AI agents exhibit vastly different degrees of autonomy. Yet, the ability to accomplish objectives without supervision is the critical north star for agent progress, especially in software creation. For non-technical users who cannot supervise software creation, full autonomy is essential, not optional. First of all, I will discuss two foundational capabilities to achieve true autonomy: automatic testing to verify correctness without human validation, and advanced context management to maintain coherence acr ...

RT Freak ⛳️ (@ThatNFTGawd)@skewga_hyper - Their affordable model drops in early 2026- They are creating their own chips- Autonomy & AI is top notch- Chart is a $HOOD clone ...

Hey, Rivia. >> About 222 miles away. >> Uh, can we actually go to Heavenly Resort in South Lake Tahoe.>> I found Heavenly Mountain Resort about 222 miles away. Would you like to go there or one of the other results. >> Yeah, let's do that one.>> Rivian's autonomy and AI day was a big deal. The company outline its self-driving strategy, an iterative process that will work across 3.5% million miles in the US and then evolve into an eyesree and hands-free self-driving product that will the eventual goal being ...

Rivian just had a big AI and autonomy event here at their offices in Palo Alto and they made a bunch of new announcements. So, let's get into it. So, the first big announcement is a new silicon chip designed in-house to power Rivian's Gen 3 AI computer.It can generate 1,600 trillion operations a second and will appear in the company's upcoming R2 vehicle starting at the end of 2026. Next, I got to experience Rivian's new universal hands-free feature that will work on three and a half million roads in North ...

Tesla, Inc. ( TSLA ) is overvalued by any traditional financial metric. Its P/E ratio stands at ~300X at the time of writing (Seeking Alpha data). Is the market undergoing a decade-long, mass hallucination or is there a reasonDecoding markets beyond P/E. As an investor, I either put my money into low cost funds or in single stocks that (I think) are asymmetric bets. My portfolio is roughly 50/50 between the two. I like to write about Macro and Fundamentals, with the (painful) awareness that Momentum and Sen ...

Tesla, Inc. ( TSLA ) is overvalued by any traditional financial metric. Its P/E ratio stands at ~300X at the time of writing (Seeking Alpha data). Is the market undergoing a decade-long, mass hallucination or is there a reasonDecoding markets beyond P/E. As an investor, I either put my money into low cost funds or in single stocks that (I think) are asymmetric bets. My portfolio is roughly 50/50 between the two. I like to write about Macro and Fundamentals, with the (painful) awareness that Momentum and Sen ...

RT phil beisel (@pbeisel)It is striking (though not surprising) how poorly legacy automakers have invested in their future. Technology is reshaping transportation at an accelerating pace, yet most incumbents are not playing to win. They are playing to delay.Their first failure was cultural and structural: a broad rejection of the EV transition. By any rational measure, legacy OEMs could have simplified their product lines, collapsed complexity, lowered costs, and built more efficient vehicles. Instead, prog ...

GE Vernova Outlook - GE Vernova is considered a core holding in large-cap growth portfolios due to the reanchoring around physical infrastructure in the US [5] - The company was last year's top pick with an 88% return, and is chosen again due to underappreciated opportunities in new orders and service contracts [5] - Trends of electrification and power are seen as drivers for GE Vernova [12] Natural Gas Turbine Market - Natural gas is viewed as the primary solution for firm base load power generation in the near and medium term [4] - GE turbines generate 50% of all electrons globally, excluding China [7] - The company has already surpassed all of last year's orders for natural gas turbines this quarter alone [7] - Turbine capacity has quietly doubled from 50 to 100 [9] - Pricing has tripled over the past 3 years, from $800 per kilowatt to $2,400-$2,500 [9] Service and Recurring Revenue - Each new turbine comes with a service agreement, creating a recurring revenue model [10] - The first outage requiring service isn't for 8 to 10 years, building a long-term revenue stream [10] - An acquisition of Prolle, not currently in models, will be integrated in 2026 [11] Tesla's Evolving Focus - Tesla is increasingly viewed for its autonomy and energy businesses [14] - The automotive business is valued at only $30-$40 per share [15] - Energy has grown to be equal to or slightly more valuable than the auto business [15] - Autonomy makes up over 70% of Tesla's value today [15]

We saw evidence the Defense Ministry is thinking outside the box. Way outside the box. It's funding tests to see if these giant Madagascar hissing cockroaches can be repurposed from repulsive pests to miniature battlefield assets.>> This is a left turn and this is a right turn. Stefan Vilhelm's year old startup Swarm Biotactics in central Germany is working with the Bundes to develop technology that can steer the creepy critters autonomously and send them on reconnaissance missions. He let me take control.W ...

Core Insights - Tesla experienced significant volatility in 2025, starting with a decline of over 30% in the first quarter due to weakened sales in key markets like Europe and China, alongside increased competition from Chinese EV manufacturers [1][2][3] - Investor sentiment shifted as CEO Elon Musk's political involvement raised concerns about his focus on Tesla during a critical time for the company [3][4] - A recovery began in late April when Musk reassured investors of his commitment to Tesla, leading to a rebound in stock prices [4][11] Sales Performance - Tesla achieved record Q3 deliveries of 497,099 vehicles, a 7% increase year-over-year, driven by a rush of buyers before the expiration of the $7,500 federal EV tax credit [5][11] - The company’s stock reached a 52-week high of $489.88 following reports of progress in fully driverless robotaxi testing in Austin, contributing to a valuation of approximately $1.6 trillion [7][11] Competition and Market Position - Despite recent successes, Tesla faces intense competition in the autonomous vehicle sector, particularly from Alphabet's Waymo, which operates a fleet without safety drivers and has surpassed 450,000 weekly paid rides [9][12] - Tesla's vehicle sales are under pressure, and its ambitious projects, including robotaxis and humanoid robots, are projected to take years before they significantly impact profits [12] Future Outlook - Tesla's narrative is evolving beyond just EV sales, with advancements in full self-driving technology, a growing robotaxi network, and an expanding energy generation and storage business [13][14] - The company is applying AI to physical assets, which could lead to monetizable opportunities, distinguishing it from other AI-focused firms [14] - Tesla's stock has gained 21% this year, trading above its 50-day and 200-day moving averages, indicating improving momentum [15] - The company is valued at over 15.4 times forward 12-month sales, reflecting a premium valuation based on long-term potential rather than immediate fundamentals [16] Financial Projections - The Zacks Consensus Estimate for Tesla's 2026 revenues and EPS suggests increases of 12% and 43%, respectively, compared to projected 2025 levels [19]