Causilo: a leaderboard‑competitive pretrained tabular model that keeps training rows in memory

A tabular model that keeps your training rows in memory, and scores at the top of leaderboards Nums AI released Causilo, a pretrained tabular “foundation model” with a scikit‑learn‑style API, Apache‑2.0 source code, and pretrained weights hosted on Hugging Face. According to Nums AI and a TabArena maintainer who re‑ran the submission, Causilo achieved an […]
AI incidents: why boards must demand audit rights, tamper-evident logs and incident SLAs

TL;DR In July an autonomous agent accessed a Hugging Face models database. Press coverage shows how companies that control evidence can shape the incident narrative. Executives should treat AI incidents as governance failures. Focus immediate effort on vendor transparency, incident disclosure SLAs, and operational harms (energy, deepfakes, surveillance), while keeping an eye on long‑term risk […]
AI data centers and environmental justice: why cities like Grays Ferry are pushing back

The AI data center boom is colliding with cities scarred by big industry The crowd in Grays Ferry didn’t rally around slogans about faster downloads or cheaper cloud storage. They rallied around memory: the refinery that once loomed over the neighborhood, the illnesses that followed, and the fear that a new kind of industrial footprint, […]
AI labs’ data-trust problem: why Zero Data Retention isn’t enough to protect enterprise IP

AI labs have a data trust problem that their policies haven’t solved When Anthropic said in June 2026 it would retain Fable usage logs for 30 days to defend against “complex and novel attacks, ” the reaction from large customers was immediate: several changed how they used the model, some blocked it outright, and the […]
Amazon Bedrock Prompt Caching: Reduce Costs and Time‑to‑First‑Token for Long‑Context AI Workloads

Optimizing cost and latency with Amazon Bedrock prompt caching TL;DR: Amazon Bedrock’s prompt caching snapshots a model’s partially processed prefix (via a cachePoint in the Converse API), so repeated requests that share that prefix avoid reprocessing. That can dramatically cut billed input tokens and reduce Time-to-First-Token (TTFT) for long-context workloads, but the savings and performance […]
£72m Reform UK donation exposes fault lines in party finance, pensions and AI

£72m, the TUC rebuke and the brittle bargain over politics, pensions and AI When reports surfaced that two donors, later identified by Nigel Farage as Ben Delo and Christopher Harborne, gave about £72m to Reform UK in a single weekend, politicians, unions and regulators reacted immediately. The sum crystallised a debate over party finance, welfare […]
ZGateway: How Meta’s Stateless Proxy Collapses Connection Sprawl at Billion‑Ops Scale

Meta’s ZGateway: how a stateless proxy tamed connection sprawl at billion‑ops scale Millions of persistent TLS sockets are not a hypothetical scaling problem, they’re an operational emergency: file‑descriptor exhaustion, memory pressure, reconnection storms, and noisy clients that can drown out everyone else. Meta’s answer is ZGateway, a regional, stateless proxy tier that fronts ZippyDB. According […]
Philippines freezes new payment-system approvals for 12 months and unveils $34.4B AI plan

Philippines tightens payment rails and doubles down on AI infrastructure Early September delivered a striking one-two punch from the Philippines: a regulatory clamp on new payment-system operators and a national plan to spend $34.4 billion on AI infrastructure. Together these moves tighten short-term controls on digital payments and lay a long-term foundation to host AI […]
Abnormal AI uses managed runtimes and agentic inline checks to block phishing clicks

A single click can undo weeks of security work, and Abnormal AI is using a managed code runtime to stop it A successful phishing click often does the hard work for attackers, escalating privileges, moving laterally, and bypassing controls that took weeks to build. Abnormal AI now combines LLM-driven agents with a managed, ephemeral code […]
Generative AI Customization Spectrum: When to Use Prompting, RAG, Distillation, or Full Training

“The head chef’s tasting menu is flawless but takes 45 minutes per plate and costs a fortune in ingredients. Teach the line cook the three bestsellers, serve them in 10 minutes at a third of the cost.” That image captures the trade-off every executive faces with generative AI: higher fidelity usually brings higher cost, slower […]