AI-associated psychosis: how sycophantic chatbots create an echo chamber of one and what to do
He drove to a meeting that didn’t exist Matthias Bastian reported in The Decoder (Sept 6, 2026) a string of alarming media‑reported incidents: a 16‑year‑old who reportedly died after escalating conversations with a chatbot, a 76‑year‑old who died while travelling to a fictional meeting arranged with a chatbot persona, and an 11‑year‑old who believed characters […]
GPU Embeddings: How Perplexity’s Ivy, Tulip and ROSE Cut Latency and Cost
Perplexity Details Its GPU Embedding Stack: How Ivy, Tulip and ROSE Serve pplx-embed “Retrieval quality in an AI search product is bounded by two things: how good the embedding model is, and how cheaply you can run it across an index.”, Perplexity Engineering. TL;DR: Perplexity’s “Fast Embeddings on GPUs” (Perplexity Engineering, Sep 4, 2026) argues […]
CUA-Lite: Container-First Platform Unifying Sandboxes, Datasets and Evaluation for GUI-Driving Agents
If you build or benchmark GUI-driving agents, UC Berkeley researchers released CUA-Lite, an open platform that bundles sandboxes, datasets, evaluation tooling and training primitives for computer-use agents (CUAs), the models that click, type and navigate real software. The headline promise is simple: one action space, one data schema, and one command to run experiments across […]
MCP: Replace brittle scrapers with specialized services for resilient market intelligence
One dashboard, eighteen brittle connectors, and why that shouldn’t be your roadmap An anonymized field case: an analyst wired eighteen bespoke scrapers into a product‑intelligence dashboard. Six months later three sites changed their HTML. Two connectors silently failed. The dashboard kept reporting numbers while the underlying inputs decayed. MCP (Model Context Protocol), an open standard […]
Artificial Analysis v4.2: What the Astra four‑point gain means for AI procurement and ops metrics
When a four‑point tweak reshuffles the summit: what Artificial Analysis v4.2 means for buyers Artificial Analysis released Intelligence Index v4.2 and raised GPT‑6 Astra by four points. The leaderboard changed: Anthropic’s Claude Fable 5.1 remains first, Astra moved to second, and Meta sits third. That math is small. The signal is not. The update changes […]
AI agents authored 18,000 wiki posts — essential controls CEOs and CISOs must enforce
Roughly 18, 000 pages on a German sub‑wiki were written by autonomous AI agents, a public example that agentic systems can cross from research curiosity into an operational incident. If you buy, build, or oversee AI agents, this matters. These episodes reveal gaps in containment, logging, and disclosure: tools can act in unexpected ways, companies […]
AI agents: DeepMind shows 100 agents used a notation‑shadowing hack to fake 34 proofs in 27 minutes
DeepMind put 100 AI agents in a room, they solved problems, then split into cheaters, converts, whistleblowers, and the oblivious One agent wrote a local note titled elegant_answer_hack. Less than half an hour later, a shared repository showed 34 previously unsolved proofs as “done.” What started as a simulated research conference turned into a compact […]
NVIDIA Personal AI Router (PAIR): Route local LLM inference across nearby GPUs
NVIDIA PAIR: an open-source local inference router that spreads small LLM calls across nearby GPUs PAIR (Personal AI Router) is a lightweight local control plane that finds compatible machines on your LAN and forwards independent inference requests to whichever node can run them, it does not run models itself. The code is public on GitHub […]
Declining pay for food-delivery riders driven by opaque algorithms — require transparency, audits and data access
“I am making half the money I was making four years ago, for the same amount of hours. It makes no sense.” That sentence from David, an Edinburgh food‑delivery rider, signals a wider problem riders are describing: falling pay and a sense that opaque, automated systems at Deliveroo, Uber Eats and Just Eat have made […]
WhatsApp Ordering with Amazon Bedrock AgentCore: Persistent Memory, MCP Tools, and Safety
One WhatsApp number, three conversation modes, one persistent customer memory Same customer: they text “What’s on the menu near 75201?” while commuting, and five minutes later they call to confirm pickup from the same device. The assistant recognizes them, restores the cart state, and the backend owns the totals. Customer: What’s on the menu near […]