Semafor89%

Robots get better at handling unpredictability 83%

By J.D. Capelouto96%

7/31/2026, 10:05:34 AM

BS Summary: This article contains 21 faulty reasoning types, including Pessimism Bias, Overconfidence Bias, and Biased Writer Voice, with Hasty Generalization as the most egregious example at 38.8% saturation with 85 hits. Analysis detected 719 faulty-reasoning hits from 219 analyzed words, generating a BS Score of 69.1% and a BS Rank of 83% (4,478 of 25,180 articles). This article is worse (more manipulative) than 82.20% of the article peer group.

Google DeepMind unveiled a new model this week that gives humanoid robots finer control over how they interact with objects around them. 
Promotional videos show a robot doing complicated tasks like tying a trash bag and screwing a small lightbulb, suggesting we’re a step closer to general-purpose robotics  where humanoids can accomplish more than repetitive, pre-programmed tasks. 
The advancements point to the West’s lead over China in robotics software  the “brains” that power an android. 
But there will be fewer bodies for those brains to go into, at least in the US, after Washington this week banned new foreign humanoids and quadrupeds. 
There simply aren’t that many US-made robots yet, and many American researchers and startups use Chinese hardware to train and test their own tech. 
“People are going to be pretty stuck in terms of options,” China tech expert Kyle Chan told Semafor. 
He worries the ban will slow down American innovation, and could push some research to Europe, where it’s easier to get a Chinese bot. 
It could take years for US robot-makers to stand up a non-Chinese supply chain, given Beijing’s hardware dominance. 
And if the US’ goal is to build a fully made-in-America pipeline for robots, Chan said, “it’s really, to put it bluntly, a hopeless cause.” 
Confirmation Bias
8.7%
Anchoring Bias
0%
Availability Heuristic
16.4%
Representativeness Heuristic
19.6%
Hindsight Bias
16.4%
Overconfidence Bias
21.5%
Framing Effect
0%
Loss Aversion
12.3%
Status Quo Bias
11%
Sunk Cost Effect
0%
Optimism Bias
0%
Pessimism Bias
27.4%
Negativity Bias
19.6%
Self-Serving Bias
0%
Fundamental Attribution Error
0%
Actor-Observer Bias
0%
In-Group Bias
0%
Out-Group Homogeneity Bias
11%
Halo Effect
0%
Horn Effect
0%
Dunning-Kruger Effect
0%
Recency Bias
8.2%
Primacy Effect
0%
Blind-Spot Bias
0%
Ad Hominem
0%
Straw Man
0%
Appeal to Authority
0%
False Dilemma
12.3%
Slippery Slope
11%
Circular Reasoning
0%
Hasty Generalization
38.8%
Red Herring
0%
Bandwagon
0%
Appeal to Emotion
11.4%
Begging the Question
0%
Post Hoc (False Cause)
8.2%
Tu Quoque
0%
Burden of Proof
0%
Appeal to Nature
0%
Composition/Division
8.7%
Anecdotal
16.4%
No True Scotsman
0%
Ambiguity (Equivocation)
8.2%
Gambler’s Fallacy
0%
Middle Ground
0%
Personal Incredulity
0%
Special Pleading
0%
Genetic Fallacy
0%
Unattributed Quote
19.6%
Quote-first Misdirection
0%
Biased Writer Voice
21.5%
Indoctrination
0%
Politically Left Leaning Bias
0%
Politically Right Leaning Bias
0%
Attempt to Sell a Product or Service
0%

219 words analyzed.

Analysis

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