Next Big Future
Coverage of Disruptive Science and Technology
Updated: 2 weeks 1 day ago
Prime Intellect Recursive Language Model
Recursive Language Models (RLMs) are a general inference paradigm that treats long prompts as part of an external environment and allows the LLM to programmatically examine, decompose, and recursively call itself over snippets of the prompt. RLMs can successfully process inputs more than an order of magnitude beyond model context window limits and, even for ...
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Hitting and Breaking Limits to Reach Unlimited Recursively Self Improving AI
What a 23% kernel speedup tells us about whether AI can improve itself and how to quantify the gains. In 2025, Google DeepMind’s AlphaEvolve, an AI system that discovers algorithms, found a way to make a FlashAttention kernel run 23% faster. This was a great result but it was not the beginning of a runaway ...
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SpaceX Pays Off a Data Center in 9 Months
When does revenue growth and profits overtake AI capex spending ? I have run numbers on the fastest AI data center builder. The faster you can build, then the faster you can monetize and get to profits.
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Understanding Different AI Data Center Leasing Prices and Categories
The high $50 Billion per GW lease rates for xAI/SpaceX Colossus and similar premium, immediately available AI clusters are for scarce of ready-to-use, large-scale coherent GPU capacity. Kevin Pathrath’s is wrong about a conspiracy. He is comparing against different types of data center. The $2.7M/MW ($2.7 billion per gigwatt build figure is shell-only and brownfield. ...
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Self Improving Harness – Self-improving coding and research agent
Prime Agent is an open-source self-improving coding and research agent (harness) released by Prime Intellect on August 5, 2026. It is built for coding workflows and long-running autonomous tasks. It combines a Recursive Language Model (RLM) runtime with a Continual Harness, emphasizing token efficiency and expressiveness through programmatic tool calling, treating context as a variable, ...
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Are Top AI Talent Leaving Google to Apply AGI and ASI for Giant Leaps in Science
Demis Hassabis is changing to a new role as Chair of Google DeepMind & Chief Scientist of Alphabet. This will allow him to focus on long-term strategy, and accelerating scientific breakthroughs, including leaning into my work at Isomorphic to help cure disease. koraykv will be stepping up to lead Google DeepMind as SVP, alongside @joshwoodward ...
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LIVESTREAM – After Predicting the SpaceX Q2 Earnings- What Happens in the Next 18 Critical Months
I Predicted SpaceX Q2 Earning $100B ARR, 2+ GW 2026- NEXT 18 Critical Months. A 40% spot uplift + cheaper power/shell + wrappers can pull the crossover forward by a quarter or more versus a pure long-term $35–50B locked-rate case. Risks remain execution on power reliability/permitting, utilization, and any broader rate compression, but the combination ...
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New Research: The Confidence Gap Between CISOs and Their Boards Is Real, and It’s Measurable
Las Vegas, United States, 5th August 2026, CyberNewswire
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Uppsala Security Becomes First Blockchain Intelligence Company to Join Cyber Threat Alliance
SIngapore, Singapore, 5th August 2026, CyberNewswire
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SpaceX $100B ARR Yearend 2026 Guidance Over My $96 Billion ARR Bull Case
SpaceX had their Q2 earnings call and guided to $100 B+ ARR. This was just over my bull case of adding three more Google Sized $11 billion per year ($1 billion per month) deals. Two weeks ago I made a video that indicated that SpaceX would add up to $36 billion per year of new ...
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The AI 2027 Super AI Takeoff Scenario is Tracking to 2028-2032
The AI2027 superAI scenarios are tracking a bit slower but we are still heading quickly to SuperAI. Risk milestones are arriving ahead of the capability milestones that were supposed to produce them. There is a AI2027 tracking website and they observed capability predictions were running a bit behind but the SWE Verified benchmark caught up. ...
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SabPaisa Partners with AccuKnox for Zero Trust AI-Powered Cloud Security to Secure Its Payments Platform
CALIFORNIA, USA, 2nd August 2026, CyberNewswire
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If AI Gives Everyone the Same Financial Insights
When AI compresses the information edge and hands everyone roughly the same high-quality financial insights, pure “knowing more” stops being a reliable source of alpha. The remaining edge shifts to the parts that are still scarce. Judgment under uncertainty, creative synthesis, structural positioning, behavioral discipline, and the ability to act when others cannot. The Ken ...
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Twelve Hours of AI Work, Seventy Minutes You Can Trust
Claude Opus 4.6 can work for twelve hours. It can work reliably for seventy minutes. Mythos and likely Fable 5 can work for 16 hours at 50% correctness and 2-3 hours at 80%. Both numbers describe the same model doing the same kind of work, measured by the same organization. The gap between them is ...
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OpenAI Next Major Model Astra Solves Major Math Problems
Sebastien Bubeck of OpenAI says “yes, nonsofic groups exist”—as an example of “many new beautiful results” from Astra, next major OpenAI model. OpenAI published a page and PDF detailing ten advances across pure math and theoretical computer science. The arguments were generated by an internal version of Astra (total compute cost ~$2,000 at their Sol ...
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If Everyone Can Do It Then No One Will Pay For it
What becomes free and abundant stops being where the money is and becomes less important. Tap water is essential and it is not an industry. If Jason is right that Deepseek and Other Open Source AI are indistinguishable for 95% of queries. The consequence is not that corporations buy hardware and run open source. 95% ...
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Plans to Increase Oil Through Hormuz
US Admiral Brad Cooper has presented a plan for another intensive 10-14 campaign to reduce Iran’s missiles. Ship-to-ship transfers off Oman and the UAE have surged, satellite images show tankers lining up to quietly hand off crude outside the danger zone, and Bloomberg data shows volumes climbing back toward 4–7 million barrels a day for ...
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Supermicro and Dell With Building Block Data Centers for SpaceX
Super Micro Computer has a complete Data Center Building Block Solutions® (DCBBS). They have a comprehensive portfolio of racks engineered specifically for mission-critical, high-density AI data center deployments. The ORv3 standard allows Supermicro to offer customers a range of racks which simplify the integration of liquid cooling solutions for high compute-density systems, resulting in a ...
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Report Agrees With Nextbigfuture On 8 Gigawatts SpaceX AI Data Centers by 2027-2028
FundaAI’s 8 GW framing combined with the latest Minihard/Macrohard details indicate 8GW of SpaceXAI is doable by end of 2027-mid 2028. They indicate the 8 Gigawatts of chips and the 8GW of power are available to SpaceXAI 8 GW Demand (compute/chip-order side is locked in) as FundaAI calculates demand-side power need at ~8 GW total ...
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Minihard Thesis: Can SpaceX Turn AI Data Centers Into a Production Line?
SpaceX is building a new Minihard data center adjacent to Macrohard and Macrohardrr at the Memphis campus. It is the same 220,000 GB300s as Macrohardrr, packed into roughly 25% of the floor area. The claim is that Colossus 2’s campus ends up with the original 550k-GPU building plus two 220k-GPU buildings — close to a ...
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