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@tslaming
Fan of Tesla 🛞 SpaceX 🚀 and Neuralink 🧠
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GOOD NEWS 🚨 Tesla has officially taken the wraps off the Megamanifold, scaling the proven thermal architecture of the Model Y’s Octovalve and Cybertruck’s Super Manifold V2 to Class 8 commercial freight 🔥 Instead of relying on isolated cooling loops and energy-hungry resistive heaters that crush winter hauling range, the Megamanifold unifies cabin HVAC and all powertrain thermal circuits into a single integrated system capable of heating and cooling different vehicle zones at the exact same time 🆒 Traditional diesel trucks waste nearly two-thirds of their fuel energy into the atmosphere as discarded exhaust and radiator heat, but the Tesla Semi captures that excess thermal energy directly from its motors, inverters, and brakes to heat the driver’s cabin and insulate battery chemistry 😎 By eliminating dozens of redundant hoses and treating every joule of powertrain waste heat as an asset rather than exhaust, Tesla is proving that full thermal integration—not just brute-force battery size—is what dictates the real-world economics of electric trucking 🔥
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GOOD NEWS 🚛 A big wave of major companies is set to take delivery of Tesla Semis today at the @Tesla Semi Rollout event 🔥 Customer-branded trucks from DHL, PepsiCo, US Foods, Einride, Nevoya, ABF Freight, WattEV and others have already been spotted lined up at Tesla’s Nevada Semi factory 🔥 Several of these companies have placed significant fleet orders, making today’s event potentially the start of Tesla Semi’s much broader commercial rollout 🔥
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Tesla Semi Pre-Reveal Revealed! Excited to share this segment of the drone flight one day prior to the Tesla Semi Reveal event. They have added branding to several Tesla new generation semis. Including: Pepsico US Foods Einride LTS Nevoya OK Produce ABF Freight DHL WattEV IMC Logistics HMD Some of these we knew about and some are previously unknown. @tesla_semi @danWpriestley
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GOOD NEWS 📰 Tesla will livestream the Semi rollout on 𝕏 🔥 Here is when to tune in around the world: The Americas (Thursday, September 24) 🇺🇸 / 🇨🇦 6:00 PM PDT (Vancouver, Los Angeles) 🇨🇦 7:00 PM MDT (Calgary, Edmonton) 🇲🇽 7:00 PM CST (Mexico City, Monterrey) 🇺🇸 8:00 PM CDT (Austin, Chicago) 🇺🇸 / 🇨🇦 9:00 PM EDT (Toronto, New York) 🇨🇱 10:00 PM CLST (Santiago) Europe & Middle East (Friday, September 25) 🇬🇧 / 🇮🇪 2:00 AM BST / IST (London, Dublin) 🇪🇺 3:00 AM CEST (Berlin, Paris, Amsterdam, Rome) 🇫🇮 4:00 AM EEST (Helsinki, Athens) 🇹🇷 4:00 AM TRT (Istanbul) 🇮🇱 4:00 AM IDT (Tel Aviv) 🇦🇪 5:00 AM GST (Dubai, Abu Dhabi) Asia-Pacific (Friday, September 25) 🇮🇳 6:30 AM IST (New Delhi, Mumbai) 🇹🇭 8:00 AM ICT (Bangkok) 🇸🇬 9:00 AM SGT (Singapore) 🇲🇾 9:00 AM MYT (Kuala Lumpur) 🇹🇼 9:00 AM CST (Taipei) 🇨🇳 9:00 AM CST (Shanghai, Beijing) 🇯🇵 10:00 AM JST (Tokyo) 🇰🇷 10:00 AM KST (Seoul) 🇦🇺 11:00 AM AEST (Sydney, Melbourne) 🇳🇿 1:00 PM NZST (Auckland)
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GOOD NEWS 🇺🇸 Tesla just expanded its Texas Robotaxi fleet by 10 Model Ys, bringing the total to (you guessed it) 420 vehicles 🔥 Factor in 69 Cybercabs, and the fleet now tops out at 489 🔥 You couldn't script these numbers better 🔥
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GOOD NEWS 🇺🇸 The first Cybercab built with Tesla’s own cathode material from the new Giga Texas plant is a far bigger deal than it first appears 🔥 Cathode is the undisputed holy grail of battery production. It eats up 30% to 40% of the entire cell bill of materials and dictates virtually everything that matters—energy density, charging speed, and long-term durability. For decades, commercial-scale cathode manufacturing has been locked down in East Asia, leaving Western automakers stuck with slow-moving, vulnerable transpacific supply chains. Tesla just completely rewrote that playbook. By synthesizing cathode active material right inside Giga Texas and feeding it battery-grade lithium hydroxide from their Robstown refinery, they’ve collapsed an 8,000-mile overseas shipping nightmare into a tight, sub-200-mile Texas sprint. That insulates production from geopolitical wildcards, tariff swings, and maritime shipping snarls. The real engineering genius, though, is how this unlocks their dry battery electrode (DBE) process. Off-the-shelf cathode powders from third-party vendors were engineered for traditional, solvent-heavy wet slurries that bake in massive, energy-hungry ovens. Making the material in-house lets Tesla design the exact particle shape, density, and coating chemistry needed for dry calender rolling. That solves the particle fracturing and binder peeling issues that made ramping early 4680 dry-coating lines such an engineering grind. Then comes the real volume multiplier: Cybercab’s compact ~48 kWh pack. Because cathode active material is consumed strictly by mass, every metric ton out of the Austin kilns builds nearly three times as many Cybercabs as it would Cybertrucks. Tesla doesn't need the cathode plant running at full multi-gigawatt-hour output on day one to supply a massive initial fleet of robotaxis. Even early, modest ramp yields move the needle in a huge way. This is how you win the autonomous mobility race on raw unit economics. By producing the material on American soil, Tesla gets to stack the IRA Section 45X advanced manufacturing credits—bagging subsidies on the cathode material itself, plus the cell and pack levels—all while cutting out third-party supplier margins entirely. Crushing powertrain capital expenditure directly compresses the levelized cost per mile. It is the ultimate vertical-integration flex, and it lays the physical foundation for running a sub-$0.20 per mile robotaxi fleet at scale.
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First Cybercab made using our in-house cathode material – from the first cathode plant in the Americas
GOOD NEWS 🇨🇳 The first batch of Model Y Performance vehicles is being delivered to customers at Tesla delivery centers in Beijing and Shanghai 🔥
📖 Before you replace books with screens, read this. A massive meta-analysis of 460,000+ readers reveals a striking gap between print and digital reading—and for young kids, the difference is night and day. Synthesizing data from across two decades, researchers at the University of Valencia published their findings in the *Review of Educational Research* to examine how leisure reading habits connect with comprehension. What they found complicates the rush to move childhood reading entirely onto screens. When these results are placed alongside previous research, traditional print-reading habits show a robust connection with comprehension, whereas digital leisure reading demonstrates an association that is numerically six to eight times weaker. This difference is statistical rather than literal. Previous research has placed the correlation between print-reading frequency and comprehension at roughly 0.30 to 0.40, while in the digital meta-analysis, the corresponding association was a modest 0.05. That does not mean a child understands eight times as much after opening a physical book; it means print-reading habits show a much stronger relationship with reading comprehension. That distinction matters, in large part because of what was being measured. The study defined digital leisure reading broadly, encompassing social feeds, chats, forums, websites, and online news alongside e-books. Reading an edited novel on a dedicated e-reader is fundamentally different from moving through messages, social posts, hyperlinks, and fragments of online information. Because the underlying research grouped these varied habits together, the findings speak most clearly to children’s overall digital reading environment rather than to every individual device or text. The pattern is most concerning among younger readers. Among primary- and middle-school students, frequent digital leisure reading was negatively associated with reading comprehension. It is only later, in high school and college, that the relationship edges into positive territory—possibly because older students are better equipped to navigate digital texts and regulate their attention. One compelling explanation for the divergence lies in the cognitive habits commonly associated with each medium. Reading comprehension grows through repeated exposure to extended arguments, unfamiliar vocabulary, complex syntax, and ideas that must be held in mind across paragraphs or chapters. Much everyday digital reading exercises a different skill entirely: rapidly deciding what deserves attention, extracting a small amount of information, and moving on. While useful in its own right, rapid filtering may not provide the same sustained practice that deep comprehension requires. The design of connected devices reinforces this scanning behavior. Much of what we read casually on screens is short, fast-paced, and written in informal fragments rather than sustained, syntactically rich prose. On a connected screen, text constantly competes with notifications, links, videos, incoming messages, and the knowledge that another source is always a tap away. This environment can encourage a fragmented reading mindset. Print, by contrast, places far fewer decisions between the reader and the text. Because most of the underlying studies were correlational and relied on self-reported habits, the results cannot prove that screens directly caused lower comprehension. Nevertheless, the scale of the dataset and the consistent age-based pattern make these findings difficult to dismiss. The practical lesson is not that children must avoid screens altogether. Phones and general-purpose tablets certainly have their conveniences, while dedicated e-readers can offer a quieter, less distracting experience. But digital reading as a whole should not be treated as a one-to-one substitute for print during childhood. Digital exposure cannot simply take the place of sustained, immersive reading practice. For parents and educators, the most constructive approach is intentionality. Print should remain the default medium for longer stories, complex nonfiction, and close reading during the foundational years, while digital reading can be introduced deliberately alongside lessons in managing screen distractions. For children navigating the critical leap from learning to read to reading to learn, physical books continue to provide the quiet, dependable foundation that deep comprehension demands.
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If you don’t have time for the full deep dive, the core idea is simple: @Tesla takes standard two-channel stereo, extracts the soundstage and acoustic space already folded inside the left and right tracks, and rebuilds the performance around the cabin 🔊 Here’s how a flat stereo recording unfolds into an entire room: First, the processor slices the audio into micro-moments across frequency bands, tracking tiny timing and volume differences between channels. A vocal centered in both tracks locks dead-center. Panned instruments find their place on stage. Loose, drifting echo reveals the original room’s acoustics. Next, the algorithm separates direct sound from ambience using smooth ratios rather than hard cuts. A guitar stays anchored upfront while its natural room echo floats outward. Built-in smoothing keeps audio from flickering between speakers, and anything ambiguous simply defaults to its original stereo spot. Then the soundstage opens. Lead vocals and instruments stay locked across the dashboard, while reflections, decay, and crowd noise route to side, rear, and overhead speakers. Millisecond-level delays keep every driver in sync, with the Immersive Sound slider controlling just how wide that surrounding space breathes. No Dolby Atmos master required. The music still arrives in two channels—those channels just stop acting like walls. Tesla doesn’t fake surround sound—it uses raw DSP to blow standard stereo wide open into a 360-degree stage.
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[ TECH EXPLANATION ] Most people think you need expensive Dolby Atmos remasters, specialized spatial file formats, or native multichannel streams to get an immersive 3D soundstage in a car 🔊 But @Tesla proved that smart, in-house DSP software can do the heavy lifting—synthesizing a wide, surrounding presentation on the fly out of standard two-channel stereo 🆒 While Tesla hasn't dropped the exact secret sauce behind its audio algorithm, its descriptions and the sheer magic of the listening experience point straight to a cutting-edge, real-time primary-ambient upmixing architecture 🔥 Here's how a system like this actually works under the hood... in plain English 👇 Authored spatial audio usually requires a custom immersive mix, a specialized file format, and a matching playback engine. But since nearly everything we stream into our cars is still basic two-channel digital audio, known as PCM, Tesla takes a brilliant software-first approach: synthesizing a full 3D soundstage right inside the vehicle in real time! Once that audio stream is decoded, the car's digital signal processor (DSP) splits the signal into short, overlapping time windows and breaks each window into narrow frequency bands. So, how do DSP engineers actually pull off that kind of time-and-frequency magic? They often turn to a classic mathematical workhorse: the Short-Time Fourier Transform, or STFT. Picture shining white light through a glass prism. Instead of treating the track like one crowded beam of sound, the algorithm splits it into a vibrant rainbow of individual frequency bands, carefully examining how each band evolves from moment to moment. Across these narrow frequency tiles, the algorithm builds a dynamic, running spatial profile. It constantly measures relative volume, phase, and arrival times between the left and right channels, tracking how closely the channels match, how their levels differ, and how their phase and timing relationships shift over time. This clever analysis figures out whether sound energy hits both channels identically, like a lead singer locked dead-center, or drifts between them like natural room reflections bouncing off concert hall walls. Next up is primary-ambient extraction. This is where the engine tries to unbake the cake, estimating and separating the direct acoustic core, such as lead vocals, punchy bass, and foreground instruments, away from the surrounding ambient mist of natural room decay, reverb, and crowd noise. Instead of flipping a crude on-off switch that would butcher the track, the upmixer applies continuous soft masks. Think of these as super-responsive dimmer switches for every single frequency slice, calculating how strongly each slice contributes to the primary and ambient layers, say, an 80/20 split, to preserve the recording's natural texture. When spatial cues get muddy or ambiguous, a top-tier upmixer plays it safe, leaning back on the original stereo presentation instead of forcing sound into the surrounds. This smart fallback is a game-changer because it keeps wide panned guitars, synths, and stereo effects rock-solid so they don't wander weirdly around the cabin. Finding that room ambience is only half the battle, though. Moving it around the cabin without dragging the lead singer along with it? That's the real engineering magic. To keep everything sounding silky smooth, the algorithm applies temporal and spectral smoothing across neighboring frequencies and consecutive time frames. Think of smoothing as an acoustic shock absorber. Without it, the sound image could flutter, while isolated frequency glitches would produce artificial chirps or tinkling tones, the infamous DSP artifact known as "musical noise." Separating the layers, decorrelating the surround feeds, and carefully aligning the speakers helps tame comb filtering and unstable imaging. When identical sound waves hit your ears from different speakers with microsecond delays, the waves collide like conflicting ripples in a pool, causing some frequencies to reinforce while others cancel out. That phase interference can make the audio sound thin, hollow, and tinny, like you're listening inside a metal pipe. For the primary sound layer, the engineering goal is a sharply defined front soundstage. The system locks center-panned vocals right onto the physical center speaker while preserving the wide stereo spread of side instruments, creating a stable soundstage over the hood that stays convincing whether you're in the driver or passenger seat. Simultaneously, the extracted ambient layer goes through decorrelation before hitting the available side, overhead, and rear speakers, depending on your vehicle model. By subtly shifting phase and timing between surround channels, the algorithm keeps the feeds from behaving like identical copies, spreading the ambience effortlessly through space. Suddenly, the physical boundaries of the cabin seem to melt away into thin air instead of feeling like isolated speaker boxes firing straight at your ears! On hardware platforms like the Model Y L, this spatial engine leverages dedicated hardware provisions, including center speakers positioned right beneath the second-row display. This gives rear passengers their own local anchor for the soundstage rather than making them settle for leftover reflections. That Immersive Sound slider in your settings? It likely adjusts how strongly the extracted ambience surrounds you, fine-tuning its level, width, and spread through the cabin. In Auto mode, Tesla's system dynamically adapts to whatever you queue up: spoken-word material like podcasts stays clean and centered for maximum voice clarity, while spacious acoustic recordings expand into a full, surrounding presentation. As all this extracted audio spreads across the cabin's speaker array, the renderer also relies on smart gain management. This ensures that opening up the surround channels doesn't trigger an unwanted loudness jump or overload your amplifier headroom. Now comes the ultimate physical challenge: a car cabin is a notoriously tricky place to build a convincing soundstage. The "room" being extracted here belongs strictly to the recording, whether a live concert venue or studio reverb. The car's internal reflections are an entirely separate problem, solved by smart speaker layout and cabin tuning. From there, the separated channels run through a custom acoustic profile built specifically for your vehicle model. The car doesn't need to re-measure the cabin on the fly because it relies on factory-tuned time delays, EQ curves, crossovers, limiters, and driver protection calibrated to the interior geometry and reflective glass. Because deep bass is difficult to localize and demands serious speaker cone movement, the DSP filters those ultra-low frequencies out of the smaller speakers and routes them straight to the vehicle's subwoofer system. This reduces distortion, sharpens clarity, and keeps those smaller drivers safe from blowing out. Because all of this upmixing happens locally on decoded PCM audio, you don't even need a dedicated Dolby Atmos master, a Sony 360 Reality Audio mix, or a native multichannel stream. Tesla can build a full, 360-degree soundstage on the fly out of basic stereo tracks from streaming services like Spotify and Apple Music! For Tesla owners, the real payoff is not just the clever math under the hood, but how it transforms every single drive. Long road trips fly by when your cabin feels like a world-class studio, and familiar songs you have listened to a hundred times suddenly reveal subtle room details and spatial cues you never noticed before. It gives you a reason to sit in the driveway just to finish one more track.
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A deeper look inside the latest Tesla app 4.61.0 reveals several interesting developments: ✅ Tesla is adding controls for the left and right side-storage compartments on a newer Semi configuration internally referred to as “Semi V2” ✅ Tesla appears to be developing in-app Supercharger site maps with virtual queuing and assigned charging-post integration ✅ The app also includes new charging-protocol definitions for an OPTIMUS site type and a dedicated optimus_charger_id, suggesting Tesla is building backend support for identifying Optimus charging docks or facilities.
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VERIFIED 🤖 Independently verified in Tesla’s Android app version 4.60.5-4573: The app’s signed asset package contains 3 files: 📄 robot_closeup_gen3.png 📄 robot_home_full_body_gen3.png 📄 robot_home_inactive_gen3.png This confirms that Tesla internally labels the asset “Gen 3”, though it may not represent the final production design.
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UPDATE 🇨🇳 Tesla has reportedly completed its first round of factory audits for Optimus, upgrading 3 Chinese suppliers from "tentative" to "certified mass production partners": Tuopu Group, Joyson Electronic, and Zhejiang Sanhua Intelligent Controls 🔥 🏭 Tuopu Group: supplies core linear and rotary joint actuators, dexterous hand drive modules, and lightweight structural chassis components, leveraging its established Tier-1 automotive manufacturing base. 🏭 Zhejiang Sanhua Intelligent Controls: delivers rotary and linear actuator module assemblies, precision micro-motors for dexterous hands, and specialized thermal management systems designed to regulate heat across high-load joint motors and onboard compute units. 🏭 Joyson Electronic: provides force and torque sensors for tactile feedback arrays, structural enclosures for the AI head and vision modules, along with core power distribution boards and safety-critical wiring harnesses. Alongside the certifications, Tesla placed an initial order batch totaling roughly 5,000 units 🔥
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VERIFIED 🤖 Independently verified in Tesla’s Android app version 4.60.5-4573: The app’s signed asset package contains 3 files: 📄 robot_closeup_gen3.png 📄 robot_home_full_body_gen3.png 📄 robot_home_inactive_gen3.png This confirms that Tesla internally labels the asset “Gen 3”, though it may not represent the final production design.
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Tesla’s alleged Optimus v3 — found inside the Tesla Android app APK 🤩 First thing that stands out: zero exposed actuators or messy wiring harnesses. Unlike Gen 2 or 2.5, every joint is sealed behind sleek, flexible shrouds—a huge deal for factory floor safety to eliminate pinch hazards, plus a massive upgrade for IP ratings against dust and grime. The torso shifts to a single, monolithic shell. This screams lightweight RIM composite rather than stamped metal, tightly packaging the 2.3 kWh battery pack and central compute stack without unnecessary seams or panel gaps. Check out the forearm bulk versus the slim wrists. Tesla clearly relocated the hand actuators up into the arm, relying on tendon-driven linkages to give the fingers higher degrees of freedom while drastically slashing inertia at the fingertips. Same story down low: tapered calves and minimal, boot-like feet. Slashing mass at the extremities cuts motor torque demands at the knees and hips, which should translate to a far smoother, more natural walking gait. Even factoring in the simplified geometry of an in-app 3D asset, the leap from an R&D test mule to a finished product is night and day. The two-tone styling and refined proportions signal Optimus is rapidly converging on its true production form factor.
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In the exclusive interview with CCTV Finance, Elon Musk shared an optimistic vision for the future of robotics: A future where everyone has a personal robot to care for aging parents, watch the kids, provide one-on-one tutoring, and tackle all sorts of daily tasks. In this future, a single person could oversee hundreds, thousands, or even tens of thousands of physical robots and digital agents 😎 "My prediction is that within 10 years, there will be at least 1 billion humanoid robots; within 15 years, maybe 10 billion; and within 20 years, potentially 100 billion." If humanity actually scales to 100 billion machines, capturing even a fraction of that fleet transforms Optimus from a commercial product into the literal foundation of a post-scarcity civilization, multiplying global productivity by orders of magnitude 🤯
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GOOD NEWS 🚛 ZET SCALE—a heavy-hitting shippers alliance backed by Microsoft, PepsiCo, Catalyst Mobility, and the Smart Freight Centre—just dropped the biggest electric truck order in U.S. history 🔥 We’re talking 2,500 Class 8 electric rigs in one shot, practically doubling the entire country’s heavy-duty electric fleet overnight, with sights set on 10,000-plus down the road 💥 Tesla took the crown as the sole primary manufacturer after dominating an independently scored competitive RFP on price, range, charging speeds, and production capacity 🆒 While fleets can technically tap secondary choices like Kenworth, Volvo, or RIDE for specific niche routes, Tesla is positioned to lock down the lion's share of this 2,500-truck order simply because its real-world specs and operating costs blew the competition away 😎 Even better, the alliance completely solved the biggest headache keeping legacy fleets parked on the sidelines: residual value risk. ZET Financial is stepping in to purchase all 2,500 rigs upfront and lease them out under fair-market-value terms, taking the depreciation gamble completely off the carriers' shoulders 👍 Deployments are heading straight into ten major logistics hubs across the country, including California freight corridors, the Texas triangle, Chicago, Atlanta, Seattle, and the New York/New Jersey metro 🔜 As Tesla Semi chief Dan Priestley pointed out, pooling this kind of serious freight volume proves the Semi’s cost-per-mile advantage over diesel isn't just a pilot project anymore—it’s rolling at true commercial scale 🎉
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Tesla was selected as the primary OEM for the largest electric Class 8 order in the US by ZET SCALE, a new shippers’ alliance With 2,500 Semis on order, this will double the entire US electric Class 8 fleet We’re serious about scale, and ZET SCALE is too!
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CCTV Finance, the business and financial news channel of China Central Television, conducted an exclusive interview with @elonmusk: "President Xi Jinping is an outstanding leader. Under his leadership, China has achieved tremendous development accomplishments." Maybe FSD could be approved in China soon after Xi's visit to the US? 👀 Stay tuned for the full version 🔥
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AMAZING FACT 🚖 Cybercab is nearly 40% more efficient than the Model Y thanks to Tesla’s vertical integration superpower, optimizing every layer from battery cells to motors and software 🔥 For context, the Model Y is already an efficiency benchmark at roughly 3.7 miles/kWh. A 40% leap puts Cybercab at an incredible ~5.2 miles/kWh 🔥
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Cybercab is the most efficient EV ever certified & built, and we’re producing a drive unit every 10 seconds Join the team
GOOD NEWS 🚖 Elon's favorite milestone reached: Tesla just deployed 11 more Cybercabs in Texas, officially hitting 69 vehicles in the fleet (out of 479 autonomous registrations statewide) 🔥
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ENGINEERING WONDER 🇨🇳 Details on Tesla’s new TL2 front motor in the Shanghai-built Model Y Performance are finally coming into focus, and anyone expecting a routine refresh of the familiar 3D3 is in for a big surprise 🔥 Production and regulatory plates reveal that the new Performance model pairs this fresh TL2 front motor with the proven 4D2 rear unit, delivering an output split of 176 kW front and 291 kW rear 🆒 The real story, however, isn’t just that the TL2 makes more power than the outgoing 3D3—it’s where those gains actually show up: ⚙️ Torque: Up only ~9% (219 Nm to 238 Nm) ⚡️ Power: Up nearly 29% (137 kW to 176 kW) 🛞 Redline: An extra 2,000 rpm (17,000 rpm to 19,000 rpm) That contrast tells us a lot about the motor's real-world intent 👀 Rather than chasing a massive spike in off-the-line launch torque, Tesla engineered the TL2 to carry its power much deeper into the rev band. That translates directly into stronger pull at passing speeds and significantly better top-end stamina where earlier dual-motor setups typically began to taper off 😎 All told, the specs point to an unmistakable conclusion: the TL2 is not a rebadged 3D3 with a minor software tune. Jumping from 137 kW to 176 kW while unlocking another 2,000 rpm confirms that the refreshed Model Y Performance is packing a genuinely overhauled front drive unit 💥
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[ TECH EXPLANATION ] Most people think you need expensive Dolby Atmos remasters, specialized spatial file formats, or native multichannel streams to get an immersive 3D soundstage in a car 🔊 But @Tesla proved that smart, in-house DSP software can do the heavy lifting—synthesizing a wide, surrounding presentation on the fly out of standard two-channel stereo 🆒 While Tesla hasn't dropped the exact secret sauce behind its audio algorithm, its descriptions and the sheer magic of the listening experience point straight to a cutting-edge, real-time primary-ambient upmixing architecture 🔥 Here's how a system like this actually works under the hood... in plain English 👇 Authored spatial audio usually requires a custom immersive mix, a specialized file format, and a matching playback engine. But since nearly everything we stream into our cars is still basic two-channel digital audio, known as PCM, Tesla takes a brilliant software-first approach: synthesizing a full 3D soundstage right inside the vehicle in real time! Once that audio stream is decoded, the car's digital signal processor (DSP) splits the signal into short, overlapping time windows and breaks each window into narrow frequency bands. So, how do DSP engineers actually pull off that kind of time-and-frequency magic? They often turn to a classic mathematical workhorse: the Short-Time Fourier Transform, or STFT. Picture shining white light through a glass prism. Instead of treating the track like one crowded beam of sound, the algorithm splits it into a vibrant rainbow of individual frequency bands, carefully examining how each band evolves from moment to moment. Across these narrow frequency tiles, the algorithm builds a dynamic, running spatial profile. It constantly measures relative volume, phase, and arrival times between the left and right channels, tracking how closely the channels match, how their levels differ, and how their phase and timing relationships shift over time. This clever analysis figures out whether sound energy hits both channels identically, like a lead singer locked dead-center, or drifts between them like natural room reflections bouncing off concert hall walls. Next up is primary-ambient extraction. This is where the engine tries to unbake the cake, estimating and separating the direct acoustic core, such as lead vocals, punchy bass, and foreground instruments, away from the surrounding ambient mist of natural room decay, reverb, and crowd noise. Instead of flipping a crude on-off switch that would butcher the track, the upmixer applies continuous soft masks. Think of these as super-responsive dimmer switches for every single frequency slice, calculating how strongly each slice contributes to the primary and ambient layers, say, an 80/20 split, to preserve the recording's natural texture. When spatial cues get muddy or ambiguous, a top-tier upmixer plays it safe, leaning back on the original stereo presentation instead of forcing sound into the surrounds. This smart fallback is a game-changer because it keeps wide panned guitars, synths, and stereo effects rock-solid so they don't wander weirdly around the cabin. Finding that room ambience is only half the battle, though. Moving it around the cabin without dragging the lead singer along with it? That's the real engineering magic. To keep everything sounding silky smooth, the algorithm applies temporal and spectral smoothing across neighboring frequencies and consecutive time frames. Think of smoothing as an acoustic shock absorber. Without it, the sound image could flutter, while isolated frequency glitches would produce artificial chirps or tinkling tones, the infamous DSP artifact known as "musical noise." Separating the layers, decorrelating the surround feeds, and carefully aligning the speakers helps tame comb filtering and unstable imaging. When identical sound waves hit your ears from different speakers with microsecond delays, the waves collide like conflicting ripples in a pool, causing some frequencies to reinforce while others cancel out. That phase interference can make the audio sound thin, hollow, and tinny, like you're listening inside a metal pipe. For the primary sound layer, the engineering goal is a sharply defined front soundstage. The system locks center-panned vocals right onto the physical center speaker while preserving the wide stereo spread of side instruments, creating a stable soundstage over the hood that stays convincing whether you're in the driver or passenger seat. Simultaneously, the extracted ambient layer goes through decorrelation before hitting the available side, overhead, and rear speakers, depending on your vehicle model. By subtly shifting phase and timing between surround channels, the algorithm keeps the feeds from behaving like identical copies, spreading the ambience effortlessly through space. Suddenly, the physical boundaries of the cabin seem to melt away into thin air instead of feeling like isolated speaker boxes firing straight at your ears! On hardware platforms like the Model Y L, this spatial engine leverages dedicated hardware provisions, including center speakers positioned right beneath the second-row display. This gives rear passengers their own local anchor for the soundstage rather than making them settle for leftover reflections. That Immersive Sound slider in your settings? It likely adjusts how strongly the extracted ambience surrounds you, fine-tuning its level, width, and spread through the cabin. In Auto mode, Tesla's system dynamically adapts to whatever you queue up: spoken-word material like podcasts stays clean and centered for maximum voice clarity, while spacious acoustic recordings expand into a full, surrounding presentation. As all this extracted audio spreads across the cabin's speaker array, the renderer also relies on smart gain management. This ensures that opening up the surround channels doesn't trigger an unwanted loudness jump or overload your amplifier headroom. Now comes the ultimate physical challenge: a car cabin is a notoriously tricky place to build a convincing soundstage. The "room" being extracted here belongs strictly to the recording, whether a live concert venue or studio reverb. The car's internal reflections are an entirely separate problem, solved by smart speaker layout and cabin tuning. From there, the separated channels run through a custom acoustic profile built specifically for your vehicle model. The car doesn't need to re-measure the cabin on the fly because it relies on factory-tuned time delays, EQ curves, crossovers, limiters, and driver protection calibrated to the interior geometry and reflective glass. Because deep bass is difficult to localize and demands serious speaker cone movement, the DSP filters those ultra-low frequencies out of the smaller speakers and routes them straight to the vehicle's subwoofer system. This reduces distortion, sharpens clarity, and keeps those smaller drivers safe from blowing out. Because all of this upmixing happens locally on decoded PCM audio, you don't even need a dedicated Dolby Atmos master, a Sony 360 Reality Audio mix, or a native multichannel stream. Tesla can build a full, 360-degree soundstage on the fly out of basic stereo tracks from streaming services like Spotify and Apple Music! For Tesla owners, the real payoff is not just the clever math under the hood, but how it transforms every single drive. Long road trips fly by when your cabin feels like a world-class studio, and familiar songs you have listened to a hundred times suddenly reveal subtle room details and spatial cues you never noticed before. It gives you a reason to sit in the driveway just to finish one more track.
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[ GOOD NEWS ] 🇨🇳 @Tesla China has announced that select Model 3 and Model Y vehicles will be equipped with its self-developed intelligent audio algorithm 🔊 The feature requires an OTA update to version 2026.14.11 or later 🔥 On the Model Y L, the feature is officially labeled "Immersive Sound X", transforming ordinary stereo content into a 360-degree surround presentation 🆒
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