$80 Brent, a 20% Hormuz Toll, and Rich Sutton's Bet Against Deep Learning
Monday, July 13, 2026 · 32 items · 6 min read · Updated 6:03 PM
By the Numbers
September 15
default blocking start date
AI
15-9
committee vote margin
Financial
$3.9 billion
Vault acquisition price
Critical Minerals
1 trillion minutes
wearable data training volume
AI
5 million users
Fitbit and Pixel Watch data sources
AI
34 of 35
health benchmarks exceeded
AI
The Day's Thesis
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Signal of the Day: Oil prices jumped nearly 8% after the U.S. reinstated a Strait of Hormuz blockade on Iranian ships and proposed a 20% toll on cargo transiting the strait, pushing Brent Crude above $80/bbl and WTI above $75/bbl.
The 30-Second Read:
U.S. proposes 20% cargo toll on Strait of Hormuz traffic; Brent tops $80/bbl on blockade reinstatement
Turing Award winner Richard Sutton launches Oak Lab, calling current deep learning methods "weak and inefficient"
Gold falls below $4,100/oz and silver below $60/oz as Middle East tensions reprice safe-haven assets downward
The Hormuz blockade is the load-bearing event today: it is simultaneously a commodity price shock, a Treasury market catalyst, and a mineral supply risk. Everything else — from Sutton's architectural critique of frontier AI to NTPC's uranium push — operates against a backdrop of tightening energy economics.
AI & Research Frontier
Richard Sutton's Oak Lab launch is the sharpest public challenge yet to the architectural assumptions underlying every major frontier model.
Sutton, the 2024 Turing Award winner and a foundational figure in reinforcement learning — the training method where agents learn by receiving rewards — describes current deep learning as "weak and inefficient" and is building toward agents that learn continuously from their environment rather than from static training runs.
Oak Lab is based in Toronto; no funding figures have been disclosed. The implication for compute economics is direct: if continuous learning architectures gain traction, the multi-billion-dollar pretraining runs underpinning GPT-5.6 Sol and its competitors face a potential architectural obsolescence argument from one of the field's most credentialed critics.
OpenAI has released a prompting guide for everyday users, not developers. Instead of rigid formulas, it suggests four optional building blocks: goal, context, format, and constraints. The core advice is simple: describe the result you want, not the steps to get there. It's the first time OpenAI covers both Chat and Codex in a single framework.
The article OpenAI's new prompting guide tells users to stop overthinking and start with the result appeared first on The Decoder.
Separately, more than 200 economists and AI researchers — including 16 Nobel laureates and signatories from Google, OpenAI, and Anthropic — issued a coordinated statement warning that the window to prepare for AI's labor-market impact is narrowing.
The paper explicitly cites the possibility that the transition could "surpass the Industrial Revolution but unfold in a fraction of the time," though the authors note that studies to date have found no significant AI-driven effects on aggregate labor markets.
Microsoft CEO Satya Nadella added a structural IP dispute to the day's AI narrative, calling out OpenAI and Anthropic for training on public data under fair-use doctrines while prohibiting distillation — the practice of training a smaller model using a larger model's outputs — of their own systems. Microsoft sells the enterprise infrastructure that would let companies run their own learning pipelines, making Nadella's position commercially legible.
The German research consortium's Soofi S 30B-A3B model, trained entirely on Deutsche Telekom's Munich cloud infrastructure, activates only a fraction of its 31.6 billion parameters per token — a hybrid efficiency architecture that topped all fully open competitors on both German and English benchmarks, demonstrating that non-U.S. open-model development is now benchmark-competitive.
Technology & Infrastructure
Memory shortages are pushing smartphone shipments to historic lows, with Apple and Samsung the primary beneficiaries as scale insulates them from component rationing.
The shortage dynamic is compounding an already strained DRAM market — this running storyline, anchored by Nanya's $6.2B investment and $20,000 2nm wafer pricing, now has a visible demand-side casualty in consumer handsets.
Smaller OEMs face the sharpest allocation constraints; Apple and Samsung's procurement scale gives them preferential access. The second-order effect: a sustained period of low shipment volumes compresses the addressable market for mobile-tier DRAM just as AI server DRAM demand continues to absorb new capacity.
On the infrastructure side, GlobalFoundries VP Sudipto Bose outlined at the MIPS Taipei event how silicon photonics — a technology that moves data using light pulses on chips rather than electrical signals — GaN power semiconductors, and edge AI processors are converging in what GlobalFoundries frames as "physical AI." No specific volume or revenue figures were disclosed, but the directional signal is that edge inference — running AI models locally rather than in a cloud — is absorbing investment across specialty process nodes that sit outside the leading-edge TSMC/Samsung duopoly.
Space data center proposals drew public skepticism from Sam Altman, who dismissed near-term orbital compute as financially implausible, a position aligned with the engineering consensus.
Markets & Capital Flows
Oil's 8% single-session jump on Hormuz blockade reinstatement is the largest geopolitical energy price shock in the current cycle, with Treasury yields moving higher and ceasefire terms under active dispute.
The U.S. proposal of a 20% toll on Hormuz cargo traffic — if operationalized — would function as a tax on approximately 20% of global seaborne oil trade. Brent above $80/bbl and WTI above $75/bbl are levels that historically compress industrial margins and accelerate central bank caution on rate cuts; Treasury yields moving higher on the same session reflects that repricing.
SpaceX stock fell for a second consecutive day, nearing its $135 IPO price, as risk appetite contracted. The Paramount–Warner Bros. Discovery merger faces a blocking lawsuit from 12 states including California, adding regulatory overhang to media sector consolidation. The United States Oil Fund (USO) saw elevated options activity as equity traders sought liquid exposure to oil volatility without futures complexity.
Critical Minerals & Supply Chain
Precious metals sold off sharply on Middle East escalation — gold below $4,100/oz and silver below $60/oz — inverting the typical safe-haven pattern as oil's surge dominated macro repricing.
The Heraeus Precious Metals note attributes the move to fears that sustained oil prices above $80/bbl reignite inflation concerns, reducing the probability of near-term rate cuts and thus the relative appeal of non-yielding metals. India's NTPC is pursuing overseas uranium mine financing to fuel a target of 100 GW nuclear capacity by 2047 — up from the previously tracked 30 GW planning figure, representing a significant upward revision in long-dated uranium demand.
Sibanye-Stillwater's K4 PGM — platinum group metals, used in catalytic converters and hydrogen fuel cells — shaft at Marikana will absorb R964-million of remaining capital this year and next, against a total project cost of R4.4-billion in real 2026 terms, targeting steady-state production in 2033.
The Interconnect: Cross-Sector Causal Chains
→U.S. Hormuz blockade reinstatement pushes Brent above $80/bbl → sustained energy cost inflation raises operating expenditure for energy-intensive data center and semiconductor fab operators → DRAM and advanced node wafer pricing faces an additional input-cost floor at a moment when Nanya's $6.2B expansion is already pricing 2nm wafers at $20,000 reported
→India's NTPC revises nuclear capacity target upward to 100 GW by 2047 → uranium offtake — long-term purchase contracts for fuel supply — demand expands materially beyond prior planning scenarios → overseas uranium mine financing timelines compress, directly competing with critical mineral capital flows already strained by the mining sector selloff reported
→Nadella's public critique of OpenAI and Anthropic distillation bans → enterprise customers face policy uncertainty over permissible model training practices → Microsoft's Azure AI infrastructure — which enables proprietary learning pipelines — gains a commercial positioning advantage in enterprise procurement cycles reported
Watchlist
▸Oak Lab (Richard Sutton) — first technical disclosures on continuous-learning architecture and compute requirements · Catalyst: Seed funding announcement or research publication · When: Q3 2026
▸NTPC (India) — uranium mine financing agreements and offtake contract terms · Catalyst: Board approval of first overseas mine investment · When: H2 2026
▸Sibanye-Stillwater — K4 shaft capital deployment pace and PGM price sensitivity · Catalyst: Q3 operational update; R964M spend window · When: October 2026
▸USO / Brent Crude — whether 20% Hormuz toll proposal moves from rhetoric to enforcement mechanism · Catalyst: U.S.-Iran ceasefire status review and shipping industry response · When: Next 2–4 weeks
▸Microsoft (Azure AI) — enterprise response to Nadella's distillation critique; any policy revision by OpenAI or Anthropic on model output licensing · Catalyst: OpenAI or Anthropic terms-of-service update · When: Rolling, 30-day window
▸Paramount / Warner Bros. Discovery — outcome of 12-state blocking lawsuit; merger timeline revision · Catalyst: Court hearing schedule in California · When: Q3 2026
▸Soofi S / German AI Consortium — benchmark validation by independent evaluators; Deutsche Telekom cloud infrastructure commercialization · Catalyst: Third-party benchmark audit publication · When: 60-day window
Richard Sutton, 2024 Turing Award winner and co-founder of modern reinforcement learning, has launched a new startup called Oak Lab in Toronto. He calls current deep learning methods "weak and inefficient" and wants to build AI agents that learn continuously from their environment.
The article Turing Award winner Rich Sutton founds Oak Lab to build AI agents that learn on their own appeared first on The Decoder.
More than 200 economists and AI researchers, including 16 Nobel laureates and representatives from Google, OpenAI, and Anthropic, are calling for immediate action in a coordinated statement. The AI transformation could surpass the Industrial Revolution but unfold in a fraction of the time. The paper doesn't propose concrete measures, and studies so far have found no significant AI-driven effects on the labor market.
The article Nobel laureates and AI leaders warn the window to prepare for AI's economic impact is closing fast appeared first on The Decoder.
NEWBURYPORT, MA – July 2026 Rochester Electronics, LLC, a premier continuous source of authorized semiconductors, and Qorvo®, a leading global provider of connectivity and power solutions, today announced the completion of a worldwide distribution agreement. This collaboration significantly expands access to Qorvo’s RF and power high-performance semiconductor solutions for customers worldwide, with a particular emphasis […]
The post Rochester Electronics and Qorvo® Team to Offer Long-Term Availability of RF Components appeared first on EE Times.
Metals.io is pioneering the future of commodity investing through blockchain technology.
In this episode, Ben Elvidge from Metals.io explains that tokenized metals give investors direct ownership of specific quantities of metal stored in recognized vaults. Tokens trade 24/7 globally, providing continuous access unlike the limited trading hours of traditional markets.
Supply constraints, macroeconomic trends and the digital readiness of nickel and cobalt prompted metals.io to its most recent expansion, and Elvidge says there is more to come.
“Tokenization offers a way for retail investors to access these markets directly, effectively bridging the investment gap.” The company prioritized metals with similar narratives that can leverage their established custody procedures.
Tokenized metals aim to offer retail investors an access point to commodities beyond ETFs or mining stocks, both of which carry significant risks and indirect exposure.
“Investors can buy small amounts from anywhere, anytime, and follow market developments closely.” A secondary market could make it easier for producers to find liquidity, encourage risk capital allocation, and accelerate new project development, while small investors benefit from stabilization and efficiency.
While the potential is immense, the journey involves navigating regulatory complexities, establishing trustworthy custody solutions and educating investors.
Listen to the full interview to hear Elvidge's thoughts on the future of commodities trading.
Don't forget to follow us @INN_Technology for real-time news updates!
Securities Disclosure: I, Meagen Seatter, hold no direct investment interest in any company mentioned in this article.
Editorial Disclosure: The Investing News Network does not guarantee the accuracy or thoroughness of the information reported in the interviews it conducts. The opinions expressed in these interviews do not reflect the opinions of the Investing News Network and do not constitute investment advice. All readers are encouraged to perform their own due diligence.
Microsoft CEO Satya Nadella is calling out OpenAI and Anthropic for what he calls a "reverse information paradox." They train on public data under fair use but ban distillation of their own models, all while learning from customer interactions. Nadella wants companies to control their own learning infrastructure. Microsoft, of course, sells exactly that.
The article Nadella calls out AI labs like OpenAI and Anthropic for banning distillation while training on everyone else's data appeared first on The Decoder.
GlobalFoundries’ Sudipto Bose explains how silicon photonics, GaN and MIPS/ARC fire up physical AI at the edge—watch now.
The post Interview with GlobalFoundries VP at MIPS ‘Physical AI is Agentic AI at the Edge’ Taipei Event appeared first on EE Times.
The United States Oil Fund (USO), the ETF that best tracks oil prices, offers equity options traders a liquid, accessible alternative to the complexities of the futures market.
Remaining project capital of R964-million of the total of R4.4-billion in real 2026 terms is to be spent this year and next on Sibanye-Stillwater’s K4 platinum group metals (PGMs) project at Marikana in South Africa’s North West province. The project is on track for steady-state production in 2033 and has a 48-year economic life, which bodes well for the community of the Rustenburg municipal area in particular. (Also watch attached Creamer Media video.)
A German research consortium has released Soofi S 30B-A3B, an open language model trained entirely on Deutsche Telekom's cloud infrastructure in Munich. The model uses an efficient hybrid architecture that activates only a fraction of its 31.6 billion parameters per token, keeping throughput steady even at very long contexts. With a training dataset deliberately weighted toward German, Soofi S tops all fully open competitors on both German and English benchmarks.
The article German AI consortium releases Soofi S, an open 30B model that tops benchmarks in both English and German appeared first on The Decoder.
Following the latest hostilities in the US war with Iran, precious metals prices dropped across the board, with the gold price falling back below $4 100/oz and silver below $60/oz. In its latest ‘Precious Appraisal’, precious metals and technology company Heraeus Precious Metals notes that, along with this, oil rallied, with Brent Crude and the West Texas Intermediate (WTI) topping $80/bbl and $75/bbl, respectively, on July 8, prompting a resurfacing of fears that the conflict could have an impact on price stability and, ultimately, monetary policy.
Cloudflare announced on July 1 that AI agent crawlers will be blocked by default starting September 15 unless sites explicitly grant permission. This creates a new permission framework that affects how real-time AI agents access web content and train on current data.
General Fusion became the first publicly traded fusion company following a Nasdaq listing via reverse merger, though the offering experienced high redemptions. This marks a milestone in fusion energy commercialization reaching public capital markets.
The Senate Banking Committee approved the Clarity Act crypto bill 15-9 in May, with bipartisan support including two Democrats joining Republicans. The bill advances congressional cryptocurrency regulation efforts amid ongoing industry lobbying.
Genesis is acquiring Vault for $3.9 billion after competitor Regis withdrew from the bidding process, ending a competitive auction driven by elevated gold prices. This consolidation reflects strong M&A activity in precious metals mining amid favorable commodity valuations.
Google Research released SensorFM, a foundation model trained on over one trillion minutes of wearable data from five million Fitbit and Pixel Watch users, achieving benchmark performance on 34 of 35 health metrics. This establishes Google's position in health AI inference from wearable devices and demonstrates large-scale multimodal health data application.
A proposed 575-acre data center near Calgary, Canada requires additional approvals before proceeding. This expansion reflects ongoing infrastructure capacity buildout in North America driven by cloud computing and AI workload demand.
Options traders are positioning bullishly ahead of Netflix's earnings announcement on Thursday, signaling market expectations for positive performance. This sentiment reflects investor confidence in the streaming platform's near-term results.
The Democratic Republic of Congo approved a plan on July 10 to partner with Portuguese construction company Mota-Engil SGPS on rehabilitating the Lobito Corridor railway for copper and cobalt transport. This infrastructure upgrade directly supports critical mineral export logistics, connecting DRC production to Atlantic Ocean ports via Angola.
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