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Opinion Piece Distinguishes 'AI-Native' Firms From Companies That Merely Adopt AI Tools

An Entrepreneur contributor argues most companies claiming to be 'AI companies' have simply bought licenses and run pilots, not restructured how they operate. The piece defines true AI-native organizations as ones built on the assumption that intelligence is cheap and abundant, where workflows, staffing and measurement would collapse without the models—unlike adopters, who could remove AI tools and keep functioning, just slower.

Thunderbolt 5 doubles data speeds and boosts power delivery over Thunderbolt 4

Thunderbolt 5 upgrades on Thunderbolt 4 by offering up to 120Gbps in one direction and 40Gbps in the other, compared to Thunderbolt 4's symmetric bandwidth, while also supporting 240 watts of power delivery. Both standards share USB-C connectors and support data, video and power over the same cables, and Thunderbolt 5 remains backwards compatible with Thunderbolt 4, 3 and USB4 devices.

EU's sweeping AI Act contrasts with US patchwork of state and agency rules

The EU has enacted the AI Act, a roughly 50,000-word, 113-article law representing the first comprehensive AI regulation worldwide. The U.S., by contrast, has no federal AI law, instead relying on executive orders, agency guidance from bodies like NIST and the FTC, and a rapidly growing number of state laws, which more than doubled from 49 in 2023 to 131 in 2024.

Buyers Now Prioritize Free Cash Flow Over Adjusted EBITDA in Deal Valuations

Entrepreneur contributors argue that in today's tighter, more expensive financing environment, buyers and lenders are shifting focus away from EBITDA and toward how much actual cash a business generates. While EBITDA remains useful for gauging operating performance, it excludes real costs like working capital needs and capital expenditures that determine whether cash truly reaches the bank account.

Developer builds QRFrame, an open tool for designing artistic QR codes

A developer explored the world of stylized QR codes, noting how logos and photos are often crammed into codes at the cost of scannability due to Reed-Solomon error correction limits. Inspired by AI-generated and hand-crafted QR art examples, they built their own design tool called QRFrame, which changes how the black-and-white modules are rendered while keeping codes functional.

Dolby clarifies distinctions between Digital 5.1, Digital Plus and Atmos formats

Dolby Digital Plus, or E-AC-3, is a lossy audio codec that can support up to 7.1 channels, but it can also carry standard 5.1 audio, meaning its presence doesn't guarantee extra surround channels. It was built specifically for streaming and downloadable content, which is why services like Netflix rely on it, and it can also serve as a delivery method for Dolby Atmos object-based audio.

Historians draw parallels between AI investment boom and past speculative bubbles

An analysis compares today's AI investment surge to earlier historical booms, such as the early 1900s period of industrial optimism following the financial panics of 1873 and 1893. It argues that rapid technological expansion, whether driven by electricity, internal combustion, or now AI, tends to attract opportunists whose excesses eventually spread systemic risk throughout the broader market.

USB Power Delivery emerges as the common thread across phone fast-charging systems

USB PD, especially its PPS feature, now underpins fast charging on most major phones, including Apple's iPhone 17 and Android flagships like Samsung's Galaxy S26 Ultra and Google's Pixel 11 series. Qualcomm Quick Charge, once dominant, has largely folded into USB PD compatibility, while brands like OnePlus, Oppo and Xiaomi still rely on proprietary systems such as SuperVOOC and HyperCharge for their fastest speeds.

Wi-Fi 7 routers gain traction as backward-compatible upgrade to Wi-Fi 6

Following the Wi-Fi Alliance's early 2024 rollout of the Wi-Fi 7 standard, routers and devices supporting it have become increasingly widespread. The new standard offers faster speeds and better performance in crowded network environments, while remaining backward compatible so older gadgets still connect without issues, albeit without accessing the newest features like 4K-QAM and Multi-Link Operation.

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