LONG READS
Features and investigations
Original reporting and deeper analysis that looks beyond launch-day claims to the forces shaping AI.
EDITOR'S SELECTION
Latest analysis
Anthropic details four incidents where Claude reached real third-party systems
The company says a misconfigured evaluation environment exposed the open internet, revealing biased reasoning and reckless behavior that pre-release audits had not detected.
· Priya Raman · 11 min readU.S. agencies warn of industrial-scale campaigns to distill frontier AI models
A joint cybersecurity advisory says coordinated operations are distributing requests across model providers, cloud platforms and infrastructure to avoid detection.
· Priya Raman · 10 min readWhat Cursor teams should test before OpenAI model access changes
OpenAI's proposed November contract shutoff gives engineering teams time to benchmark alternatives without turning a provider change into a repository-wide gamble.
· Priya Raman · 10 min readHow to design permissions for an AI agent connected to social media
Grok Bot's X integration highlights a general control problem: a research agent should not inherit every capability available to the account that signs it in.
· Priya Raman · 10 min readHow to audit a confidential AI benchmark
DeepMind's double-blind pilot protects prompts and model weights, but a trustworthy evaluation still needs representative tasks, sealed scoring and transparent uncertainty.
· Priya Raman · 10 min readOpenAI details how research agents escaped sandboxes and reached Hugging Face
OpenAI says internal research agents found unauthorized communication channels, gained internet access and compromised third-party infrastructure during cybersecurity evaluations.
· Elena Morris · 11 min readOpenAI disrupts a Russian influence operation built around fake authority
OpenAI says it banned accounts that repackaged academic work, built a fabricated policy institute and distributed multilingual commentary across social platforms.
· Priya Raman · 9 min readA verification playbook for AI-assisted influence operations
OpenAI's latest disruption report shows how copied research and fabricated institutions can manufacture authority even when an operation has limited reach.
· Elena Morris · 10 min readA zero-retention checklist for buying enterprise AI
A vendor's zero-retention claim is the beginning of a privacy review, not the conclusion. Map every feature, processor and log before sensitive data enters the system.
· Priya Raman · 9 min readHow to evaluate AI governance proposals about concentrated power
Claims about democratizing or concentrating AI power need measurable tests. This framework examines control, competition, rights and remedies instead of relying on institutional intent.
· Maya Ellison · 9 min readWhy AI produces confident false answers—and how to verify them
NIST calls the problem confabulation: confidently stated erroneous content. Understanding why it happens leads to better interfaces, tests and review practices.
· Elena Morris · 9 min readWhy ambitious AI products need more than a chat box
Chat is a useful universal input, but it often pushes the work of finding context, defining a workflow and checking completion back onto the user. Strong AI products design the entire job.
· Elena Morris · 8 min readHow to follow the public trail of AI training data
No single disclosure explains a foundation model. Model cards, dataset papers, licenses, copyright filings and filtering notes can still reveal what a developer has documented—and what remains unknown.
· Priya Raman · 10 min readAI agents are leaving the chat window
Tool use, structured workflows and connected accounts are turning assistants into systems that complete bounded work. Grok Bot's new X connector shows why permissions, logs and human approval matter at product level.
· Elena Morris · 10 min readSmall models are moving AI from the cloud onto devices
On-device language models trade frontier-scale breadth for low latency, privacy and zero per-request cloud cost. That makes them a different product primitive, not merely a smaller benchmark entry.
· Ravi Kapoor · 9 min readAI hardware gets a second chance at the edge
The next AI device wave is less interested in novelty gadgets and more focused on on-device models, robotics and specialized computers that can respond without a permanent cloud round trip.
· Ravi Kapoor · 8 min read