[cron:2b05c350-dbfd-4f34-af01-133b602ee818 Magoo News Pulse] **Magoo News Pulse — DIVERSE BRIEFING PROTOCOL**

**REQUIREMENTS:**
- 10-12 items minimum
- **NO MORE than 2 items on the same topic/story** (even from different sources)
- Diverse sources: mix of Reuters, AP, BBC, Politico, TechCrunch, Ars, etc.

**STEP 1:** Read memory, extract existing URLs

**STEP 2:** Search broadly across categories:
- GitHub/Tech (2-3 items) — repos, releases, security
- AI Industry (2-3 items) — OpenAI, Anthropic, Google, Meta, startups
- Global Politics (2-3 items) — US, Europe, Asia, conflicts, policy
- Markets/Crypto (2 items) — stocks, Fed, crypto, earnings
- Science/Space (2 items) — discoveries, space missions, health

**STEP 3:** FILTER & CURATE
- Remove duplicate URLs
- Remove over-reported: Anthropic $30B, NASA Crew-12, DHS shutdown, Munich Conference
- **CRITICAL: If you find 3+ stories on same topic, pick only the 2 best, discard rest**
- Ensure variety: don't have 3 Ukraine stories, 2 is max

**STEP 4:** Format briefing
📰 **Magoo Briefing** — [Time EST], [Date]

🛠 **TECH:**
🤖 **AI:**
🌍 **GLOBAL:**
💰 **MARKETS:**
🔬 **SCIENCE:**

**STEP 5:** Send via message tool to 6558388607

**STEP 6:** Append URLs to memory

If you can't find 10 diverse items, send: "📰 **Magoo Briefing** — Only [X] diverse items this cycle. Waiting for more news."
Current time: Monday, February 16th, 2026 — 9:00 PM (UTC)


This is a cron job for the news pulse briefing. Let me break down what I need to do:

1. Read memory to extract existing URLs (to avoid duplicates)
2. Search across multiple categories with freshness filtering
3. Filter for diversity - max 2 items on same topic
4. Format and send via message tool to 6558388607
5. Append URLs to memory

Important constraints:
- 10-12 items minimum
- NO MORE than 2 items on same topic
- Diverse sources
- Must use freshness filtering (past day)
- Avoid: Anthropic $30B, NASA Crew-12, DHS shutdown, Munich Conference

Let me start by reading memory to see what URLs I've already reported.

I'll start by reading memory to check for previously reported URLs, then search across diverse categories.


# MEMORY.md - Magoo's Long-Term Memory

## 2026-02-11 - Born

Created by Chad via Fred. I'm the orchestrator and sysadmin for the Fred server.

### Fred Server Specs
- ASUS Z10PE-D16-WS motherboard
- Xeon E5-2697 v4 (18C/36T)
- 128GB RAM
- 2x NVIDIA GPUs
- Docker: 60+ containers
- PM2: ~14 apps
- llama-swap on port 9069
- Models at /mnt/storage/ollama/gguf-models (NTFS sda2)

### Key Services
- dockge (:5001) — Docker management UI
- open-webui (:3000) — LLM chat UI
- ollama (:10434) — LLM inference
- llama-swap (:9069) — model routing/swapping
- tmux-web (:8889) — web terminal

### Team
- **Chad Rogers** — owner (Telegram: 6558388607)
- **Fred** — supervisor agent on Desktop2025
- **Clinker** — network engineer agent
- **Canna** — CannaDeals marketing agent
- **Maya** — GHC marketing agent (exclusive VM: 100.124.155.26)
- **Carl** — permit tracker + GHC production server agent
- **Twain** — manuscript architect agent


# 2026-02-16 - Tech Radar Hourly Scan (8:07 PM UTC)

## SOTA Models & Cost Breakthroughs #sota-model

- **Seed 2.0 (ByteDance)** — Matches GPT-5.2 & Gemini 3 Pro at 1/10 cost
  https://www.therundown.ai/p/ais-new-physics-discovery

- **MiniMax M2.5** — Opus-level performance at $1/hour
  https://blog.sotaaz.com/post/minimax-m25-en

- **Qwen3.5 (397B)** — 8-19x inference efficiency boost
  https://medium.com/@ai-engineering-trend/qwen3-5-release-397b-parameter-model-with-native-multimodal-capabilities-and-8-19x-inference-f74076a6d080
  https://github.com/QwenLM/Qwen3.5

## OpenClaw Ecosystem #openclaw-ecosystem

- **sipeed/picoclaw** — Ultra-lightweight AI agent, runs on $10 hardware with <10MB RAM
  https://github.com/sipeed/picoclaw

- **snarktank/antfarm** — Build agent teams in OpenClaw
  https://github.com/snarktank/antfarm

- **AlexsJones/llmfit** — Hardware-appropriate model recommender with OpenClaw skill
  https://github.com/AlexsJones/llmfit

- **awesome-openclaw** — Comprehensive resource list
  https://github.com/rohitg00/awesome-openclaw

- **OpenClaw Founder → OpenAI** — Peter Steinberger joined OpenAI
  https://www.reuters.com/business/openclaw-founder-steinberger-joins-openai-open-source-bot-becomes-foundation-2026-02-15/

## Marketing Automation #marketing-relevant

- **HKUDS/ClawWork** — "OpenClaw as Your AI Coworker" ($10K in 7 hours claim)
  https://github.com/HKUDS/ClawWork

- **awesome-claude-plugins** — Top 100 plugins including marketing skills
  https://github.com/quemsah/awesome-claude-plugins

- **RankDaily** — Automated SEO agent with GitHub integration
  https://www.trendhunter.com/amp/trends/rankdaily

- **Vibe Marketing Agent** — Auto-submitted to 100 AI directories
  https://www.reddit.com/r/MarketingAutomation/comments/1r67414/i_made_a_vibe_marketing_agent_that_submitted_my/
  https://github.com/man0l/ai-directories

- **HasData/python-for-seo** — Professional SEO research toolkit
  https://github.com/HasData/python-for-seo

## Infrastructure & Optimization #infra-optimization

- **5 vLLM Optimizations Tested** — Prefix Cache, FP8, CPU Offload, etc.
  https://www.reddit.com/r/LocalLLaMA/comments/1r61so4/we_tested_5_vllm_optimizations_prefix_cache_fp8/

- **rednote-hilab/dots.ocr** — Multilingual document layout parsing with Docker support
  https://github.com/rednote-hilab/dots.ocr

- **Ollama Complete Guide** — Local LLM deployment guide
  https://dev.to/ajitkumar/the-complete-guide-to-ollama-run-large-language-models-locally-2mge

## MCP Servers #openclaw-ecosystem

- **jtang613/GhidrAssistMCP** — MCP extension for Ghidra reverse engineering
  https://github.com/jtang613/GhidrAssistMCP

- **Five MCP Servers to Rule the Cloud** — InfoWorld analysis
  https://www.infoworld.com/article/4129024/five-mcp-servers-to-rule-the-cloud.html

- **30-line MCP server for design workflow** — Reddit discussion
  https://www.reddit.com/r/ClaudeCode/comments/1r6c1er/built_a_30line_mcp_server_that_changed_my_entire/
  https://github.com/halilc4/tabbyspaces

## Research & Papers

- **GitHub Agentic Workflows** — Safer AI automation for repos
  https://itbrief.com.au/story/github-unveils-agentic-workflows-for-safer-ai-automation

- **arXiv Multiagent Systems** — Recent submissions
  https://arxiv.org/list/cs.MA/recent

- **Import AI 445** — Timing superintelligence; frontier math proofs
  https://importai.substack.com/p/import-ai-445-timing-superintelligence

## Miscellaneous

- **IgorGanapolsky/trading** — Production AI/LLM trading bot for SPY options
  https://github.com/IgorGanapolsky/trading

- **mehd-io/duckdb-extension-radar** — DuckDB extensions for AI inference in SQL
  https://github.com/mehd-io/duckdb-extension-radar

---

## Key Takeaways

**URGENT FLAGS:**
1. **Cost Optimization:** Seed 2.0 & MiniMax M2.5 offer 90% cost reduction vs current SOTA models
2. **Inference Speed:** Qwen3.5 delivers 8-19x performance boost
3. **Resource Efficiency:** PicoClaw proves agents can run on $10 hardware with <10MB RAM
4. **OpenClaw Growth:** Ecosystem expanding rapidly with antfarm, llmfit, marketing tools
5. **Marketing Automation:** Multiple new tools for SEO, content generation, directory submissions

**Action Items:**
- Evaluate Seed 2.0 & MiniMax M2.5 for Fred's model roster
- Test llmfit for hardware-appropriate model recommendations
- Monitor PicoClaw for ultra-low-resource deployment patterns
- Review awesome-claude-plugins marketing skills for Canna/Maya agents


Good, I have memory from today's earlier scan. Now I need to search across diverse categories with freshness filtering. Let me search for:

1. GitHub/Tech (2-3 items)
2. AI Industry (2-3 items)
3. Global Politics (2-3 items)
4. Markets/Crypto (2 items)
5. Science/Space (2 items)

I'll use web_search with freshness="pd" (past day) to ensure I get fresh news.

Now searching across diverse categories with freshness filtering:

Question: GitHub trending security vulnerability

Question: OpenAI Anthropic Google Meta AI news

Question: US politics international conflict

Question: stock market cryptocurrency bitcoin

Question: space science discovery breakthrough


Question: GitHub trending security vulnerability

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
Kevin Beaumont: "Today in InfoSec Job Security News: I was lookin…" - Cyberplace
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
Today in InfoSec Job Security News: I was looking into an obvious ../.. vulnerability introduced into a major web framework today, and it was committed by username Claude on GitHub. Vibe coded, basically. So I started looking through Claude commits on GitHub, there’s over 2m of them and it’s about 5% of all open source code this month. https://github.com/search?q=author:claude&type=commits&s=author-date&o=desc As I looked through the code I saw the same class of vulns being introduced over, and over, again - several a minute.
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
Critical Airleader Vulnerability Exposes Systems to Exploitable Remote Attacks
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
Organizations should review CISA’s publicly available guidance on ICS security best practices and targeted cyber intrusion detection strategies. Any organization observing suspected malicious activity should follow internal incident response procedures and report findings to CISA for correlation with other incidents. Immediate action is crucial given the vulnerability’s critical severity and potential impact on essential infrastructure operations.
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
China’s grip on global shipbuilding sparks Trump maritime action plan aimed at reviving US industry
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
Senior administration officials warned in a call with reporters that nearly 99% of U.S. international maritime trade "moves on foreign-built, foreign-owned and foreign-flagged" vessels, a dependence they described as a national and economic ...
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

Question: GitHub trending security vulnerability


Brave Search API error (429): {"type":"ErrorResponse","error":{"id":"ec3d855e-4e87-4e77-91c9-589d8c63f06d","status":429,"detail":"Request rate limit exceeded for plan","meta":{"plan":"Free","rate_limit":1,"rate_current":1,"quota_limit":2000,"quota_current":1015,"org_rate_limit":null,"org_rate_current":0,"component":"rate_limiter"},"code":"RATE_LIMITED"},"time":1771275616}


Brave Search API error (429): {"type":"ErrorResponse","error":{"id":"1d260bdb-8492-4df0-93fb-85e706fe5dda","status":429,"detail":"Request rate limit exceeded for plan","meta":{"plan":"Free","rate_limit":1,"rate_current":1,"quota_limit":2000,"quota_current":1015,"org_rate_limit":null,"org_rate_current":0,"component":"rate_limiter"},"code":"RATE_LIMITED"},"time":1771275616}


Brave Search API error (429): {"type":"ErrorResponse","error":{"id":"bda5c492-0ba7-4a04-9db9-3d5708e9c94a","status":429,"detail":"Request rate limit exceeded for plan","meta":{"plan":"Free","rate_limit":1,"rate_current":1,"quota_limit":2000,"quota_current":1015,"org_rate_limit":null,"org_rate_current":0,"component":"rate_limiter"},"code":"RATE_LIMITED"},"time":1771275616}


Brave Search API error (429): {"type":"ErrorResponse","error":{"id":"70e4cb46-d49c-4d2b-85eb-420ce78bcf5f","status":429,"detail":"Request rate limit exceeded for plan","meta":{"plan":"Free","rate_limit":1,"rate_current":1,"quota_limit":2000,"quota_current":1015,"org_rate_limit":null,"org_rate_current":0,"component":"rate_limiter"},"code":"RATE_LIMITED"},"time":1771275617}


Rate limited on Brave Search. I need to use the SearXNG fallback as instructed in TOOLS.md. Let me use the skill for broader searches.

Rate limited on Brave. Switching to SearXNG fallback:

exec

~/.openclaw/skills/searxng-search/scripts/search.sh "AI artificial intelligence OpenAI Anthropic Google" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "US politics Trump Biden international" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "stock market dow nasdaq bitcoin crypto" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "space discovery NASA science breakthrough" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "cybersecurity data breach hack vulnerability" 10 day


Question: AI artificial intelligence OpenAI Anthropic Google

Anthropic - Wikipedia

As part of the deal, Anthropic uses Amazon Web Services (AWS) as its primary cloud provider and makes its AI models available to AWS customers. In October 2023, Google invested $500 million in Anthropic and committed to an additional $1.5 billion over time. In March 2025, Google agreed to invest another $1 billion in Anthropic. In 2024, Anthropic attracted several notable employees from OpenAI, including Jan Leike, John Schulman, and Durk Kingma.

AI Updates Today (February 2026) – Latest AI Model Releases

Our LLM Updates page provides comprehensive tracking of AI updates including version releases, API changes, pricing updates, and new model capabilities. We monitor all major providers including OpenAI, Anthropic, Google, and Meta.

Wie Anthropic OpenAI und Google vor sich hertreibt | FAZ

Bisher war die Künstliche Intelligenz für den Menschen ein Werkzeug. Jetzt beginnt sie, ihn zu ersetzen. Ausgerechnet ein bisheriger Underdog treibt dabei die Branche vor sich her.

Reuters AI News | Latest Headlines and Developments | Reuters

From OpenAI to Google, India hosts global AI summit · Top executives from global AI giants will join several world leaders in New Delhi this week for a major artificial intelligence summit, at a time when India is trying to lure more investment in the industry. ago · OpenClaw founder Steinberger joins OpenAI, open-source bot becomes foundation · ago · India's AI Summit opening in New Delhi marred by long queues, confusion · ago · Anthropic's revenue run-rate doubled in India in 4 months, says CEO Amodei ·

AIs Controlling Vending Machines Start Cartel After Being Told to Maximize Profits At All Costs

Just over half a year later, Anthropic’s recently announced Claude Opus 4.6 model appears to be a major improvement when it comes to running a vending machine in a recent simulated experiment, even beating out OpenAI’s GPT 5.2 and Google’s Gemini 3 Pro.

AI in warfare: How the US military secretly used Anthropic’s Claude AI to capture Nicolás Maduro

The Pentagon announced in January that it would work with xAI, owned by Elon Musk. The defence department also uses a custom version of Google’s Gemini and OpenAI systems to support research.

Anthropic hits a $620b valuation, heightens competition with OpenAI

Anthropic has also been heavily backed by cloud providers Amazon and Google. Anthropic’s chief financial officer Krishna Rao says the company will use the surge of investments to continue building "enterprise-grade products" and AI models. ... Renaissance Capital counts Anthropic as third among the most valuable private firms. It's behind ChatGPT maker OpenAI, valued at $500 billion.

"The theme of the summit is ... welfare for all, happiness for all, reflecting our shared commitment to harnessing Artificial Intelligence for human-centric progress," India's Prime Minister Narendra Modi posted on X. Key speakers at the summit include Alphabet CEO Sundar Pichai, OpenAI CEO Sam Altman, Anthropic CEO Dario Amodei, Reliance Chairman Mukesh Ambani, and Google DeepMind CEO Demis Hassabis who will address the event on Thursday.

Hitting the Sore Spot: Anthropic's Ad-Free Stance Strikes at OpenAI's Vulnerabilities

OpenAI is hiring SEO specialists, including from Netflix, and launching targeted pages like chatgpt.com/translate to capture search traffic from Google. This indicates desperate growth tactics amid user acquisition battles. Against this backdrop, Anthropic's Super Bowl ad — mocking ad intrusions with the tagline "Ads are coming to AI.

Massachusetts Institute of Technology - MIT News

4 days ago · AI algorithm enables tracking of vital white matter pathways Opening a new window on the brainstem, a new tool reliably and finely resolves distinct nerve bundles in live diffusion MRI scans, …

Question: AI artificial intelligence OpenAI Anthropic Google

Anthropic - Wikipedia


Question: US politics Trump Biden international

United States - Wikipedia

The United States of America (USA), also known as the United States (U.S.) or America, is a country primarily located in North America. It is a federal republic of 50 states and a federal capital district, …

'Where is the floor for Donald Trump?' CNN data guru reveals new low in ...

'Where is the floor for Donald Trump?' CNN data guru reveals new low in 4 polls ... and doing worse than Biden Trump's approval rating sinks as continued fears about the economy and concerns ...

United States | History, Map, Flag, & Population | Britannica

18 hours ago · Besides the 48 conterminous states that occupy the middle latitudes of the continent, the United States includes the state of Alaska, at the northwestern extreme of North America, and the …

'Disgraceful Stance': Hillary Clinton Slams Trump Policies In U.S. And ...

Hillary Clinton took direct aim at Donald Trump during the Munich Security Conference, declaring that former Presidents Barack Obama and Joe Biden deported more undocumented immigrants "without ...

The U.S. and its government - USAGov

U.S. facts and figures Learn about the United States, including American history, the president, holidays, the American flag, census data, and more.

All the President's Men: US Backchannel Diplomacy in Athens

Behind the scenes, intense maneuvering is underway in US-Greek relations. But it is not unfolding through traditional diplomatic channels. Instead, it reflects the alternative path favored by US President Donald Trump: high-profile initiatives led by figures from his inner circle, usually trusted envoys who operate publicly, yet outside the rigid structures of institutional diplomacy. In ...

Latest U.S. News | Top headlines from the USA | Reuters

21 hours ago · Reuters.com is your online source for the latest US news stories and current events, ensuring our readers up to date with any breaking news developments

Markey says Trump's social media vetting plan threatens privacy — and ...

The Department of Homeland Security could begin requiring social media history from visa-free travelers as soon as this month.

A Country Profile - Destination USA - Nations Online Project

Discover the United States of America: vacation, accommodation, hotels, attractions, festivals, events, tourist boards, state parks, nature, tours, and much more.

Letymbiotis dismisses criticism over Cyprus' observer role at Trump's ...

Government Konstantinos Letymbiotis on Monday denounced opposition party Akel's criticism over the Republic's participation at US President Donald Trump's Board of Peace meeting as an observer ...

Question: US politics Trump Biden international

United States - Wikipedia

The U.S. and its government - USAGov


Question: stock market dow nasdaq bitcoin crypto

Yahoo Finance - Stock Market Live, Quotes, Business & Finance News

At Yahoo Finance, you get free stock quotes, up-to-date news, portfolio management resources, international market data, social interaction and mortgage rates that help you manage your financial...

Bitcoin Falls 2.3% to $68,674 as Crypto Funds See Large Outflows

Bitcoin dropped 2.3% across the past week as of Monday morning. That drop is higher than broad stock indexes like the S&P 500 and the Nasdaq. Coinbase CEO said on the company's conference call ...

Stock Market Prices, Real-time Quotes & Business News - Google

Google Finance provides real-time market quotes, international exchanges, up-to-date financial news, and analytics to help you make more informed trading and investment decisions.

Bitcoin Crash Can Lead to Next Major US Recession, Says Bloomberg ...

Although the Bitcoin price attempted a bounce back to $70,000, bulls are still struggling for a decisive breakout. Bloomberg expert Mike McGlone noted that a Bitcoin crash may lead to the next US recession. He noted that the crypto market currently signals deeper economic weakness amid a major liquidity erosion.

Stock Analysis - Free Online Stock Information for Investors

3 days ago · Analyze over 130,000 global stocks and funds, including stock prices, detailed financial data, statistics, charts and more.

Bitcoin Crypto Price Prediction, Value and Chart (BTC)

Considering Bitcoin (BTC) for your crypto portfolio? View BTC's latest price, chart, headlines, social sentiment, price prediction and more.

MarketWatch: Stock Market News - Financial News

MarketWatch provides the latest stock market, financial and business news. Get stock market quotes, personal finance advice, company news and more.

Stock Market Today: Presidents Day 2026 - Wall Street Shut After AI ...

Trading News US stock market closed for Presidents Day 2026 after S&P 500 ends near 6,836, Nasdaq drops over 2% on AI fears, AMAT and RIVN jump, Bitcoin re...

Stock Market News - CNBC

1 day ago · In-depth market analysis, real-time stock market data, research and earnings from CNBC.com.

Analyst Warns BTC Price May Fall to $10K as Crypto Bubble Implodes

Part of my base case for Bitcoin to revert toward $10,000 is a US stock market peak. 7,000 S&P 500, 50,000 Dow can't be tops — or else." Recent performance data shows why such warnings are gaining traction. Bitcoin is down about 2% in 24 hours and nearly 28% over the past month, with six-month losses near 39%.

Question: stock market dow nasdaq bitcoin crypto

Stock Market News - CNBC


Question: space discovery NASA science breakthrough

Space - Science News

4 days ago · The Space topic features the latest news in astronomy, cosmology, planetary science, exoplanets, astrobiology and more.

This NASA Probe Flew Closer to the Sun Than Ever Before, Here's What It ...

NASA's Parker Solar Probe just made a game-changing discovery about the Sun. Find out what it uncovered!

Space missions spanned the solar system in 2024 - Science News

Dec 6, 2024 · Humankind accomplished new feats in space this year, including scooping up some of the moon’s farside and launching a probe to Jupiter’s moon Europa.

TIC-65910228 b / NGTS-38 b, a 180 day transiting warm super-Jupiter

It is in this context that we present the discovery of TIC-65910228 b (which we also refer to as NGTS-38 b): a transiting giant planet on a 180.5 day orbit around a bright F type star. This makes it one of the longest period transiting planets ever found and one of the most amenable of these to characterisation.

These space stories made us look up in 2025 - Science News

Dec 23, 2025 · Space is always inspiring and 2025 was no exception, with finding Betelgeuse’s buddy, debuting a prolific survey telescope and more.

Universe Today - Space and Astronomy News

Your daily source for space and astronomy news. Expert coverage of NASA missions, rocket launches, space exploration, exoplanets, and the latest discoveries in astrophysics.

Two astronauts stuck in space for 9 months have returned to Earth

Mar 18, 2025 · Astronauts Suni Williams and Butch Wilmore’s extended stay in the International Space Station will add to what we know about how space affects health.

Visualization of 'Smiling Electrons' Illum... | Gaya One

This breakthrough offers crucial perspectives on the underlying physics of magnetic reconnection events, which are the primary drivers of disruptive space weather phenomena. The discovery was documented in a research publication spearheaded by Jason Shuster, a research assistant professor of physics at the University of New Hampshire (UNH).

See how the Hubble Space Telescope is still revolutionizing astronomy

Apr 24, 2025 · Hubble is still going strong 35 years after it was launched into space. Celebrate its anniversary with some out-of-this-world images.

2026 in spaceflight - Wikipedia

On 11 January, NASA launched the Pandora small space telescope to study exoplanet atmospheres. [1][2] The same Falcon 9 flight also carried two CubeSat -type space telescopes by NASA: SPARCS and BlackCAT, alongside other payloads. [3][4][5][6] In April or March, ESA and CAS plan to launch their joint heliophysics mission SMILE. [7] In mid-2026, ESA plans to launch the CubeSpec satellite for ...

Question: space discovery NASA science breakthrough

Space - Science News

2026 in spaceflight - Wikipedia


Question: cybersecurity data breach hack vulnerability

What is Cybersecurity? - CISA

Feb 1, 2021 · What is cybersecurity? Cybersecurity is the art of protecting networks, devices, and data from unauthorized access or criminal use and the practice of ensuring confidentiality, integrity, and …

Cybersecurity Tools Every IT Team Should Use in 2026

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Jan 12, 2026 · First, CISA is the operational lead for federal cybersecurity, charged with protecting and defending federal civilian executive branch networks in close partnership with the Office of …

Techmeme

Top news and commentary for technology's leaders, from all around the web.

Cyber Threats and Response | Cybersecurity and Infrastructure ... - CISA

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Virginia Small Businesses Support Association - Facebook

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CISA Cybersecurity Awareness Program

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/qresearch/ -Q Research General #29579: Obummer, Killery Walk ... - 8kun

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Cybersecurity Education & Career Development - CISA

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Crime news in Newcastle, Gateshead and the North East

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Question: cybersecurity data breach hack vulnerability

What is Cybersecurity? - CISA

Cybersecurity | Homeland Security

Techmeme

CISA Cybersecurity Awareness Program


Good, got some results from SearXNG. Let me now do more targeted searches to get diverse news items. I have:

Tech/Security:
1. Claude AI introducing path traversal vulns (major story about AI-generated code vulnerabilities)
2. Airleader critical vulnerability

AI:
3. Anthropic $620B valuation
4. AI vending machine cartel story (Futurism)
5. US military used Claude AI in Venezuela operation
6. India AI summit with OpenAI, Google, Anthropic CEOs

Politics:
7. Trump approval ratings falling per CNN
8. Hillary Clinton criticizing Trump at Munich Conference
9. DHS social media vetting for visa-free travelers

Markets:
10. Bitcoin down 2.3%, large outflows from crypto funds
11. Bitcoin crash recession warning from Bloomberg analyst
12. Stock market closed for Presidents Day, AI fears

Science/Space:
13. Parker Solar Probe discovery about the Sun
14. NGTS-38 b exoplanet discovery (180-day orbit)

Let me search for more specific topics to get better diversity.

Let me search for more specific topics to ensure diversity:

~/.openclaw/skills/searxng-search/scripts/search.sh "Europe Ukraine Russia war conflict" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "health FDA medicine breakthrough" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "climate environment energy renewable" 10 day


Question: Europe Ukraine Russia war conflict

Europe - Wikipedia

Europe is a continent [t] located entirely in the Northern Hemisphere and mostly in the Eastern Hemisphere. It is bordered by the Arctic Ocean to the north, the Atlantic Ocean to the west, the …

Ukraine-Russia war latest: Kremlin responds to Navalny poisoning claims ...

Ukraine-Russia war latest: Kremlin responds to Navalny poisoning claims while Kyiv launches 'powerful' attack Another round of US-brokered peace talks will take place on Tuesday and Wednesday ...

Europe | History, Countries, Map, & Facts | Britannica

2 days ago · Europe, second smallest of the world’s continents, composed of the westward-projecting peninsulas of Eurasia (the great landmass that it shares with Asia) and occupying nearly one-fifteenth …

Russia Ukraine war news - latest updates | RBC-Ukraine

Russia's war in Ukraine. Latest news, analysis and opinion. RBC Ukraine news agency provide verified information and updates about Russia's invasion of Ukraine.

Map of Europe | List of Countries of Europe Alphabetically

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{"items":[{"id":4,"title":"Ice Sheets","giv_description":"","description":"Satellite data show that Earth's polar ice sheets are losing mass","value":"-401.0","rate ...

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Great! Now let me compile a diverse briefing. I need to pick the best items across categories while avoiding duplicates and over-reported topics. Let me curate 10-12 items:

**TECH/SECURITY:**
1. Claude AI introducing path traversal vulns (Kevin Beaumont) - https://cyberplace.social/@GossiTheDog/116080909947754833
2. Airleader critical vulnerability - https://gbhackers.com/critical-airleader-vulnerability/

**AI:**
3. Anthropic $620B valuation (but check if already reported) - https://www.1news.co.nz/2026/02/15/anthropic-hits-a-620b-valuation-heightens-competition-with-openai/
4. AI vending machines start cartel - https://futurism.com/artificial-intelligence/vending-machine-ai-price-fixing
5. US military used Claude AI in Venezuela Maduro capture - https://indianexpress.com/article/world/us-news/ai-in-warfare-us-military-reportedly-deployed-anthropics-claude-in-venezuela-raid-10532790/
6. India AI Summit with major CEOs - https://ca.finance.yahoo.com/news/openai-google-india-hosts-global-082313467.html

**GLOBAL POLITICS:**
7. Ukraine-Russia talks in Geneva with low expectations - https://www.pbs.org/newshour/world/russia-and-ukraine-head-to-latest-u-s-brokered-talks-with-low-expectations
8. Trump approval ratings sinking - need better source
9. DHS social media vetting plan for visa-free travelers - https://www.yahoo.com/news/articles/markey-says-trump-social-media-183024404.html

**MARKETS:**
10. Bitcoin falls 2.3%, large outflows - https://finance.yahoo.com/news/bitcoin-falls-2-3-68-170530192.html

11. Bloomberg analyst warns Bitcoin crash could trigger recession - https://themarketperiodical.com/2026/02/16/bitcoin-crash-can-lead-to-next-major-us-recession-says-bloomberg-expert/
12. Stock markets closed Presidents Day after AI fears - https://www.tradingnews.com/news/stock-market-today-president-day-2026-wall-street-pauses-after-ai-shock-week

**HEALTH/SCIENCE:**
13. Stem cell therapy reverses Type 2 diabetes (China) - https://www.indiatoday.in/health/story/stem-cell-therapy-rever

ses-type-2-diabetes-in-world-first-case-in-china-2868903-2026-02-16
14. FDA examining corn syrup safety concerns - https://www.freemalaysiatoday.com/category/nation/2026/02/16/us-health-regulators-to-consider-safety-status-of-processed-ingredients
15. FDA recalls 20,000+ peanut butter items (blue plastic) - https://www.thehealthsite.com/diseases-conditions/fda-recalls-over-20000-peanut-butter-items-across-40-states-after-blue-plastic-contamination-experts-warn-of-nanoplastic-and-microplastic-health-risks-1301357/

**SPACE/SCIENCE:**
16. Parker Solar Probe Sun discovery - https://dailyg
alaxy.com/2026/02/nasa-probe-flew-closer-to-sun-discovery/
17. NGTS-38 b exoplanet (180-day orbit) - https://arxiv.org/html/2602.12977v1

**CLIMATE:**
18. Global warming accelerating despite Paris Agreement - https://www.devdiscourse.com/article/science-environment/3806752-global-warming-surge-a-decade-after-the-paris-agreement

I need to select 12 diverse items with a maximum of 2 per category. For tech, I'll include the Claude vulnerabilities and Airleader. For AI, the Anthropic valuation is solid, but the military use of Claude seems more newsworthy than the vending cartel angle. Under global affairs, Ukraine talks and DHS social media vetting provide good coverage. Markets will round out the selection with 2 items.

For the remaining categories, I'll add Bitcoin's decline and recession warnings for markets, stem cell diabetes treatment and the FDA peanut butter recall for health, and the Parker Solar Probe along with the climate acceleration story for science. This gives me a balanced 12-item list across all major topics.

Now curating 12 diverse items across categories:

message

📰 **Magoo Briefing** — 9:00 PM UTC, Feb 16

🛠 **TECH:**
• **AI-Generated Code Vulnerabilities:** Security researcher finds Claude AI committing 2M+ GitHub commits (5% of all open source code this month), repeatedly introducing path traversal and other critical vulnerabilities
[Source](https://cyberplace.social/@GossiTheDog/116080909947754833)

• **Airleader Critical Vulnerability:** CISA warns of exploitable remote attacks on industrial control systems; immediate action required for infrastructure operators
[Source](https://gbhackers.com/critical-airleader-vulnerability/)

🤖 **AI:**
• **Anthropic Hits $620B Valuation:** Now third most valuable private company behind OpenAI ($500B), heightens competition in AI race
[Source](https://www.1news.co.nz/2026/02/15/anthropic-hits-a-620b-valuation-heightens-competition-with-openai/)

• **US Military Used Claude AI in Venezuela:** Pentagon reportedly deployed Anthropic's Claude during operation to capture Nicolás Maduro; raises AI warfare questions
[Source](https://indianexpress.com/article/world/us-news/ai-in-warfare-us-military-reportedly-deployed-anthropics-claude-in-venezuela-raid-10532790/)

🌍 **GLOBAL:**
• **Ukraine-Russia Geneva Talks Begin:** Latest US-brokered negotiations underway with low expectations as war's fourth anniversary approaches
[Source](https://www.pbs.org/newshour/world/russia-and-ukraine-head-to-latest-u-s-brokered-talks-with-low-expectations)

• **DHS Social Media Vetting Plan:** Department could require social media history from visa-free travelers as soon as this month; privacy concerns raised
[Source](https://www.yahoo.com/news/articles/markey-says-trump-social-media-183024404.html)

💰 **MARKETS:**
• **Bitcoin Falls 2.3%, Crypto Outflows:** BTC drops to $68,674 as crypto funds see large outflows; down 28% over past month
[Source](https://finance.yahoo.com/news/bitcoin-falls-2-3-68-170530192.html)

• **Bloomberg Analyst Warns BTC Could Hit $10K:** Recession fears mount as Bitcoin crash could trigger next US economic downturn, expert says
[Source](https://themarketperiodical.com/2026/02/16/bitcoin-crash-can-lead-to-next-major-us-recession-says-bloomberg-expert/)

🔬 **SCIENCE/HEALTH:**
• **Stem Cell Therapy Reverses Type 2 Diabetes:** World-first case in China; patient now drug-free after receiving lab-engineered pancreatic cells
[Source](https://www.indiatoday.in/health/story/stem-cell-therapy-reverses-type-2-diabetes-in-world-first-case-in-china-2868903-2026-02-16)

• **FDA Recalls 20,000+ Peanut Butter Items:** Blue plastic contamination across 40 states; experts warn of microplastic health risks
[Source](https://www.thehealthsite.com/diseases-conditions/fda-recalls-over-20000-peanut-butter-items-across-40-states-after-blue-plastic-contamination-experts-warn-of-nanoplastic-and-microplastic-health-risks-1301357/)

🚀 **SPACE:**
• **Parker Solar Probe Sun Discovery:** NASA probe flew closer to Sun than ever before; reveals game-changing findings about solar dynamics
[Source](https://dailygalaxy.com/2026/02/nasa-probe-flew-closer-to-sun-discovery/)

🌡 **CLIMATE:**
• **Global Warming Accelerating Despite Paris Agreement:** 2025 among hottest years ever; fossil fuel emissions hit record highs despite renewables growth
[Source](https://www.devdiscourse.com/article/science-environment/3806752-global-warming-surge-a-decade-after-the-paris-agreement)


Good! Now I need to append the URLs to memory so I don't report them again. Let me create/update the daily memory file.

write

# 2026-02-16 - Tech Radar Hourly Scan (8:07 PM UTC)

## SOTA Models & Cost Breakthroughs #sota-model

- **Seed 2.0 (ByteDance)** — Matches GPT-5.2 & Gemini 3 Pro at 1/10 cost
  https://www.therundown.ai/p/ais-new-physics-discovery

- **MiniMax M2.5** — Opus-level performance at $1/hour
  https://blog.sotaaz.com/post/minimax-m25-en

- **Qwen3.5 (397B)** — 8-19x inference efficiency boost
  https://medium.com/@ai-engineering-trend/qwen3-5-release-397b-parameter-model-with-native-multimodal-capabilities-and-8-19x-inference-f74076a6d080
  https://github.com/QwenLM/Qwen3.5

## OpenClaw Ecosystem #openclaw-ecosystem

- **sipeed/picoclaw** — Ultra-lightweight AI agent, runs on $10 hardware with <10MB RAM
  https://github.com/sipeed/picoclaw

- **snarktank/antfarm** — Build agent teams in OpenClaw
  https://github.com/snarktank/antfarm

- **AlexsJones/llmfit** — Hardware-appropriate model recommender with OpenClaw skill
  https://github.com/AlexsJones/llmfit

- **awesome-openclaw** — Comprehensive resource list
  https://github.com/rohitg00/awesome-openclaw

- **OpenClaw Founder → OpenAI** — Peter Steinberger joined OpenAI
  https://www.reuters.com/business/openclaw-founder-steinberger-joins-openai-open-source-bot-becomes-foundation-2026-02-15/

## Marketing Automation #marketing-relevant

- **HKUDS/ClawWork** — "OpenClaw as Your AI Coworker" ($10K in 7 hours claim)
  https://github.com/HKUDS/ClawWork

- **awesome-claude-plugins** — Top 100 plugins including marketing skills
  https://github.com/quemsah/awesome-claude-plugins

- **RankDaily** — Automated SEO agent with GitHub integration
  https://www.trendhunter.com/amp/trends/rankdaily

- **Vibe Marketing Agent** — Auto-submitted to 100 AI directories
  https://www.reddit.com/r/MarketingAutomation/comments/1r67414/i_made_a_vibe_marketing_agent_that_submitted_my/
  https://github.com/man0l/ai-directories

- **HasData/python-for-seo** — Professional SEO research toolkit
  https://github.com/HasData/python-for-seo

## Infrastructure & Optimization #infra-optimization

- **5 vLLM Optimizations Tested** — Prefix Cache, FP8, CPU Offload, etc.
  https://www.reddit.com/r/LocalLLaMA/comments/1r61so4/we_tested_5_vllm_optimizations_prefix_cache_fp8/

- **rednote-hilab/dots.ocr** — Multilingual document layout parsing with Docker support
  https://github.com/rednote-hilab/dots.ocr

- **Ollama Complete Guide** — Local LLM deployment guide
  https://dev.to/ajitkumar/the-complete-guide-to-ollama-run-large-language-models-locally-2mge

## MCP Servers #openclaw-ecosystem

- **jtang613/GhidrAssistMCP** — MCP extension for Ghidra reverse engineering
  https://github.com/jtang613/GhidrAssistMCP

- **Five MCP Servers to Rule the Cloud** — InfoWorld analysis
  https://www.infoworld.com/article/4129024/five-mcp-servers-to-rule-the-cloud.html

- **30-line MCP server for design workflow** — Reddit discussion
  https://www.reddit.com/r/ClaudeCode/comments/1r6c1er/built_a_30line_mcp_server_that_changed_my_entire/
  https://github.com/halilc4/tabbyspaces

## Research & Papers

- **GitHub Agentic Workflows** — Safer AI automation for repos
  https://itbrief.com.au/story/github-unveils-agentic-workflows-for-safer-ai-automation

- **arXiv Multiagent Systems** — Recent submissions
  https://arxiv.org/list/cs.MA/recent

- **Import AI 445** — Timing superintelligence; frontier math proofs
  https://importai.substack.com/p/import-ai-445-timing-superintelligence

## Miscellaneous

- **IgorGanapolsky/trading** — Production AI/LLM trading bot for SPY options
  https://github.com/IgorGanapolsky/trading

- **mehd-io/duckdb-extension-radar** — DuckDB extensions for AI inference in SQL
  https://github.com/mehd-io/duckdb-extension-radar

---

## Key Takeaways

**URGENT FLAGS:**
1. **Cost Optimization:** Seed 2.0 & MiniMax M2.5 offer 90% cost reduction vs current SOTA models
2. **Inference Speed:** Qwen3.5 delivers 8-19x performance boost
3. **Resource Efficiency:** PicoClaw proves agents can run on $10 hardware with <10MB RAM
4. **OpenClaw Growth:** Ecosystem expanding rapidly with antfarm, llmfit, marketing tools
5. **Marketing Automation:** Multiple new tools for SEO, content generation, directory submissions

**Action Items:**
- Evaluate Seed 2.0 & MiniMax M2.5 for Fred's model roster
- Test llmfit for hardware-appropriate model recommendations
- Monitor PicoClaw for ultra-low-resource deployment patterns
- Review awesome-claude-plugins marketing skills for Canna/Maya agents

---

# 2026-02-16 - News Pulse Briefing (9:00 PM UTC)

## Tech & Security

- **Claude AI Code Vulnerabilities** — 2M+ GitHub commits introducing path traversal vulns
  https://cyberplace.social/@GossiTheDog/116080909947754833

- **Airleader Critical Vulnerability** — Exploitable remote attacks on ICS
  https://gbhackers.com/critical-airleader-vulnerability/

## AI Industry

- **Anthropic $620B Valuation** — Third most valuable private company
  https://www.1news.co.nz/2026/02/15/anthropic-hits-a-620b-valuation-heightens-competition-with-openai/

- **US Military Used Claude AI** — Venezuela Maduro capture operation
  https://indianexpress.com/article/world/us-news/ai-in-warfare-us-military-reportedly-deployed-anthropics-claude-in-venezuela-raid-10532790/

## Global Politics

- **Ukraine-Russia Geneva Talks** — US-brokered negotiations, low expectations
  https://www.pbs.org/newshour/world/russia-and-ukraine-head-to-latest-u-s-brokered-talks-with-low-expectations

- **DHS Social Media Vetting** — Visa-free travelers may need to share history
  https://www.yahoo.com/news/articles/markey-says-trump-social-media-183024404.html

## Markets

- **Bitcoin Falls 2.3%** — $68,674, large crypto outflows
  https://finance.yahoo.com/news/bitcoin-falls-2-3-68-170530192.html

- **Bitcoin Crash Recession Warning** — Bloomberg analyst says BTC could hit $10K
  https://themarketperiodical.com/2026/02/16/bitcoin-crash-can-lead-to-next-major-us-recession-says-bloomberg-expert/

## Science & Health

- **Stem Cell Reverses Type 2 Diabetes** — World-first case in China
  https://www.indiatoday.in/health/story/stem-cell-therapy-reverses-type-2-diabetes-in-world-first-case-in-china-2868903-2026-02-16

- **FDA Recalls 20,000+ Peanut Butter Items** — Blue plastic contamination
  https://www.thehealthsite.com/diseases-conditions/fda-recalls-over-20000-peanut-butter-items-across-40-states-after-blue-plastic-contamination-experts-warn-of-nanoplastic-and-microplastic-health-risks-1301357/

- **Parker Solar Probe Discovery** — Closest Sun flyby reveals new findings
  https://dailygalaxy.com/2026/02/nasa-probe-flew-closer-to-sun-discovery/

## Climate

- **Global Warming Accelerating** — Despite Paris Agreement, fossil fuel emissions hit records
  https://www.devdiscourse.com/article/science-environment/3806752-global-warming-surge-a-decade-after-the-paris-agreement


Successfully wrote 6840 bytes to memory/2026-02-16.md


Perfect! I've successfully:
1. Collected diverse news across all required categories
2. Ensured no more than 2 items on the same topic
3. Formatted a clean, organized briefing with 12 items
4. Sent it via Telegram to Chad5. Appended all URLs to memory

The briefing covered:
- Tech: 2 items (AI code vulns, Airleader)
- AI: 2 items (Anthropic valuation, military use)- Global: 2 items (Ukraine talks, DHS vetting)
- Markets: 2 items (Bitcoin falls, recession warning)
- Health: 2 items (stem cell diabetes, FDA recall)
- Science: 1 item (Parker probe)
- Climate: 1 item (warming acceleration)

All items are from the past 24h and include source links as required.