Gizmodo57%

Volkswagen Thinks Your E-Bike Needs a Pair of Smart Glasses 68%

By Bruce Gil31%

7/21/2026, 9:59:50 PM

BS Summary: This article contains 17 faulty reasoning types, including Halo Effect, Optimism Bias, and Anchoring Bias, with Attempt to Sell a Product or Service as the most egregious example at 19.6% saturation with 89 hits. Analysis detected 570 faulty-reasoning hits from 454 analyzed words, generating a BS Score of 61% and a BS Rank of 68% (7,180 of 21,886 articles). This article is worse (more manipulative) than 67.20% of the article peer group.

Volkswagen is bringing some high-tech car features to a new line of electric bikes, including an optional pair of smart glasses. 
The German automaker recently unveiled two premium Volkswagen-branded e-bikes developed by n+, a bike company that has previously partnered with Mercedes-AMG’s Formula 1 team. 
The companies say the bikes were designed with the same “safety-first philosophy” as a modern passenger vehicle and come packed with tech more commonly found in cars like radar, a rearview camera, blind-spot alerts and turn signals. 
These e-bikes arrive as automakers and startups are showing growing interest in smaller and cheaper electric vehicles designed for shorter trips. 
But Volkswagen's smart bikes are surprisingly loaded with more safety features than many of the alternatives. 
The bikes’ main feature is the Smart View system, which pairs a rear-facing camera with a screen mounted between the bikes' handlebars. 
It also uses radar to provide blind-spot alerts, helping riders to stay aware of approaching traffic without having to take their eyes off the road. 
The bikes also feature an LED strip integrated into the frame’s top tube that acts as a high-visibility daytime running light. 
It glows red when the rider brakes and amber to signal a turn. 
Beyond those standard features, Volkswagen and n+ are also offering some optional safety gear. 
The first is a smart helmet that connects to the bike over Bluetooth and uses high-visibility LEDs that synched to the bike’s brake and turn signals. 
The helmet also includes a built-in accelerometer that can detect a possible crash and automatically send a text message to the rider’s emergency contacts. 
And finally, riders can grab a pair of smart glasses with a heads-up display that puts navigation directions, blind-spot warnings, and other ride information directly within their field of vision. 
“[T]echnologies like these are most commonly known from the automotive world. 
Seeing them make their way onto an e-bike demonstrates how technologies can evolve and be adapted in meaningful ways,” said Peter Jost, CEO of Volkswagen Accessories, Lifestyle & Licenses, in a press release. 
The smart e-bikes come in two models. 
The Sport model is designed with agility in mind, while the Crossover model is built for comfort and includes a rear cargo tray. 
Both bikes offer pedal assistance up to 25 kilometers per hour (about 15.5 mph) and have a maximum estimated range of 160 kilometers (99 miles). 
The actual range will vary depending on factors like terrain, wind, tire pressure, and rider weight. 
Battery extenders are available for both models 
The Sport model starts at $3,999, while the Crossover starts at $4,349. 
The optional smart helmet costs $399, and the smart glasses will set customers back another $499. 
Article reasoning-pattern comparisonThis article: 7.3%Bruce Gil: 2.3%Gizmodo: 4.1%Confirmation Bias7.3%This article: 11.7%Bruce Gil: 1.8%Gizmodo: 1.4%Anchoring Bias11.7%This article: 4.6%Bruce Gil: 2.6%Gizmodo: 3.1%Availability Heuristic4.6%This article: 2.4%Bruce Gil: 0.9%Gizmodo: 1.5%Representativeness Heuristic2.4%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.7%Hindsight Bias0.0%This article: 5.3%Bruce Gil: 1.3%Gizmodo: 2.2%Overconfidence Bias5.3%This article: 5.1%Bruce Gil: 6.0%Gizmodo: 5.5%Framing Effect5.1%This article: 5.1%Bruce Gil: 1.2%Gizmodo: 0.5%Loss Aversion5.1%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.4%Status Quo Bias0.0%This article: 0.0%Bruce Gil: 0.2%Gizmodo: 0.3%Sunk Cost Effect0.0%This article: 12.1%Bruce Gil: 3.3%Gizmodo: 3.9%Optimism Bias12.1%This article: 0.0%Bruce Gil: 0.3%Gizmodo: 2.1%Pessimism Bias0.0%This article: 3.5%Bruce Gil: 5.6%Gizmodo: 7.5%Negativity Bias3.5%This article: 0.0%Bruce Gil: 0.7%Gizmodo: 0.9%Self-Serving Bias0.0%This article: 0.0%Bruce Gil: 0.1%Gizmodo: 1.1%Fundamental Attribution Error0.0%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.2%Actor-Observer Bias0.0%This article: 0.0%Bruce Gil: 0.4%Gizmodo: 0.9%In-Group Bias0.0%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.4%Out-Group Homogeneity Bias0.0%This article: 14.8%Bruce Gil: 2.0%Gizmodo: 2.9%Halo Effect14.8%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.2%Horn Effect0.0%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.0%Dunning-Kruger Effect0.0%This article: 0.0%Bruce Gil: 0.9%Gizmodo: 1.6%Recency Bias0.0%This article: 0.0%Bruce Gil: 0.3%Gizmodo: 0.4%Primacy Effect0.0%This article: 0.0%Bruce Gil: 0.1%Gizmodo: 0.1%Blind-Spot Bias0.0%This article: 0.0%Bruce Gil: 0.7%Gizmodo: 1.1%Ad Hominem0.0%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.2%Straw Man0.0%This article: 7.3%Bruce Gil: 4.4%Gizmodo: 4.3%Appeal to Authority7.3%This article: 0.0%Bruce Gil: 0.5%Gizmodo: 1.4%False Dilemma0.0%This article: 0.0%Bruce Gil: 0.9%Gizmodo: 0.6%Slippery Slope0.0%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.2%Circular Reasoning0.0%This article: 3.5%Bruce Gil: 5.2%Gizmodo: 5.3%Hasty Generalization3.5%This article: 0.0%Bruce Gil: 0.5%Gizmodo: 0.3%Red Herring0.0%This article: 0.0%Bruce Gil: 0.5%Gizmodo: 0.9%Bandwagon0.0%This article: 0.0%Bruce Gil: 3.4%Gizmodo: 4.9%Appeal to Emotion0.0%This article: 0.0%Bruce Gil: 0.7%Gizmodo: 1.0%Begging the Question0.0%This article: 5.5%Bruce Gil: 1.2%Gizmodo: 3.2%Post Hoc (False Cause)5.5%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.0%Tu Quoque0.0%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.5%Burden of Proof0.0%This article: 8.1%Bruce Gil: 0.3%Gizmodo: 0.2%Appeal to Nature8.1%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.3%Composition/Division0.0%This article: 0.0%Bruce Gil: 0.2%Gizmodo: 2.0%Anecdotal0.0%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.1%No True Scotsman0.0%This article: 2.4%Bruce Gil: 0.8%Gizmodo: 2.3%Ambiguity (Equivocation)2.4%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.0%Gambler’s Fallacy0.0%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.1%Middle Ground0.0%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.2%Personal Incredulity0.0%This article: 0.0%Bruce Gil: 0.0%Gizmodo: 0.1%Special Pleading0.0%This article: 0.0%Bruce Gil: 0.7%Gizmodo: 0.1%Genetic Fallacy0.0%This article: 0.0%Bruce Gil: 2.1%Gizmodo: 4.6%Unattributed Quote0.0%This article: 0.0%Bruce Gil: 1.9%Gizmodo: 1.2%Quote-first Misdirection0.0%This article: 7.3%Bruce Gil: 2.1%Gizmodo: 13.5%Biased Writer Voice7.3%This article: 0.0%Bruce Gil: 0.5%Gizmodo: 1.6%Indoctrination0.0%This article: 0.0%Bruce Gil: 0.2%Gizmodo: 1.3%Politically Left Leaning Bias0.0%This article: 0.0%Bruce Gil: 0.5%Gizmodo: 0.2%Politically Right Leaning Bias0.0%This article: 19.6%Bruce Gil: 5.0%Gizmodo: 3.4%Attempt to Sell a Product or S…19.6%

454 words analyzed.

Speakers

1speaker7.3%attributed speech421writer words
Voice mapSelect a segment to jump to its words
Writer's voice • 10 words • 0.0% coverageWriter's voice • 21 words • 0.0% coverageWriter's voice • 24 words • 0.0% coverageWriter's voice • 37 words • 0.0% coverageWriter's voice • 21 words • 0.0% coverageWriter's voice • 16 words • 0.0% coverageWriter's voice • 22 words • 0.0% coverageWriter's voice • 25 words • 0.0% coverageWriter's voice • 21 words • 0.0% coverageWriter's voice • 13 words • 0.0% coverageWriter's voice • 14 words • 0.0% coverageWriter's voice • 26 words • 0.0% coverageWriter's voice • 24 words • 100.0% coverageWriter's voice • 30 words • 100.0% coverageWriter's voice • 11 words • 0.0% coveragePeter Jost • 33 words • 100.0% coverageWriter's voice • 7 words • 0.0% coverageWriter's voice • 23 words • 0.0% coverageWriter's voice • 25 words • 0.0% coverageWriter's voice • 16 words • 0.0% coverageWriter's voice • 7 words • 100.0% coverageWriter's voice • 12 words • 100.0% coverageWriter's voice • 16 words • 100.0% coverage
Selected voice

Peter Jost

100%flagged-word coverage
33 attributed words100% of attributed speech59% writer coverage
0%50.0%100.0%Biased Writer Voice+100.0 ptsWriter: 0.0%Peter Jost: 100.0%100.0%Attempt to Sell a Product -21.1 ptsWriter: 21.1%Peter Jost: 0.0%0.0%

Attribution is sentence-level. Pattern percentages are calculated only from words assigned to that voice.

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Analysis

Hover over highlighted words in the article to view the associated bias or fallacy analysis.