Ekonomické zpravodajství

The Terminal

2 d - Viktor Pavlik

We continue developing our own Bloomberg-like terminal, where we will be able to watch bond yields, central banks standing, various economic indicators and our own anayses, all in one place.

We will continue the development and keep you updated.

Vývoj neuronové sítě

2 d - admin admin

Zlepšování přesnosti
Přesnost našich neuronových sítí se nám daří průběžně zvyšovat. Pokračujeme v ladění architektury i v práci s trénovacími daty a očekáváme, že se tento trend udrží.

Zprávy v reálném čase
Model je nově napojený na aktuální zprávy, které zpracovává v reálném čase. Jejich obsah vyhodnocuje umělá inteligence a výsledky analýzy se okamžitě promítají do predikcí. Díky tomu model dokáže reagovat na aktuální události výrazně rychleji než dříve a nespoléhá pouze na historická data.

Nová metoda: kombinace více sítí
Zavedli jsme přístup, při kterém trénujeme více neuronových sítí paralelně a výsledná predikce vzniká jako průměr jejich jednotlivých výstupů. Tento postup omezuje vliv chyb jednotlivých modelů, snižuje riziko náhodných výkyvů a vede ke stabilnějším a spolehlivějším výsledkům.

Další kroky
V plánu je rozšíření datových zdrojů o příspěvky ze sítě X (Twitter). Sociální sítě často zachycují náladu trhu a nové informace dříve než tradiční média, a věříme proto, že nám pomohou predikce dále zpřesnit.

Research - potenciální nová strategie pro S&P500

4 d - admin admin

Více na tomto odkazu

Daily Analysis 2026/09/24

28 d - Viktor Pavlik

Canadian CPI remains roughly in line with market expectations at 3%, while the Bank of Canada held its policy rate at 2.25% on September 2. Near-term, this policy stance alongside higher US yields maintains our slightly bullish bias on USD/CAD. However, we are closely monitoring global geopolitical developments. Our base case points to ongoing uncertainty and conflict that could drive crude oil prices higher, strengthening Canada's terms of trade. This structural trade boost should outweigh the domestic economic drag, flipping our medium-term stance to short USD/CAD.

Long term, the greenback faces structural headwinds: public criticism directed at Fed Chair Warsh undermines central bank credibility, while massive US fiscal deficits continue to weigh on the dollar. However, if oil prices spike into the $120–$130 range, the resulting global demand destruction and recession risk would trigger broad safe-haven flows, shifting us back to a bullish USD position.

Daily Analysis 2026/08/19

19. 8. 2026 - Viktor Pavlik

China: Balance Sheet Recession and the Case for Longer-Term AUD Bearishness

Date: 19 August 2026.


1. What the data says

Chinese activity data for July disappointed across the board:

  July 2026 expected prior
Industrial production (y/y) 4.5% 5.0% 5.3%
Retail sales (y/y) 0.6% 1.5% 1.0%
Fixed-asset investment (Jan–Jul, y/y) −6.7% −6.2% —
Surveyed unemployment 5.2% — 3-month high
M2 (y/y) 7.7% 7.9% 8.0%

Fixed-asset investment is contracting outright. Rising investment in manufacturing can no longer offset the fall in real estate investment; the absolute level of manufacturing investment remains very high but is now shrinking rather than growing. That leaves exports as the only remaining source of growth, hence the rising trade surplus, which some analysts note has been partly obscured in the headline data by a surge in gold imports.

Chinese auto exports are growing at over 3m cars a year — Japan at its peak exported 6m in total — yet total auto production is flat, because domestic demand is falling. Record export success is producing zero net output growth.

2. Credit is now contracting, not merely slowing

July's credit data is the important release, not the activity data:

  • Net new yuan loans −CNY 340bn (−USD 50.4bn) against a Reuters consensus of +CNY 45bn — a record monthly contraction and the second this year, after April.
  • Household loans −CNY 460bn; corporate loans −CNY 130bn.
  • Repayments to the real economy CNY 590bn, the most since 2002.
  • Total social financing still +CNY 1.4tn, of which CNY 1.32tn was government bond issuance — roughly 94% of the total.
  • Jan–Jul new loans CNY 10.38tn versus CNY 12.87tn a year earlier, −19%.

Households are deleveraging harder than corporates. This is a property-led balance sheet recession, not the corporate-led version Koo described in 1990s Japan. The policy implications differ - household balance sheets repair more slowly and are less responsive to corporate tax or credit measures.

3. Why Chinese yields fall while the world's rise

With bond yields rising almost everywhere — US 10y ~4.65–4.70% near a 19-month high, Bund 3.21% at its highest since 2011, 20y JGB at levels not seen since 1999 — with the exception of China (10y ~1.68%, lowest in over a year), we think it's because China is in a balance sheet recession. With the property bubble deflated, households and firms are minimising debt rather than maximising profit, so credit demand fails at any policy rate: the LPR has sat at 3.0% (1y) and 3.5% (5y) for ten months and the PBOC calls its stance "appropriately loose", yet July still delivered a record contraction in lending. Banks that cannot lend buy government paper instead, so yields fall even as the state issues at a record pace. That is the mirror image of the rest of the world, where the private sector still borrows and fiscal expansion competes with it for savings. The 10y at 1.68% is not evidence that easing is working — it is the price of credit demand failure, and no policy rate makes a household with negative equity want a second mortgage.

The debt picture follows. Private debt is being repaid while public debt expands to fill the gap: the stock keeps growing, the composition shifts from private to sovereign. Some analysts put the scale at among the fastest increases in a debt-to-GDP ratio in history over the past fifteen years. Reining that in requires investment growth to slow sharply, perhaps to go negative. Consumption growth lags the GDP target, so investment can only slow without missing the target if the trade surplus absorbs the difference. The surplus grows as the residual of that attempt, and it holds only as long as the rest of the world keeps absorbing it. The other option we have seen being circulated was that it would be possible to spend more on infrastructure investment, which would mean increased demand for steel, of which iron ore is the key component, and which could positively impact the Australian dollar.

4. Decoupling raises the probability that it won't be absorbed

We read the US administration's direction as decoupling: tariffs, restrictions on AI hardware access, and successive trade measures, most recently involving Mexico. Disruption in the Strait of Hormuz falls disproportionately on China as the largest buyer of Gulf and Iranian crude; we treat this as an effect that compounds the pressure.

If external demand is constrained precisely when China depends on it to offset private deleveraging, the adjustment has to come through domestic demand or the currency. Neither is favourable for commodity exporters.

5. Implication

We are longer-term bearish AUD: China takes roughly three-quarters of seaborne iron ore, and iron ore is Australia's largest export. New supply from Simandou and Vale compounds the demand problem. But short-term, we are neutral and watching for Chinese infrastructure spending, which could mean we lean long AUD short-term.

Daily Analysis 2026/06/08

8. 6. 2026 - Viktor Pavlik

We're closely watching the developments in the markets, be it because of the situation in the Middle East, where peace remains elusive, with several analysts and banks claiming that oil price will shoot higher, but is currently held lower by various oil market machinations that came as a result of previous years, like neural networks using satellite images to see where the shortages will develop or hedge funds' Value at Risk models cutting exposure and unprecedented SPR draws. Afterwards, we would expect the price of oil to stay at a new, elevated floor because of massive demand to replenish the reserves.

Because of this, we are long-term bullish Canadian dollar, but short-term bearish before the USMCA/CUSMA negotiations, that have a deadline on 1 July, where we expect Canada's concessions to the US because of weaker negotiating position based on weak Canadian macroeconomic data.

On AUDUSD, we're bearish, with the same reason of weak data, especially in unemployment. Weak data from China also support our bearish view, since it's Australia's biggest trading partner. We are closely monitoring the price of Australia's main export commodities like iron ore and coal, which could help support the Australian dollar.

Updated G10 Central Bank Policy & Geopolitical Impacts

12. 5. 2026 - Viktor Pavlik

US Federal Reserve (Fed)

The Fed remains on pause, though hawkish undertones are emerging.

  • Rate Decision: At the April 28–29 FOMC meeting, policymakers held the federal funds target range steady at 3.50%–3.75%. Notably, three central bankers dissented, expressing openness to a rate hike amid uncertain Middle Eastern developments and resilient inflation data.

  • Leadership Transition: Kevin Warsh is on the verge of taking the helm. On May 11, Warsh cleared a critical procedural hurdle when the Senate invoked cloture in a 49-44 vote, paving the way for a final confirmation vote later this week. Jerome Powell has stated he will remain at his post until the transition is officially completed, seamlessly bridging the gap as his term concludes on May 15th.

European Central Bank (ECB)

The ECB's outlook remains constrained by the dual pressures of economic stagnation and imported inflation.

  • Rate & Growth: The deposit facility rate remains unchanged at 2.00% following the March meeting. The Eurozone continues to grapple with sluggish growth, with 2026 GDP downgraded to 0.9%.

  • Inflation & Fiscal Pivot: The recent spike in energy prices caused by Middle Eastern conflicts has forced the ECB to revise its 2026 inflation forecast up to 2.6%. Consequently, fiscal policy across the bloc is aggressively pivoting to offset these headwinds, characterized by surging defense and infrastructure spending.

Bank of England (BoE)

The BoE is navigating a complex trade-off between softening growth and rising energy costs.

  • Rate Decision: At its April 29th meeting, the Monetary Policy Committee (MPC) voted 8–1 to hold the base rate at 3.75%. The lone dissenting member pushed for a hike to 4.00%, citing risks of material second-round effects in wage and price-setting.

  • Inflation & Energy Shocks: Governor Andrew Bailey noted that the ongoing Middle East conflict has fundamentally changed the inflation picture. With CPI rising to 3.3% in March, the Bank explicitly warned that "higher inflation is unavoidable" in the near term, projecting it could peak over 3.5% later this year. The MPC stressed they are monitoring the duration of the shock and stand ready to take more "forceful" action if inflationary pressures become embedded.

Reserve Bank of Australia (RBA)

The RBA has solidified its position as the hawkish outlier among the G10, compounding domestic economic vulnerabilities.

  • Rate Decision: As futures markets predicted, the RBA raised the official cash rate by 25 basis points to 4.35% at its May 5th meeting.

  • Domestic Headwinds: While this hawkishness supports the interest rate differential, it places an immense burden on an already strained consumer base. Australia’s household debt-to-GDP ratio sits above 110%—one of the highest globally. This rate hike arrives as the country faces localized supply disruptions and halted oil imports, raising the risk of an accelerated consumer contraction.

Bank of Canada (BoC)

The BoC maintains a highly accommodative stance, opting to "look through" the current geopolitical noise while acknowledging near-term inflationary spikes.

  • Rate Decision & MPR: The BoC held its policy rate at 2.25% on April 29th. The accompanying April Monetary Policy Report (MPR) projects 2026 GDP growth at 1.2%, noting that growth resumed in early 2026 after a Q4 2025 contraction, though tariffs and trade uncertainty continue to weigh heavily on exports.

  • Inflation Outlook: Inflation rose to 2.4% in March and the Governing Council expects it to temporarily hit ~3.0% in April due to surging energy prices. However, the BoC explicitly stated it will not let higher energy prices become persistent, assuming global oil benchmarks will ease to US$75 per barrel by mid-2027. They expect inflation to return to the 2% target by early next year and will hold rates steady unless these price shocks seep into core inflation trends.

Reserve Bank of New Zealand (RBNZ)

The RBNZ remains cautious, facing an acute stagflationary squeeze driven by global supply chain disruptions.

  • Rate Decision: The RBNZ Monetary Policy Committee kept the Official Cash Rate (OCR) on hold at an accommodative 2.25% during its April 8th meeting.

  • Stagflationary Pressures: Similar to its peers, the RBNZ is battling imported inflation. Governor Anna Breman emphasized the central bank will attempt to look through the temporary spike in energy prices stemming from the Middle East. However, the Bank projects near-term inflation to peak at a painful 4.2% in Q2 2026. While the RBNZ currently aims to maintain rates to avoid unnecessarily slowing the economy, they have signaled a readiness to hike if second-round effects start to heavily impact medium-term inflation expectations.

Daily Analysis 2026/04/28

28. 4. 2026 - Viktor Pavlik

  • US Federal Reserve (Fed): The Fed remains on pause, keeping the federal funds target range steady at 3.50%–3.75% following its March meeting. Policymakers said they are observing the uncertain developments in the Middle East and the market is pricing in shallow rate cuts later this year. Powell’s term is ending May 15th and the Senate hasn’t confirmed Kevin Warsh’ nomination yet.

  • European Central Bank (ECB): The ECB kept its deposit facility rate unchanged at 2.00% in March. The Eurozone is grappling with sluggish growth (2026 GDP downgraded to 0.9%), but a recent spike in energy prices due to Middle Eastern geopolitical conflicts has forced the ECB to revise its 2026 inflation forecast up to 2.6%. Fiscal policy is increasingly pivoting toward defense and infrastructure spending.

  • Reserve Bank of Australia (RBA): The RBA is currently the hawkish outlier among the G10. Following a 25 basis point hike in March to bring the cash rate to 4.10%, futures markets are currently pricing a 72% probability of another hike to 4.35% at the upcoming May 5th meeting. Which may be good from the interest rate differential standpoint, but it’s putting a burden on already strained consumers, with Australia’s household debt-to-GDP ratio of over 110%, one of the highest in the world. The country is also dependent on oil imports, which have been stopped, and there already are localized supply disruptions.

  • Bank of Canada (BoC): The BoC held its policy rate at a highly accommodative 2.25% in March. In the interest rate decision, they said “near-term economic growth will be weaker than anticipated in January”, “unemployment rate rose to 6.7% in February”. We are actively monitoring the situation in Canada, and will update our outlook after the next meeting which takes place on April 29th and comes with quarterly Monetary Policy Report. Markets are pricing in a slight risk of rate hikes in late 2026 if trade and spending data unexpectedly surge.