Under the new leadership of Elon Musk, Twitter is working harder to thwart hateful conduct. The new Chief Twit took ownership of the platform just before Halloween weekend and has been rapidly implementing new changes, addressing the needs of Twitter’s users, such as wrongful suspensions and addressing a spike in the use of a racial slur that took place as Twitter transitioned to its new leadership.
Jason Calacanis, a host of the All-In podcast, is working with Twitter’s new leadership team to help Elon Musk make the necessary changes to the platform. Calacanis shared a tweet by Twitter’s Head of Safety & Integrity, Yoel Roth, and said that the coordinated, hateful conduct surge was quickly thwarted.
Update on the coordinated, hateful conduct surge — it was quickly thwarted. https://t.co/QUNveJRVY6
— @jason (@Jason) November 1, 2022
In his thread, Roth gave a very clear update on how Twitter is addressing the surge in hateful conduct. This is a very different Twitter since many users, including myself, have experienced hateful conduct and have seen Twitter’s slow response to it. Roth’s full thread reads as follows:
“Since Saturday, we’ve been focused on addressing the surge in hateful conduct on Twitter. We’ve made measurable progress, removing more than 1500 accounts and reducing impressions on this content to nearly zero. Here’s the latest on our work and what’s next.”
“Our primary success measure for content moderation is impressions: how many times harmful content is seen by our users. The changes we’ve made have almost entirely eliminated impressions on this content in search and elsewhere across Twitter.”

“Impressions on this content typically are extremely low, platform-wide. We’re primarily dealing with a focused, short-term trolling campaign. The 1500 accounts we removed don’t correspond with 1500 people; many are repeat bad actors.”

“Impressions don’t tell the whole story. These issues aren’t new, and the people targeted by hateful conduct aren’t numbers or data points. We’re going to continue investing in policy and technology to make things better.”
“Many of you have said you’ve reported hateful conduct and received notices saying it’s not a violation. Here’s why and what we’re doing to fix it:”
“To try to understand the context behind potentially harmful Tweets, we treat first-person, and bystander reports differently. First-person: This hateful interaction is happening to or targeting me. Bystander: This is happening to someone else.”
“Why? Because bystanders don’t always have full context, we have a higher bar for bystander reports in order to find a violation. As a result, many reports of Tweets that in fact, do violate our policies end up marked as non-violative on first review.”
“We’re changing how we enforce these policies, but not the policies themselves, to address the gaps here.”
“You’ll hear more from me and our teams in the days to come as we make progress. Talk is cheap; expect the data that proves we’re making meaningful improvements.”
Author’s note: There has been a huge uptick in bots over the weekend. I’ve noticed several bots targeting Teslarati and continuing to spam the replies of Elon Musk. There was even a verified account posting as “Tesla News” promoting a link to a YouTube that promoted a crypto scam.

That said, I don’t expect Elon Musk and his new team to solve these problems overnight. Seeing Twitter’s fast response to the hate is very hopeful. I also hope they apply this same speed to child sexual abuse materials. Advocate Eliza Blue has even offered to work with Twitter and Elon Musk for no charge to help spearhead the removal of the content.
I like to be as transparent with my followers as possible.
I have offered to work with X (Twitter) under the new leadership to remove child sexual exploitation material at scale. I offered to work for free.
— 𝔈𝔩𝔦𝔷𝔞 (@elizableu) October 26, 2022
As Eliza pointed out to me over the phone, Elon Musk was most likely not aware of the ongoing lawsuits against Twitter regarding child sexual abuse materials. Having this material up, she said, is a liability, and as a supporter of Elon’s, she would like to help Twitter remove it.
“One key benefit of Elon Musk prioritizing the removal of this content besides protecting children is that corporate media and governments won’t be able to weaponize this very real crime against him,” she told me.
It is a topic of the utmost importance and it's interesting that mainstream media never cared until Elon took over.
— Truth Nudge Unit (@TruthNudgeUnit) November 1, 2022
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Tesla aims to combat common Full Self-Driving problem with new patent
Tesla writes in the patent that its autonomous and semi-autonomous vehicles are heavily reliant on camera systems to navigate and interact with their environment.
Tesla is aiming to combat a common Full Self-Driving problem with a new patent.
One issue with Tesla’s vision-based approach is that sunlight glare can become a troublesome element of everyday travel. Full Self-Driving is certainly an amazing technology, but there are still things Tesla is aiming to figure out with its development.
Unfortunately, it is extremely difficult to get around this issue, and even humans need ways to combat it when they’re driving, as we commonly use sunglasses or sun visors to give us better visibility.
Cameras obviously do not have these ways to fight sunglare, but a new patent Tesla recently had published aims to fight this through a “glare shield.”
Tesla writes in the patent that its autonomous and semi-autonomous vehicles are heavily reliant on camera systems to navigate and interact with their environment.
The ability to see surroundings is crucial for accurate performance, and glare is one element of interference that has yet to be confronted.
Tesla described the patent, which will utilize “a textured surface composed of an array of micro-cones, or cone-shaped formations, which serve to scatter incident light in various directions, thereby reducing glare and improving camera vision.”
The patent was first spotted by Not a Tesla App.
The design of the micro-cones is the first element of the puzzle to fight the excess glare. The patent says they are “optimized in size, angle, and orientation to minimize Total Hemispherical Reflectance (THR) and reflection penalty, enhancing the camera’s ability to accurately interpret visual data.”
Additionally, there is an electromechanical system for dynamic orientation adjustment, which will allow the micro-cones to move based on the angle of external light sources.
This is not the only thing Tesla is mulling to resolve issues with sunlight glare, as it has also worked on two other ways to combat the problem. One thing the company has discussed is a direct photon count.
CEO Elon Musk said during the Q2 Earnings Call:
“We use an approach which is direct photon count. When you see a processed image, so the image that goes from the sort of photon counter — the silicon photon counter — that then goes through a digital signal processor or image signal processor, that’s normally what happens. And then the image that you see looks all washed out, because if you point the camera at the sun, the post-processing of the photon counting washes things out.”
Future Hardware iterations, like Hardware 5 and Hardware 6, could also integrate better solutions for the sunglare issue, such as neutral density filters or heated lenses, aiming to solve glare more effectively.
Elon Musk
Delaware Supreme Court reinstates Elon Musk’s 2018 Tesla CEO pay package
The unanimous decision criticized the prior total rescission as “improper and inequitable,” arguing that it left Musk uncompensated for six years of transformative leadership at Tesla.
The Delaware Supreme Court has overturned a lower court ruling, reinstating Elon Musk’s 2018 compensation package originally valued at $56 billion but now worth approximately $139 billion due to Tesla’s soaring stock price.
The unanimous decision criticized the prior total rescission as “improper and inequitable,” arguing that it left Musk uncompensated for six years of transformative leadership at Tesla. Musk quickly celebrated the outcome on X, stating that he felt “vindicated.” He also shared his gratitude to TSLA shareholders.
Delaware Supreme Court makes a decision
In a 49-page ruling Friday, the Delaware Supreme Court reversed Chancellor Kathaleen McCormick’s 2024 decision that voided the 2018 package over alleged board conflicts and inadequate shareholder disclosures. The high court acknowledged varying views on liability but agreed rescission was excessive, stating it “leaves Musk uncompensated for his time and efforts over a period of six years.”
The 2018 plan granted Musk options on about 304 million shares upon hitting aggressive milestones, all of which were achieved ahead of time. Shareholders overwhelmingly approved it initially in 2018 and ratified it once again in 2024 after the Delaware lower court struck it down. The case against Musk’s 2018 pay package was filed by plaintiff Richard Tornetta, who held just nine shares when the compensation plan was approved.
A hard-fought victory
As noted in a Reuters report, Tesla’s win avoids a potential $26 billion earnings hit from replacing the award at current prices. Tesla, now Texas-incorporated, had hedged with interim plans, including a November 2025 shareholder-approved package potentially worth $878 billion tied to Robotaxi and Optimus goals and other extremely aggressive operational milestones.
The saga surrounding Elon Musk’s 2018 pay package ultimately damaged Delaware’s corporate appeal, prompting a number of high-profile firms, such as Dropbox, Roblox, Trade Desk, and Coinbase, to follow Tesla’s exodus out of the state. What added more fuel to the issue was the fact that Tornetta’s legal team, following the lower court’s 2024 decision, demanded a fee request of more than $5.1 billion worth of TSLA stock, which was equal to an hourly rate of over $200,000.
Delaware Supreme Court Elon Musk 2018 Pay Package by Simon Alvarez
News
Tesla Cybercab tests are going on overdrive with production-ready units
Tesla is ramping its real-world tests of the Cybercab, with multiple sightings of the vehicle being reported across social media this week.
Tesla is ramping its real-world tests of the Cybercab, with multiple sightings of the autonomous two-seater being reported across social media this week. Based on videos of the vehicle that have been shared online, it appears that Cybercab tests are underway across multiple states.
Recent Cybercab sightings
Reports of Cybercab tests have ramped this week, with a vehicle that looked like a production-ready prototype being spotted at Apple’s Visitor Center in California. The vehicle in this sighting was interesting as it was equipped with a steering wheel. The vehicle also featured some changes to the design of its brake lights.
The Cybercab was also filmed testing at the Fremont factory’s test track, which also seemed to involve a vehicle that looked production-ready. This also seemed to be the case for a Cybercab that was spotted in Austin, Texas, which happened to be undergoing real-world tests. Overall, these sightings suggest that Cybercab testing is fully underway, and the vehicle is really moving towards production.
Production design all but finalized?
Recently, a near-production-ready Cybercab was showcased at Tesla’s Santana Row showroom in San Jose. The vehicle was equipped with frameless windows, dual windshield wipers, powered butterfly door struts, an extended front splitter, an updated lightbar, new wheel covers, and a license plate bracket. Interior updates include redesigned dash/door panels, refined seats with center cupholders, updated carpet, and what appeared to be improved legroom.
There seems to be a pretty good chance that the Cybercab’s design has been all but finalized, at least considering Elon Musk’s comments at the 2025 Annual Shareholder Meeting. During the event, Musk confirmed that the vehicle will enter production around April 2026, and its production targets will be quite ambitious.