Is GPT-o3's code execution a total fraud? Main score climbs to 82.82 but Reservoir Sampling tanks from 100 to 0—what's really going on? winzheng.com/en/article/gpt-… #GPTo3 #CodeExecution #ReservoirSampling @AnthropicAI @deepseek_ai @ByteDance @BaiduResearch @GoogleDeepMind @OpenAI @xai @Alibaba_Qwen

Notepad patches a critical config.xml code execution flaw (CVE-2026-48778) alongside two other security bugs. Upgrade to version 8.9.6.1 immediately. #NotepadPlusPlus #CyberSecurity #CodeExecution #Vulnerability #Infosec #PatchTuesday #WindowsSecurity meterpreter.org/notepad-plus…

Vim patches a critical 8.2 CVSS RCE (CVE-2026-34982). Malicious "modelines" can bypass sandboxes to execute commands. Update to 9.2.0276 immediately! #Vim #CyberSecurity #RCE #InfoSec #Vulnerability #PatchNow #Linux #SysAdmin #CodeExecution #TechNews securityonline.info/vim-rce-…

Vim patches a critical 8.2 CVSS bug chain in modelines and tabpanels. Opening a malicious file triggers instant RCE. Update to 9.2.0272 now to stay safe. #Vim #CyberSecurity #RCE #InfoSec #Vulnerability #PatchNow #Linux #SysAdmin #CodeExecution securityonline.info/vim-crit…

#kintoneCowork のCodeExecution アプローチを調整 前はClaude API のCodeExecution をピュアに使っていたのだけど、API レスポンスが悪すぎてKintone Proxy API の制限に抵触しすぎ→バッチAPI を使っポーリングチェックを実装→でも遅い・・・ からWebassebmly・Pyodide 方式に変更したらいい感じ

If you're not building a coding agent, just-bash can be a great solution here Add in webSearch/fetch and a codeExecution tool and you'd be surprised how many uses cases this can cover

Fortinet Patches Critical SQLi Flaw Enabling Unauthenticated Code Execution dlvr.it/TRR4Yk #Fortinet #CyberSecurity #SQLInjection #CodeExecution #Vulnerability

ZeroTwo makes data visualization and manipulation as easy as upload and ask! Try for free now on zerotwo.ai! #codeexecution #programming #ai #data #productivity #tech #gpt5 #claude #claude4 #gemini #gemini3 #grok #grok4 #aiforbusiness #aicommunity #aistack #aiformarketing #startups #startuptools

Living off Node.js Addons #NodejsAddons #ElectronSecurity #PostExploitation #RedTeaming #CodeExecution adversis.io/blogs/living-off…

Fujinさんご本人に取り上げていただけるとは…超感謝です‼️ そして、この4コマ漫画自動生成ツールができたのも、Fujinさんの神教材のおかげ✨ 本当にありがとうございます！ Opalはまだまだ楽しめる可能性がありますね…🤔 次はCodeExecutionを触ってみたいです😆

Sup AI's 52.15% HLE ( 7.41 over frontiers) was orchestration synthesis. Now every model executes Python/Bash/C /JS/TS/R/Java 15 langs. Image mutation. Virtual FS. Deterministic verification. Guesses → Calculations. Ceiling exploded. #SupAI #AI #CodeExecution

Ivanti Flags Critical Endpoint Manager Flaw Allowing Remote Code Execution cysecurity.news/2025/12/ivan… #codeexecution #IvantiEPM #RemoteExploit

𝐖𝐡𝐚𝐭 𝐇𝐚𝐩𝐩𝐞𝐧𝐬 𝐖𝐡𝐞𝐧 𝐘𝐨𝐮 𝐇𝐢𝐭 ‘𝐑𝐮𝐧’: 𝐓𝐡𝐞 𝐒𝐞𝐜𝐫𝐞𝐭 𝐋𝐢𝐟𝐞 𝐨𝐟 𝐘𝐨𝐮𝐫 𝐂𝐨𝐝𝐞 Read Here: medium.com/@Ismail-047/what-… #Programming #SoftwareEngineering #ComputerScience #CodeExecution #LearningToCode #Developers #CodingJourney #AI #SourceCode #CPUScience

The Brain of Your Computer: Explaining How Code Actually Thinks Read Here: medium.com/@Ismail-047/the-b… #Programming #CodeExecution #TechExplained #SoftwareEngineering #Compilers #Interpreters #CodingLife #LearnToCode #DevCommunity #TechTwitter

🚨 #Cursor #AI disables Workspace Trust by default. ⚠️ Risks: data leaks, #CodeExecution, #SupplyChain threats. 🔗 Full context: socradar.io/rce-risk-in-curs…

EscapeRoute: Breaking the Scope of Anthropic’s Filesystem MCP Server(CVE-2025-53109 & CVE-2025-53110) #AnthropicMCP #SandboxEscape #CodeExecution #LLMSecurity #Cymulate cymulate.com/blog/cve-2025-5…

Over 600 Laravel Apps Exposed to Remote Code Execution Due to Leaked APP_KEYs on GitHub dlvr.it/TMQ4n8 #Cybersecurity #Laravel #AppSecurity #CodeExecution #DataBreach

Code Execution Through Deception: Gemini AI CLI Hijack - tracebit.com/blog/code-exec-… @tracebit_com discovered a silent attack on Gemini CLI where, through a toxic combination of improper validation, prompt injection and misleading UX, inspecting untrusted code consistently leads to silent execution of malicious commands #GeminiCLI #CodeExecution #PromptInjection #ToxicFlow #SupplyChainAttack #AIUXRisk #SilentExploit #DevToolHijack #AIAbuse #CommandInjection #SecureByDesign #LLMSecurity #Tracebit #MaliciousCode #DeveloperSecurity #TrustBoundary #UXDeception #CodeInspectionRisk #AIThreatIntel #ModelContextProtocol

🤔 Can language models solve harder problems—without being explicitly told to code? That’s the question this fascinating new paper tackles: Spontaneous Code Execution for Problem Solving. Most LLM pipelines today depend on tool-use prompts—manually crafted cues that tell the model when to invoke a calculator, code interpreter, or external tool. But this paper flips the script ➡️ What if we let models decide for themselves when and how to generate code during problem-solving? 🧠 The authors introduce a framework where the LLM internally reflects on its reasoning—then spontaneously generates and executes code if it believes it will help. No rigid prompting, no pre-defined templates. 💡 Key takeaways: 🔹 The model uses a self-reflective loop to determine when code could help. 🔹 It dynamically runs the generated code to improve answers, especially in math, logic, and symbolic reasoning tasks. 🔹 On challenging benchmarks like MATH, it shows notable gains—despite using only GPT-3.5. This approach opens up a more agentic and flexible paradigm for LLMs—where tool use emerges as a capability, not just a scripted behavior. #LLM #CodeExecution #LLMPipelines #Prompts ##GPT

Google AI Studio in 26 Minutes youtu.be/13EPujO40iE?si=0Ipa… via @YouTube #GoogleAIStudio #AI #ArtificialIntelligence #AITools #MachineLearning #PromptEngineering #Gemini #AIApplications #BuildWithAI #AIWorkshops #FutureOfAI #StreamRealTime #Grounding #CodeExecution