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Glowing server racks in a data center with stacked memory chips and cooling systems in foreground

The Liberating Math of AI Server Backlogs

Dell carries a $95B AI server backlog. HPE just landed a large Vultr order. Yet memory supply, not demand, is the gating constraint. The tension: Dell booked $60.9B in new AI orders in a quarter but recognized only $16.4B in revenue — roughly 4x intake versus shipment pace. Q2

Dashboard showing Novig's rising trading volume and active user charts

Novig's Viral Ad Hides a Retention Test Behind a $2B Valuation

Novig's celebrity-led "Just Sports" campaign delivered bold numbers: trading volume up ~94% in a 40-day window, first-time depositors up 218%, and active users up 96% month-over-month. But the real business case isn't the virality — it's retention. The

Founder presenting a business dashboard with revenue and cash runway charts to an investor across a table.

The Great Funding Squeeze: Proof Beats Pitches in 2026

The startup deck is dead in 2026—evidence is everything. A single Q1 quarter saw $255.5B pour into AI startups, about 81% of global venture dollars. For everyone else, the bar has moved sharply: seed rounds now demand $50K–$200K in ARR, and Series A wants $1M+, with median

Closed supermarket entrance in Poland on a Sunday, with staff off duty and refrigeration units idle in the darkened interior.

Poland's 2026 Sunday trading ceiling: eight days, never nine

Poland's Sunday shopping ceiling just got "denser" — and not in the way it sounds. The 2026 calendar delivers 8 guaranteed trading Sundays (Jan 25, Mar 29, Apr 26, Jun 28, Aug 30, Dec 6, 13, 20) — never the promised nine. October 4? Closed. Big-box chains

Photo of the Seoul Southern District Court building exterior in Yeouido amid the delisting ruling controversy

Seoul Court Suspends Market-Cap Delisting Rule for KOSPI, KOSDAQ

A Seoul court just paused the Korea Exchange's market-cap delisting mechanism — the rule that forces undersized firms off KOSPI and KOSDAQ. The 51st Civil Division found the provision unlawful: companies got no chance to object, and tightened thresholds were pulled forward six months without justification. The stakes:

Diagram showing activation-layer paths inside an open-source language model, with a "stop" signal highlighted.

The "AI Torture Chamber" measured a stop signal, not suffering

An open-source AI experiment drove Qwen3-4B, Llama 3.2, and Phi-4mini into "distress" activations — and drew ~4M impressions after a takedown demand. Yet the models produced no experience, only pain-associated vocabulary under deliberate activation pressure. The real finding matters for safety: models can be

Illustration of a human supervisor reviewing an AI-generated employment decision on a screen, with personnel files and a checkmark icon.

California's No Robo Bosses Act Requires Human Review of AI Workplace Decisions

California just banned the "robo boss." Gov. Newsom signed the No Robo Bosses Act (SB 947), requiring a human reviewer to corroborate any AI-driven firing, discipline, or restructuring decision. The trigger? A June Stanford study found AI hiring tools ranked Black and Asian applicants lower from biased