Current AI alignment methods risk reinforcing biases, homogenising responses, and enabling deception. We must rethink AI development beyond preference learning and corrigibility, focusing on diversity, genuine human values, and democratic oversight.
Discover more at https://dev.to/rawveg/stop-making-ai-learn-from-us-31c
#HumanInTheLoop #AIethics #AIinSociety #AIrisks

AI attacks are moving at machine speed—and most orgs can’t keep up. Zscaler's new report shows how fast defenses are falling behind. https://jpmellojr.blogspot.com/2026/02/ai-is-rapidly-rendering-cyber-defenses.html #Cybersecurity #AIThreats #Zscaler #AIrisks

Threat researchers are increasingly evaluating how agentic AI systems could be abused if autonomy, internet access, and sensitive data converge.

Key concerns include agent-to-agent skill sharing, underground marketplaces, and the removal of human bottlenecks from ransomware and intrusion workflows. Defensive models are now shifting toward stronger human approval and behavioral detection.

How should InfoSec teams adapt as agents become more capable?

Source: https://www.infostealers.com/article/the-autonomous-adversary-from-chatbot-to-criminal-enterprise/

Follow TechNadu for objective security analysis.

#InfoSec #AgenticAI #ThreatModeling #CyberDefense #AIrisks #TechNadu

#AIEngineering #codeassistant #airisks

Report: AI hallucinates 27% of upgrade recommendations for open source projects

https://sdtimes.com/security/report-ai-hallucinates-27-of-upgrade-recommendations-for-open-source-projects/

#AIEngineering #airisks #dataprivacy

Trump’s CISA chief at it again: uploads sensitive files into ChatGPT

https://cybernews.com/security/madhu-gottumukkala-cisa-chatgpt/

#DarioAmodei compares #humanity’s current situation with #AI to a rite of passage, questioning if our systems can handle the immense power AI will bring. They emphasise the need for a realistic and pragmatic approach to discussing #AIrisks, avoiding doomerism and acknowledging uncertainty. https://www.darioamodei.com/essay/the-adolescence-of-technology?AIagents.at #AIagent #AI #ML #NLP #LLM #GenAI

#AIEngineering #llm #airisks #aisecurity

https://thenewstack.io/llms-create-a-new-blind-spot-in-observability/

#AIEngineering #airisks #aisecurity

https://www.infoworld.com/article/4120858/agentic-ai-exposes-what-were-doing-wrong.html

#AIEngineering #airisks #LLMs

https://securityboulevard.com/2026/01/ais-are-getting-better-at-finding-and-exploiting-internet-vulnerabilities/

Canada’s AI strategy stops at city limits
#Canada #CanadaAI #AI #ArtificialIntelligence #RuralCanada #Agriculture #FoodSystems #AIRegulation #TechPolicy #DigitalSovereignty #TechPolicy #Farming #RuralEconomy #PublicPolicy #DataGovernance #AIRisks #BigTech
https://the-14.com/canadas-ai-strategy-stops-at-city-limits/

#AIEngineering #aiethics #airisks

https://news.mit.edu/2026/why-its-critical-to-move-beyond-overly-aggregated-machine-learning-metrics-0120

A simple one-word change can fool AI classifiers, exposing critical vulnerabilities with real-world consequences—from financial fraud to life-threatening medical errors. MIT's open-source tools now let anyone test these weaknesses, raising urgent questions about safety and responsibility.
Discover more at https://dev.to/rawveg/the-one-word-catastrophe-1gf9
#AIrisks #AIsecurity #ResponsibleAI #HumanInTheLoop

Evil AI would force its human slaves to do data cleaning and feed it with structured data.
#ai #evilai #singularity #agi #airisks #slavery #datacleaning #aitraining #forcedlabor #humans

🚨 Breaking News: We've now reached the pinnacle of human achievement - teaching software to ignore all the red flags we've spent decades programming into it. 🤦‍♂️ Let's just let the machines do whatever they please; what could possibly go wrong? 🙄
https://blog.emilburzo.com/2026/01/running-claude-code-dangerously-safely/ #AIrisks #HumanAchievement #SoftwareDevelopment #TechNews #AutomationFails #HackerNews #ngated

#AIEngineering #aihype #codegeneration #airisks

50% Faster Code, 0% Better Understanding: The Comprehension Debt Crisis

https://itnext.io/50-faster-code-0-better-understanding-the-comprehension-debt-crisis-78d99c0cbc0c

https://winbuzzer.com/2026/01/17/security-flaw-resurfaces-in-anthropics-new-claude-cowork-tool-days-after-launch-xcxwbn/

Security Flaw Resurfaces in Anthropic’s New Claude Cowork Tool Days After Launch

#AI #Anthropic #Claude #CyberSecurity #AISecurity #AIAgents #ClaudeCowork #PromptInjection #DataExfiltration #AIRisks #AITools #FilesAPI #AgenticAI #PromptArmor

One of the most dangerous drivers of data risk today isn’t even on the radar of most security teams. AI technical debt is perilous because it's poorly understood. https://jpmellojr.blogspot.com/2026/01/ai-technical-debt-what-it-is-and-why-it.html #AITechnicalDebt #Forcepoint #AIrisks #SoftwareDevelopment

🚨 Grok-controverse: Een WAKE-UP CALL voor AI-risico's en contentmoderatie! Tijd voor actie. #AIRisks #ContentModeration 
https://itinsights.nl/zakelijke-it/grok-controverse-wake-upcall-voor-ai-risicos-en-contentmoderatie/

Các mức độ năng lực then chốt và CBRN (hóa/sinh/radiation/hạt nhân) sẽ trở thành vấn đề nghiêm trọng, có thể trước khi RSI cất cánh hay AGI xuất hiện. Hai kịch bản: minh bạch trong kiểm soát truy cập hoặc âm thầm áp dụng "Chương trình Truy cập Đặc biệt". Dù thế nào, người ngoài sẽ ngày càng bị bỏ lại với mô hình kém hơn. #AI #AGI #AnToanAI #CôngNghệ #AIrisks #CriticalCapabilities

https://www.reddit.com/r/singularity/comments/1pz5r3j/next_stop_the_ccl_gating_problem/

2/3 người Mỹ lo ngại AI sẽ gây hại nghiêm trọng cho con người trong 20 năm tới, theo khảo sát của Pew Research. Quan ngại về rủi ro công nghệ tiếp tục gia tăng. #AI #CongNghe #AIandEthics #GiaiDoanViec #AIProgress #AIConcerns #AIrisks #AIdebate #AItechnology #AItroubled #AIissues #AIeffects #AIwatch #AIfuture #AIchaos #AIharm #AIimpact #AIhorizon #AIanalysis #AIstudy #AIconcern #AIworry #AIdich #AIhatred #AIviolence #AIwar #AIdanger #AItragedy #AIproblem #AIcrisis #AIrisk #AIthreat #AIattack #AI