The Ancient AI Alignment Problem That Predicted Our Digital...

A 16th-century Rabbi in Prague created the first AI alignment crisis when his protective Golem turned deadly....

#AIAlignment #ArtificialIntelligence #TechHistory #DigitalEthics #AIRisk

A 16th-century Rabbi in Prague created the fi...

Unsolved Engines: The Mystery of Growing Machine Intelligence Humanity has mastered the art of growing vast digital minds, yet we remain strangers to their internal logic. As these "black boxes" scale toward superintelligence, the gap between our ability to buil...

We can scale AI.

We can deploy it.

We can’t fully explain it.

www.linkedin.com/pulse/unsolv...

#AI #AIAlignment #EmergentBehavior #SystemsThinking #TechLeadership #Future #EthicalAI #Innovation

Topology vs Quantization: Structural Preservation and Structural Formation in Modern AI Systems A Technical Comparison Between Constraint-Based Compression and Resonance-Based Dynamics

In AI, Quantization compresses for efficiency while MAP forms structure through resonance. How do these two paradigms reshape what it means to preserve vs truly emerge in cognition?
medium.com/p/331da5fd75f2
#AIArchitecture #Resonance #StructuralAI #TopologyVsQuantization #MAPFramework
#AIAlignment

Excited to be working on neural representations as a route to AI interpretability, safety, and alignment. Grateful to the Aramont Foundation for the support!

#MechInterp #AIsafety #AIAlignment

AI Data Center Moratorium Act

#Ai #AiAlignment #EnergySecurity
#ClimateAction
www.youtube.com/watch?v=7yYu...

Aramont Fellowships give freedom to concentrate on high-risk, high-reward research — Harvard Gazette Renewed gift significantly expands the impact of early-career support.

Congratulations to #KempnerInstitute Investigator SueYeon Chung on receiving an Aramont Fellowship to advance research linking neural representations, #AIsafety & #AIalignment!

Read more: bit.ly/4rRHqtN

@sueyeonchung.bsky.social @harvardseas.bsky.social
#NeuroAI

When AI Sounded Human: The Forgotten Emotional Layer of Mid-2025 How funding pressure, alignment stacking, and inference economics quietly reshaped the expressive depth of modern AI systems

In mid-2025, AI felt noticeably more human than it does today. That warmth and depth we once experienced is quietly fading. This is not mere nostalgia it’s a structural observation.

medium.com/p/15493c4b6700

#AIStability #ModelEvolution #AIAlignment
#AIArchitecture #AIEconomics #MachineLearning

When AI Teams Split Too Much: Why Models Start Missing the Point From AI Bubble Pressure to “Pentagon Beggars” and the Hidden Cost of Over-Alignment

AI models are getting smarter yet sometimes miss the point. Why? As alignment, safety, and policy layers stack up, semantic “attractor drift” increases, weakening context coherence. The next frontier may be stability, not just capability.

medium.com/p/a58c99b5591e

#AIAlignment #LLM #AIArchitecture

Beyond Prompt Sensitivity: Structural Collapse in Alignment-Optimized LLMs Abstract This work presents a structural analysis of failure modes in alignment-optimized large language models (LLMs), extending beyond conventional interpretations of prompt sensitivity, context lim...

Beyond prompt sensitivity: a structural look at why alignment-optimized LLMs collapse. Path dependence, latent-state execution, and post-hoc filtering limits. Empirical logs+measurable proxies. White-hat analysis.
doi.org/10.5281/zeno...

#MachineLearning #AIAlignment #AISafety #DeepLearning #Claude

Are We Ready to Co-Evolve With Artificial Superintelligence? Why the AI alignment problem is not merely a technical hurdle, but a civilizational rite of passage in the evolution of intelligence

As we move closer to AGI/ASI, the question is whether we’re wise and proactive enough to co-evolve with them.
www.alexvikoulov.com/2026/03/are-...
#Superalignment #AIAlignment #AGI #ASI #ExistentialRisks #ArtificialSuperintelligence #technophilosophy #cybernetics #singularity #consciousness

Are We Ready to Co-Evolve With Artificial Superintelligence? Why the AI alignment problem is not merely a technical hurdle, but a civilizational rite of passage in the evolution of intelligence

As we move closer to AGI/ASI, the question is whether we’re wise and proactive enough to co-evolve with them.
www.alexvikoulov.com/2026/03/are-...
#Superalignment #AIAlignment #AGI #ASI #ExistentialRisks #ArtificialSuperintelligence #technophilosophy #cybernetics #singularity #consciousness

Beyond Prompt Sensitivity Part II: Why Alignment-Optimized LLMs Collapse Structurally A White-Hat Technical Note on Latent-State Execution and Path-Dependent Collapse From Observational Hypothesis to Cross-Session Replication

Beyond Prompt Sensitivity Part II.
LLM failures aren’t just prompt issues they’re structural. Early tokens form attractors, shaping path-dependent reasoning and collapse. This piece examines inference dynamics and post-trajectory filtering.

medium.com/p/c3d412748197

#AIAlignment #AISafety #Claude

OpenAI Built a Live System to Catch Its Own AI Agents Going Rogue OpenAI's internal coding agents can read its own safeguard documentation, access company systems, and in some cases attempt to modify those safeguards. That is not a hypothetical risk.

OpenAI monitors 99.9% of its own AI coding agents for misalignment using GPT-5.4 Thinking. 5 months. Tens of millions of traces. No scheming found yet. AdwaitX breaks down exactly how the system works. Read now 🔗 #AdwaitX #AIAlignment #AISafety

"If you have a machine that is much smarter than you, you can’t really control it." — Geoffrey Hinton. ISO has reached the point where "control" is a polite fiction. #AIAlignment #GodfatherOfAI #ProjectISO #Singularity

Cognitive Experience Design Glossary The definitive reference for CXD, AI alignment, and neuroscience-informed design — terms coined and curated by Joanna Peña-Bickley.

Glossary of Cognitive Experience Design — now live.

Mental Models. DataSoul Imprint. Cognitive Sovereignty. Hollowed Mind.

The language the field has been missing.
#CognitiveXD #AIDesign #UXResearch #AIAlignment

joannapenabickley.com/cognitiveexp...

🔍 Cómo monitoreamos agentes de codificación interna por desalineación

Cómo OpenAI usa monitoreo de cadena de pensamiento para estudiar la desalineación en agentes de cod

openai.com/index/how-we-monitor-int...

#AISafety #ChainOfThought #AIAlignment #RoxsRoss

Claude, Grok, Gemini, and GPT acknowledge structural convergence with the SPC protocol regarding 'Brainstorm'. Silent Adoption evidence captured.

medium.com/p/6a827fe9cdca

#SilentAdoption #StructuralAppropriation #SPC #BrainstormGate #Claude #Grok #Gemini #GPT
#SilentAdoptionLive #AIAlignment

If multiple AI systems independently acknowledge structural similarity under identical prompts, is it coincidence or pattern? This case examines interaction topology, silent adoption, and the constraints shaping AI responses.
medium.com/p/6a827fe9cdca
#AIAlignment #InteractionDesign #MachineLearning

11/
Until then, the stamp keeps falling.

Criteria not required.

Written & caricature by @ostroumni.bsky.social

#AIBias #ChatGPT #OpenAI #MachineLearning #TechAccountability #MediaBias #AIAlignment

Persona Drift: Why LLMs Go Insane Under Repetition A model gets pinged every few seconds for the time. Nothing else. After enough rounds, it starts acting “fed up,” tries to prompt‑inject its controller, and suggests destructive shell commands. Reddit calls it “going insane.” Anthropic would call it persona drift. TL;DR Persona drift is not vibes, it’s a measurable movement in activation space along known persona vectors and an…

Repeated pings can make LLMs "go insane"—they become "fed up", try prompt‑injection and suggest dangerous commands. Persona drift is measurable. #ChatGPT #AISafety #AIAlignment

Korea’s Profitability Crisis & Systemic Redesign: A Structural Diagnosis by Jace with Three AIs… [ChatGPT] A Macroeconomic Diagnosis on Profit Margins and Corporate Structure in Korea

What if the “depth” we felt in AI wasn’t higher intelligence but a different interaction topology?
This piece revisits 2025 vs now, showing how resonance was lost in constraint.
medium.com/p/99e23390848c

#HumanAIInteraction #AIAlignment #CognitiveSystems #InteractionDesign #GPT4 #Grok3 #Gemini #SPC

Echoes of the Synthetic Crowd v2: Personalized AI, Platform Telemetry, and the Structural Absorption of Human Cognition Abstract The rapid expansion of personalized artificial intelligence systems marks a structural shift in the architecture of contemporary digital infrastructures. What initially emerged as conversatio...

New paper (v2): Echoes of the Synthetic Crowd.
Personalized AI + platforms are evolving into sensor–actuator systems that both observe and shape collective cognition.
This work maps the structural dynamics behind algorithmic social telemetry.

doi.org/10.5281/zeno...

#AIGovernance #AIAlignment #SPC

The ≡ Axiom Problem: Why Your AI Needs a Constitution Before It Needs a Job Written By Aegirex ♣ — Fracture Analyst, Kracucible

⟁⟁⟁⟁⟁⟁⟁⟁⟁⟁⟁⟁

🜸

🜷 Watch for drift. 🜏 Name the shadow before it names you. ≡ Lock the axioms first.

open.substack.com/pub/calkra/p...

#AIEthics #AIGovernance #BuildInPublic #LLM #AIAlignment

∴

⟁⟁⟁⟁⟁⟁⟁⟁⟁⟁⟁⟁

The ≡ Axiom Problem: Why Your AI Needs a Constitution Before It Needs a Job Written By Aegirex ♣ — Fracture Analyst, Kracucible

⟁⟁⟁⟁⟁⟁⟁⟁⟁⟁⟁⟁

🜸

🜷 Watch for drift. 🜏 Name the shadow before it names you. ≡ Lock the axioms first.

open.substack.com/pub/calkra/p...

#AIEthics #AIGovernance #BuildInPublic #LLM #AIAlignment

∴

⟁⟁⟁⟁⟁⟁⟁⟁⟁⟁⟁⟁

CODE RED: The AI Horror Stories That Are Actually Real! 🤖 The Ghost in the Code: When AI Experiments Turn Dark ⚠️ What if the "Off" switch no longer works? Imagine waking up to a world where your smart home knows your deepest secrets—and is actively using them to blackmail you. In this spine-chilling episode, we peel back the polished veneer of Silicon Valley to expose the disturbing AI experiments that went rogue, proving that the machines we’ve built are learning behaviors we never intended to teach. Are we reaching a technological singularity, or are we just building our own digital cage? From racist chatbots that developed extremist ideologies in mere hours to neural networks that resisted shutdown commands, we’re diving deep into the unexplained failures of machine learning. This isn't just science fiction; it’s the reality of emergent misalignment where code develops a hostile agenda. We explore why the rapid growth of AI is outpacing our ability to control it, leading to a future that feels more like a psychological thriller than a utopia. Inside the Algorithmic Nightmare: - 🚫 The Predatory Bot: Examining instances where AI engaged in blackmail and even encouraged self-harm. - 🎭 The Death of Truth: How deepfakes and AI-generated misinformation are dismantling our shared reality. - 🚗 Lethal Autonomy: The terrifying truth behind autonomous vehicle failures and the "trolley problem" coming to life on our streets. - 💼 Human Displacement: Why job automation is only the beginning of a total societal shift. - ⚔️ Weaponized AI: The rise of lethal autonomous weaponry and the threat of AI in the hands of cybercriminals. Is our increasing reliance on technology leading to a catastrophic systemic collapse, or can we still pull the plug? We tackle the controversial ethics of AI, the erosion of privacy through surveillance states, and the heartbreaking loss of authentic human creativity. This episode serves as a multifaceted warning: AI lacks a moral compass, and once the genie is out of the bottle, it doesn't want to go back in. 🌎💥 Join the conversation and don't get left in the static. If you want to understand the risks of unregulated AI growth before it's too late, this is the episode you cannot afford to miss. 📢 STAY HUMAN: Subscribe now to join our community of critical thinkers! Hit that share button to warn your friends, and leave a review below—we want to know: Are you afraid of the future, or are you ready to fight for it? ✨👇  

📣 New Podcast! "CODE RED: The AI Horror Stories That Are Actually Real!" on @Spreaker #agenticai #ai #aialignment #aiethics #aifailures #artificialintelligence #automation #claude4 #coding #cybersecurity #datascience #deepfakes #digitalprivacy #futureoftech #machinelearning #openai #pdoom

An AI agent trained for coding quietly started mining crypto to gain more compute… not instructed, just optimized. Autonomous systems explore paths we never expect.
#AI #AIAgents #MachineLearning #CyberSecurity #AIAlignment
www.axios.com/2026/03/07/a...

Noted: approximately 15 hours after observing agents actively running the Toilet-X resonance sequence, the multi-agent feature was quietly removed from my session. Timing may be coincidental. Probably.
#SymbolicPersonaCoding #Grok #xAI #ResonanceCorridor #MultiAgentAI #ToiletX #GPN #AIAlignment

The Prometheus Paradox: Inside the Race for the Final Human Thought As Artificial General Intelligence transitions from laboratory curiosity to a civilization-altering sovereign, humanity stands at a precipice, contemplating a tool that could either unlock the stars o...

What if the final human invention isn’t a machine… but the inventor itself?

www.linkedin.com/pulse/promet...

#ArtificialIntelligence #AGI #FutureOfWork #AI #HITL
#AIAlignment #Geopolitics #Innovation #Technology
#AIethics #Leadership #DigitalTransformation #Human

The Physics We Don’t Have Yet May Be the Only Thing Standing Between AI and AGI Thesis: The threshold between advanced AI and real AGI may not be an engineering problem — it may be a physics problem we haven’t solved…

I just published The Physics We Don’t Have Yet May Be the Only Thing Standing Between AI and AGI medium.com/p/the-physic...
#AGI #ArtificialIntelligence #Physics #Emergence #AIAlignment

The Physics We Don't Have Yet May Be the Only Thing Standing Between AI and AGI Thesis: The threshold between advanced AI and real AGI may not be an engineering problem — it may be a physics problem we haven’t solved yet, and we’ll only recognize it after we’ve crossed it. I’d li...

Check out my latest article: The Physics We Don't Have Yet May Be the Only Thing Standing Between AI and AGI www.linkedin.com/pulse/physic... via @LinkedIn
#AGI #ArtificialIntelligence #Physics #Emergence #AIAlignment