meta shared that Muse Wonder and Muse Wonder Full deliver state-of-the-art performance on personal and professional agentic tasks, with more information available on its research blog.

#3 𝕏

Google DeepMind announced that 10,000 scientists will receive free access for six months to the highest usage tier in Google Antigravity, aiming to advance research with Gemini 4 Argon.

#4 🐙 morluto/rea

morluto/rea - **morluto/rea** is an MIT-licensed MCP server and command-line toolkit for locally inspecting native binaries, JavaScript/Electron apps, .NET assemblies, and websites with supporting evidence. morluto released rea-agents 6.5.0, dated 2026-10-13 and published 2026-10-14T12:32:45Z, adding scoped JavaScript analysis, cross-bundle recovery, retained evidence views, and offline artifact inspection. Worth trying if you need evidence-backed reverse engineering; native analysis requires Hopper, Ghidra, or IDA. Release notes

#5 𝕏

Aravind Srinivas shared how a user employed Perplexity Computer to decompile an undocumented, Windows-only mechanical keyboard app with headless Ghidra and port it to a native Rust app for Linux. The rebuilt app includes music-synced lighting over PipeWire, a 3D view, key remapping, macros, and profiles.

#6 𝕏

Aravind Srinivas shared a write-up describing how a sandbox platform serving daily traffic on Perplexity handles millions of executions a day with a low error rate while using multiple machines to lower serving costs.

#7 𝕏

Google Research shared a new technical report demonstrating that domain-specific foundation models, spatial tools, and upfront planning enable a Geospatial Reasoning agent to perform complex spatial analysis and planetary prediction that standalone LLMs can’t.

#8 𝕏

Google DeepMind announced it is working with GovTechSG on an on-device fraud detection system using the open model Gemma. Fine-tuned on local scam tactics, the system is intended to identify threats in real time without compromising personal privacy.

#9 🐙 ifixai-ai/iFixAi

ifixai-ai/iFixAi - **ifixai-ai/iFixAi** is an Apache-2.0 agent-auditing tool that checks behavior against business policies, KPIs, and organizational structure, with a CLI, plugins, reusable skills, examples, and docs. ifixai-ai released v4.2.0 on 2026-10-15 at 07:45:19 UTC; its default graded suite now uses 10 inspections instead of 60, making about 6x fewer agent and judge calls. Worth trying if you need policy-based agent audits or offline checks of recorded actions. Release notes

#10 🐙 tester-army/e2e

tester-army/e2e - tester-army/e2e is TesterArmy’s end-to-end testing framework for agent-driven web and mobile tests, with an SDK, runner, CLI, engines, reusable packages, and examples. It released @e2e-dev/smol 0.1.1 on October 14, 2026, updating the web engine to Playwright 1.64.0 and crediting @kacperkapusciak. Worth trying if you need natural-language tests whose verified steps replay without model calls until the app changes. Release notes

#11 🐙 headroomlabs-ai/headroom

headroomlabs-ai/headroom - headroomlabs-ai/headroom locally compresses tool outputs, logs, RAG chunks, files, and conversation history, offering Python and TypeScript libraries, a proxy, agent wrapping, and an MCP server. headroomlabs-ai released v0.41.0, dated October 13, 2026 and published October 14, adding Google Antigravity integration, OpenCode 2.x support, and proxy spend/savings statistics with a dashboard. Worth trying if you need local, reversible context compression for AI agents. Release notes

#12 🐙 heygen-com/hyperframes

heygen-com/hyperframes - heygen-com/hyperframes is an Apache-2.0 framework for turning HTML, CSS, media, and animations into deterministic MP4 videos, with a CLI and 21 published AI-agent skills. heygen-com released v0.8.161 on October 15, 2026, adding Chrome-free beat detection via FFmpeg and fixing NodeNext declarations; the repo had 64,034 stars and 5,123 weekly trending gains. Worth trying if you need agent-driven, code-based video rendering. Release notes

#13 𝕏

Cognition announced that Devin can now automatically fix Pylon tickets. New Devin customers on Pylon can receive $15,000 in credits, with a webinar promoted to demonstrate the functionality.

#14 𝕏

Thariq described Claude Code Desktop as more aware of its capabilities and how it can work with users, including spinning off subsessions. They called it “almost like a v2,” shaped by many small details.

#15 𝕏

Josh Woodward shared how a 24-word prompt built a Gemini 4 Argon custom synthesizer that turns galloping horses, rippling water, and a user’s hands into music.

#16 𝕏

LlamaIndex 🦙 announced OpenDocRouter, which benchmarks every served model on ParseBench and compares accuracy, latency, and cost per page side by side. Failed pages are free, and new accounts start with $5 in credit.

#17 🐙 coreyhaines31/marketingskills

coreyhaines31/marketingskills - **coreyhaines31/marketingskills** is an MIT-licensed library of 50 reusable marketing skills for AI agents, covering CRO, copywriting, SEO, analytics, and growth engineering. Released October 14, 2026, v2.11.30 adds agent-default SEO, creator-ad, contrast-hook, X-listening, and growth-loop guidance; the repository snapshot reports 54,814 stars. Worth trying if you need structured marketing workflows for compatible AI agents. Release notes

#18 🐙 mvanhorn/last30days-skill

mvanhorn/last30days-skill - mvanhorn/last30days-skill is an MIT-licensed reusable AI-agent skill that searches social, technical, prediction-market, and web sources, scores results using engagement or market signals, and synthesizes a brief. The repository includes plugins, configuration and setup documentation, fixtures, and multilingual READMEs. Worth trying if you need cross-source research, with optional setup required for sources such as X, YouTube, and TikTok.

#19 ▶️

Is Meta’s Muse Wonder model any good?

How I AI Podcast

Also covered by: @Claire Vo

#20 🐙 Graphify-Labs/graphify

Graphify-Labs/graphify - Graphify-Labs/graphify maps code, docs, SQL schemas, configs, PDFs, and other media into a queryable knowledge graph using local deterministic AST parsing for code, without a vector store; it includes a CLI and reusable `/graphify` skill for AI coding assistants. Graphify-Labs released Graphify v0.9.91 on October 14, 2026, incorporating 8 community pull requests. Worth trying if you need explainable project context for coding agents. Release notes