Use AI with better judgment
Independent guides built around decisions, repeatable work, and verifiable product differences.
ARTEX Evidence Connects AI-Assisted Attacks to South Korea’s Overlooked Bank Services
Bank disclosures and CrowdStrike records show different parts of the campaign. The data losses are concrete, while autonomy, full scope and personal attribution remain unproven.
XBOW's Chrome Chain Shows How Expert-Guided AI Changes Security Research
A Google-reproduced three-bug chain earned a reported $250,000 reward. The six-day campaign matters, but its modular design, earlier work and expert direction explain more than a simple cost-to-bounty comparison.
AgentCore Gives Browser Agents a Payment Budget, Not the Wallet Keys
AWS and Anchor Browser automate x402 payments below the agent runtime. The separation limits authority, but does not establish a merchant's value or prevent repeated purchases.
Automation Anywhere’s Boost.ai Deal Targets the Gap Between Talking and Doing
The October 7 agreement adds customer-facing voice to Automation Anywhere’s orchestration strategy. Closing, integration and verified transaction outcomes remain ahead.
Tesla Assisted Driving in Europe: The Name Changed, Approval Did Not
Tesla's European rebrand follows German talks, while an EU vote was reportedly delayed. Dutch testing, driver supervision and public safety evidence remain separate questions.
GlobalFoundries–TSMC Deal Adds a US CoWoS Input, Not a Finished Supply Chain
Malta interposers are scheduled to ramp in early 2028. The five-year agreement matters for AI packaging, but Arizona routing, qualification and usable output remain unresolved.
INSPIRE Lets Optical Circuits Measure Their Own Training Gradients
The Nature study trains the physical chip rather than relying on a perfect digital twin. Its matrix and meta-learning results are promising, but full-system energy and scale remain unproven.
Goodfire Brings Internal Agent Monitoring to Baseten, With a Cost-and-Coverage Tradeoff
Small classifiers read model activations and route suspicious sessions to deeper review. Goodfire’s launch offers an alternative to constant transcript judging, but its results remain model-specific.
Scion Removes Anthropic's Git Bottleneck, but Verification Moves Downstream
Anthropic built server-centered source control after merges passed 30,000 a day. Cache and CI gains are concrete; semantic conflicts and intent-focused human review explain why throughput is not yet a quality verdict.
Why OpenAI and Anthropic Are Bringing Washington Into AI Decisions
Five former Trump officials entered roles spanning AI strategy, cyber risk, hardware and oversight. Their appointments reveal how government power now reaches product decisions.
Shopify Opens Agent Checkout, Moving the Commerce Contest Beyond Search
Shop MCP gives outside assistants 17 tools across a billion-product catalog, identity and payment. The opening could widen merchant reach, but approvals, inferred data and post-purchase responsibility remain consequential limits.
NVIDIA's Science Pledge: How to Measure Research Access
NVIDIA's five-year science commitment needs an allocation breakdown, durable access and reproducible outcomes. The headline value alone does not establish delivered capacity.