A Data & Society report, based on 18 months of ethnographic interviews with 44 Pennsylvanians, examines why communities are resisting new data center construction despite state officials touting billions in AI infrastructure investment. The researchers found residents grappling with contradictions between promises of economic growth and concerns over energy, land use, and broader AI risks, rather than being swayed by disinformation campaigns.
techcrunch.com
· 2026-09-22
An Entrepreneur contributor argues that founders often mistake low customer acquisition cost for campaign success, when in fact a cheap first sale doesn't guarantee a customer understood the offer or will stick around. Metrics like CAC typically ignore refunds, support burden, discounts and fees, which can make seemingly efficient campaigns unprofitable over time. The piece recommends grouping customers by campaign and calculating true post-sale value before scaling ad spend.
entrepreneur.com
· 2026-09-22
A study examined how assigning different weights to training sequences affects loss reduction in language models of varying sizes, using both proprietary and open-weight models. It found that the relationship between sequence weight and learning is not linear across scale: small models learn general patterns regardless of weighting, medium-scale models learn patterns roughly proportional to their assigned weights, and large models again learn broadly regardless of weighting.
blog.janestreet.com
· 2026-09-21
Seagate Technology's 2026 Data Infrastructure Readiness Report, based on a survey of 2,712 enterprise IT decision-makers across seven countries, found that 99% expect AI to increase storage needs over the next three years, with nearly a third anticipating growth exceeding 50%. Yet only 38% of organizations feel their infrastructure can actually keep pace with that demand.
zdnet.com
· 2026-09-18
An executive coach describes working with a leadership team that expanded into four international markets rapidly, hitting strong growth numbers on paper. Despite the metrics, regional teams felt disconnected, decisions stalled over unclear authority, and the company's core culture felt abstract to staff working outside headquarters. The underlying issue was that leaders had exported their domestic playbook wholesale rather than adapting how they led as the company grew globally.
entrepreneur.com
· 2026-09-15
A contributor column advises business owners to list the ten recurring tasks a proposed hire would actually perform and sort them into judgment, relationship, repetition and coordination categories before approving a new position. The piece argues that hiring is often a default response to growth, even when the real bottleneck is a broken workflow rather than a lack of people. It cites Census Bureau data showing only about 17-20% of businesses use AI, with Sales, Strategy and IT as top adopting functions where automation could resolve repetitive work.
entrepreneur.com
· 2026-09-15
TSMC has disclosed technical specifications for its upcoming A14 manufacturing process, highlighting SRAM cells smaller than 0.017 square micrometers, the tightest density achieved yet. The company says the node will deliver 10-15% faster performance, 25-30% lower power consumption, and roughly 20% higher chip density compared to its current N2 technology, with mass production targeted for 2028.
iedm26.mapyourshow.com
· 2026-09-15
A franchising expert writes that many service businesses stall once they outgrow the founder's personal oversight, because critical decisions and client know-how remain undocumented and dependent on the owner's presence. The piece argues that scaling requires converting that informal judgment into explicit decision rights and repeatable processes that employees can follow without the founder's direct involvement.
entrepreneur.com
· 2026-09-11
PlanetScale introduced Neki, a system that adds a router, sidecars, and control plane on top of standard Postgres to enable horizontal scaling across many real Postgres shards. It supports online resharding, shard splitting, high-availability clusters per shard, topology-aware connection pooling, and coordinated schema changes without downtime.
neki.dev
· 2026-09-10
An Entrepreneur contributor argues that many business owners chase revenue increases without checking whether that growth actually boosts their personal earnings. The piece cites survey data showing most small-business owners expect revenue gains while over half cite inflation as their top concern, highlighting a gap between top-line growth and true profitability.
entrepreneur.com
· 2026-09-08
A research team reports developing a pretraining method that matches DeepSeek V4 Pro Base's performance using roughly 50 times less compute, at an estimated cost of about $0.5 million on GB200 chips. Scaling the same recipe up 10x further, to roughly $4 million, reportedly surpassed all publicly available open base models on perplexity benchmarks.
magic.dev
· 2026-09-08
The database maker Spacetime published a detailed breakdown of how it handles scaling, arguing that scalability splits into three separate dimensions: compute, storage, and networking. It says horizontally scalable storage is coming October 31, 2026, while networking and computation cannot always be scaled horizontally, especially for OLTP workloads with contending transactions.
spacetimedb.com
· 2026-09-04
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