Press Release
Grain Yield Increase and Disaster Reduction by “Fen long” Technology Invented in China Contributing to Improve the Better Future of Human Being
Editor’s Note:
In recent years, natural disasters such as drought and waterlogging occur frequently. Climate warming has triggered various disasters that affect existence, which has brought unprecedented challenges to grain production, ecological environment and world peace maintenance. “Fen long” technology, the new method of farming invented by Wei Benhui, the Chinese inventor, can help to solve these problems in the world to a certain extent and make the human future better by multiple using “5 kinds of resources”, soil and its cubic natural rainfall, oxygen, temperature, humidity and solar energy.

In August 2021, the yield of highland barley in the saline-alkali soil, which was transformed by “smash-ridging” technology in Zangzhong Village, Zhaqi Town, Zhanang County, Shannan City, Tibet, China, the roof of the world, increased by 38.67%. The highland barley yield of smash ridging sand soil farmland in Kemai Community, Changzhu Township, Naidong District, increased by 1121.73 kg, with 25.43% of increase range, and the straw yield also increased by more than 20%. Peng Xinhua, the researcher of Nanjing Institute of Soil Science, Chinese Academy of Sciences has implemented smash-ridging sweet potato experiment in Jiangxi Province, and the result was that the yield increased by 89% to 117%. The maximum production increase of wheat of heavy coast saline-alkali soil in Dongying City, Shandong Province was 154.22% after being transformed by “smash-ridging” technology. The production increase of cotton of heavy saline-alkali soil in Yuli County, Xinjiang Autonomous Region was yet 81.17% in the fourth year after being transformed by “smash-ridging” technology. Over the past decade, “smash-ridging” technology was applied to nearly 50 kinds of crops such as rice, corn and wheat in 28 provinces such as Guangxi and Xinjiang, and no more rich water, pesticide or other production costs was required while the production increase was generally 10% to 50%, the quality was improved by 5% and the increase production in saline-alkali soil was 20% to 100% after transformation. Experts estimated that, the natural disaster such as waterlogging, drought, high temperature and low temperature may be reduced by more than 20%, and soil environment improvement,and crop biomass increase will reduce carbon by more than 10% and increase ground air humidity by 10%.

Invented by Wei Benhui from Guangxi Academy of Agricultural Sciences, “smash-ridging” technology is a major new method of farming, which can realize a new round of production increase, quality improvement, water conservation, disaster reduction, carbon reduction and sustainable development of agriculture and contribute to widen the space of human existence and development.
In March 2021, “smash-ridging” technology was shown on the world’s No. 1 screen in Times Square, which stated that the smash ridging agricultural machinery and smash ridging farming that would not mess the soil layers for ultra deep ploughing had broken through worldwide problems such as “physical” production increase of agriculture and physical transformation of saline-alkali soil. “Smash-ridging” technology which has shocked the world is common technology, common welfare and common wealth of all mankind.
The advert of “smash-ridging” technology marks that the world has ushered in a very rare new agricultural revolution. The technology is simple, widely applied and sustainable for hundreds of years. It has realized increase of grain production and decrease of disaster to benefit human being.

1. Creating subversive fifth farming mode, which is worldwide used
“Smash-ridging” technology is named after vertical burying, high-speed rotary-cut smash soil, ridge and suspend by using spiral, hollow and other “drill” farming tools invented by Wei Benhui, instead of the “plow” which has been used for 5,500 years. “Smash-ridging” technology has become the fifth efficient farming mode after slash-and-burn cultivation, man power, animal power and tractor ploughing in the history of human farming. “Smash-ridging” technology structured “smash-ridging agriculture” technology system that matches smash-ridging agricultural machinery, smash-ridging farming and smash-ridging cultivation and overturned traditional farming way and agricultural production technical philosophy by using the scientific concept of “ultra deep ploughing and deep loosening the soil without messing the soil layers”. The worldwide universal technology expands the space for human existence and development, and its scientific connotation and characteristics are as below:
First of all, fully excavate natural resource utilization that the earth feeds human being. With 5 kinds of natural resources, soil, the grain producer which the mankind survives on, natural rainfall, oxygen, temperature and humidity and solar energy, once more multiple positive utilization can be realized on the basis of existent farming and agricultural utilization to promote a new round of agricultural production increase, quality improvement, water conservation, disaster reduction, carbon drop and sustainable development.
Secondly, trigger deepening utilization of the surface soil of earth with a light force. Loosened soil increases several times over., and most of soil is granular, and granular structure surface is smooth. Unit weight decreases by 10% to 20%, and available nutrient increases by 10% to 30%. Basic fertility improves by 10% to 30%, and applying quantity of chemical fertilizer for planting crop can reduce by more than 10%.
Thirdly, create cultivated land reservoir with loosened soil and expanded volume. Natural rainfall reserves approximately double, which provides conditions for human being to utilize rainwater and snow water again. Soil porosity enlarges approximately and oxygen increase approximately by one time. Soil microbial community and quantity increase by almost multiple times.

Fourthly, create soil ecological environment that is suitable for crop growth. Smash ridging cultivation requires soil ecological environment with balanced water, fertilizer, gas and heat. The crop takes roots in the earlier stage, strengthens in the medium stage and becomes powerful in the later stage. It features production increase and quality improvement with resistant to drought, high and low temperature. The root system is particularly developed with fibrous root increasing and activity strengthening. The photosynthetic efficiency improves by 10% to 30%, and the stress resistance such as drought and high and low temperature improves by approximately 20%, while biomass increases by 20% to 30%.
Fifthly, create suitable environment for crops based on ecological conditions in which high agricultural yield is still available and consumption of agricultural “chemicals” is achievable even the consumption of fertilizer and pesticide can be reduced by more than 10% and some plastic mulch can be reduced. Some of polluted soil can be “purified itself”. For example, reduction of heavy metal pollution (reduction of cadmium content of rice) is a physical effect that other chemical means can hardly match.

Sixthly, realize no ecological area or crop variety limit. Almost all crops and some traditional Chinese medicinal materials in rice field, dry land and even saline-alkali soil can be applied to from Hainan Province at low latitude (18°N) to Xinjiang and Heilongjiang at high latitude (45° to 50°N), from Beihai of Guangxi at low altitude (10 to 15 metres) to Shigatse of Tibet at high altitude (over 4,000 metres), which indicates that there is no obvious limit on ecological area or crop variety, and it can be generally used in the world.
2. Application in China’s cultivated land and saline-alkali soil in 2021, with outstanding results
Test on smash ridging has been implemented in many places of China, and the result showed that comparing with traditional cultivation, the yield of rice increased by 15.5%, that of corn increased by 12.26%, and that of peanut increased by 8.05% with no fertilization.
“Smash ridging” technology has been applied to 50 kinds of crops such as rice, corn, wheat and potato in 28 provinces all over China for more than a decade, and production increase achieved 10% to 50%, and production increase in saline-alkali soil after being transformed achieved 20% to 100% with no increasing fertilization or irrigation volume. There are many cases of production increase in various places. In Yuanjiang City of Hunan Province, yield of smash ridging rice increased by 26.5% in that year, and it still increased by 12% in the fourth year after the first smash ridging cultivation. The yield of smash ridging wheat in Fuping, Shaanxi Province increased by 29.9%, and that of the second crop of corn increased by 34.89%. The average production increase of rained farming sugarcane was 32.5%.
In 2021, the cases of production increase with “smash-ridging” technology occurred frequently, and the results are outstanding.
Firstly, rice production continuously increases with “smash-ridging” technology. Yaoguao Town, Longhui County, Hunan Province used to be the breakthrough point where Academician Yuan Longping’s hybrid rice yields reached 900 kg per mu. In April 2014, “smash-ridging” cultivation was implemented, and the yield of hybrid rice increased by 25% in that year. It has been the 8th year since “smash ridging” technology was implemented, but the yield of hybrid rice is expected to increase by 10% or so. The yield of second crop of rice after rice smash ridging was implemented in Yongan Village, Shifu Town, Nanning City, Guangxi Autonomous Region increased by 9.5%.

Secondly, smash ridging water conservation and continuous high yield lasted for many years. In 2021, the third year after “smash-ridging” technology was implemented in Yanshan, Cangzhou City, Hebei Province, the yield of wheat with water conservation increased by 18% with irrigation reduction by nearly 2,000 cubic metres per hectare. In 2021, the sixth year after “smash-ridging” technology was implemented in Fanjiazhai Village, Guyang Town, Lankao County, Henan Province, the yield of wheat increased by 10.3%.
Thirdly, “smash-ridging” agriculture and saline alkali soil transformation in highland region. As previous statement, the yield of highland barley of saline alkali soil in Tibet, the roof of the world, increased by 38.67%, that of highland barley of sand soil cultivated land with “smash-ridging” technology increased by 25.43%, that of highland barley straw increased by more than 20%, which can effectively solve the problem of lack of grain and feed in Tibet.
Fourthly, the history of high yield of sugarcane in a large area with “smash-ridging” technology was made. “Smash-ridging” technology “145” demonstration base for planting sugarcane was built in Guangxi Academy of Agricultural Sciences. On March 6, 2021, upon experts’ acceptance, it increased by 38.3% than conventional cultivation. “Smash-ridging” technology “145” demonstration in Binyang of Guangxi, is expected to make history of green ecological high yield of sugarcane in a large area with entire mechanization to bring a sample for China’s and the world’s sugarcane planting technology.
3. Increasing grain yield and decreasing disaster by conforming to the nature, and all the mankind getting a better future
The best living quality and survival and development environment with abundant and tasteful food, fresh air and visible blue sky and cloud are mankind’s good wishes.
The earth is endowed with 5 kinds of inexhaustible natural resources, soil and its stereoscopic spatial natural rainfall, oxygen, temperature and humidity and solar energy. Soil is the “producer” of grain and other agricultural products the human being survives on and the “regulator” of natural environment to relieve drought, waterlogging and other natural disasters. In order to realize the above dreams, human being has to profoundly comprehend and properly utilize the “5 kinds of natural resources”, which is the fundamental obedience to the rules of resource utilization for mankind’s survival. For a country, the more proper utilization rate of “the 5 kinds of natural resources” of the stereoscopic space, the more secure grain and ecology in the country, the more fortunate of national life, which is also in this way for all the world and all the mankind.

The core of “smash-ridging” technology is to multiply sound utilization of the above “5 kinds of natural resources”. Its pioneering scientific contribution is based on the principle of “ultra deep cultivation and deep loosening (by utilizing the soil resources of plough sole which human being has not utilized yet), loosening soil at original site, granular soil, once off completion of soil preparation., and no tillage or light tillage for conservation tillage for years”. Meanwhile, “smash-ridging” technology is almost applied to various land resources including cultivated land and saline alkali soil so that agricultural available resources have expanded substantially. Furthermore, yield increase can be maintained with properly reducing fertilization. Additionally, it is easy to popularize and apply, and it is merely to replace tractor “plough” cultivation with smash ridging “drill”. Rice field is 25 cm deep, and dry land is 35 cm deep, and saline alkali soil is 40 cm deep. Expected effect is achievable with no excessive input or technical instruction required.
Wei Benhui said that invention of spiral and hollow “drill” tillage implements would certainly bring a major change of tillage implements and modernization of series products of smash ridging agricultural machinery equipment. The world will usher in great new times of “smash-ridging agriculture”.

According to expert’s estimates, if 1 billion mu of farmland and 300 million saline alkali land are cultivated in China, 130 billion kg of grain can be increased every year and 300 to 400 million more people can be fed. If land “smash-ridging” technology is implemented in 50% of farmland in the world, yield of grain can be increased and more people can be fed.
With “smash-ridging” technology, 40 to 50 cubic metres of natural rainfall reserve can be increased for cultivated land per mu, and drought, waterlogging and other disasters can be reduced. Recently, heavy waterlogging occurred in Henan Province. Because light tillage is carried out in most of cultivate land (most of loosened soil of plough layer is 12 to 15 cm), the soil of button layer is compacted and moves upward due to rolling by tractor wheels for years. Adding the road extension and ground hardening in the villages, there is no more place for water reservation. If “smash ridging” technology is implemented in half of cultivated land, such affect of rainstorm can be reduced greatly. Also, with improving smash ridging soil environment and significant increasing crop biomass, the goals including carbon reduction, peak carbon dioxide emissions and carbon neutralization can be achieved early, and global warming can be relived greatly.
“Smash-ridging agriculture” and its entire production technology system invented and created by Wei Benhui have surpassed the existent agricultural production mode and have been affirmed and supported by Yuan Longping and other more than 10 Chinese academicians. The technology system has been practiced to almost all crop varieties from low latitude to high latitude and from low altitude to high altitude. It can be popularized globally and is expected to be a new mainstream technology in the world to lead the trend of agricultural cultivation development. The future will be better for all mankind. (Written by Heng Yi)
[Character Introduction]
Wei Benhui, the inventor of “smash-ridging” technology, Chinese cultivation expert, secondary researcher of Guangxi Academy of Agricultural Sciences, has acquired 21 achievements in sugarcane, Chinese yam, potato, cassava and “smash-ridging” technology, 18 national, provincial and ministerial awards, 15 invention patents. He has bred 26 new varieties of Chinese yam. Additionally, he has published 10 works such as China’s Ecology for Grain Increase with Smash Ridging Alive Soil and Chinese Yam Cultivation as well as more than 170 papers. He has won the titles of National Outstanding Scientific and Technological Worker of China, Special Allowance Expert of the State Council, Guangxi Excellent Expert, Guangxi Outstanding Contribution Expert, Guangxi Most Beautiful Scientific and Technological worker, etc.
About Author
Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
Press Release
AstroKapoor Clarifies What Vedic Astrology Actually Says About Manglik Dosha and Mars in the Seventh House
Is Manglik Dosha real or just fear? Understand Mars in the 7th house, the cancellation rules and what it means for marriage. Talk to an expert today.
Noida, Uttar Pradesh, India, 7th Sep 2026 – Few phrases in Indian astrology create as much anxiety as “you are Manglik.” One line in a matching report has been enough to stall engagements, split families and send otherwise confident people searching for expensive fixes at midnight. Yet ask three astrologers whether the same chart is actually Manglik and you can easily get three different answers, which is exactly why a proper online astrology consultation is worth more than a scoring report generated in seconds.
So it is worth separating what the classical texts actually say from what has hardened into folklore. Manglik Dosha is a real rule with a genuine textual basis. It is also one of the most misapplied ideas in the whole tradition.
What Manglik Dosha Actually Means?
Mangal is the Sanskrit name for Mars. Dosha means flaw, affliction or imbalance. Put together, Manglik Dosha simply describes a chart in which Mars occupies one of a specific set of houses. It is known regionally as Mangal Dosh in the north, Kuja Dosha in Telugu and Kannada regions, and Chovva Dosham in Kerala.
Two things follow from that definition, and both matter. First, it is a placement, not a curse, a punishment or a spiritual defect. Nothing has been done to the person. Second, it is defined mechanically — by which house Mars sits in — which means it can be checked, argued about and, importantly, cancelled. This is precisely the kind of question a Vedic astrology consultation is meant to settle, because the answer depends on the actual chart rather than on the label.
Mars in Vedic astrology is the karaka of energy, courage, assertion, physical drive, discipline and, in its rougher expression, conflict. When that significator lands in the houses that govern marriage, home and partnership, the classical view is that its heat falls on the marital sphere. The dosha is essentially a caution about temperament and friction, not a prediction of doom.
The Houses That Create the Dosha
Mars is counted as causing the dosha when it occupies these houses:
- 1st house (Lagna): temperament, self-assertion and how forcefully a person meets the world.
- 2nd house: family, speech and accumulated resources. Counted mainly in South Indian tradition, and often omitted in the north.
- 4th house: home, domestic peace, the mother and general inner comfort.
- 7th house: the spouse, partnership and all formal unions. The classic Manglik placement.
- 8th house: longevity, in-laws, shared resources and intimacy.
- 12th house: privacy, the bed, expenditure and matters of loss or seclusion.
Why the 7th House Version Draws the Most Attention
The 7th house is the house of marriage itself, so Mars sitting there is the most direct version of the rule. There is also a structural point that most matching reports skip entirely: Mars casts special aspects on the 4th, 7th and 8th houses from wherever it sits. From the 7th house, that means it looks back at the 10th house of career and public standing, the 1st house of the self, and the 2nd house of family and speech.
In other words, Mars in the 7th does not only touch the marriage. It also touches how a person speaks, how they present themselves and how the union sits alongside their working life. That is a far more useful reading than “this marriage is in danger.”
What Mars in the 7th House Actually Signifies
Read without the fear attached to it, Mars in the 7th describes a particular kind of partnership energy. The classical descriptions include decisiveness in choosing a partner, physical vitality, a protective streak and a willingness to fight for the relationship rather than drift out of it. Any experienced vedic astrology consultant will tell you these are not small assets in a marriage.
The friction side is equally real: bluntness, impatience, a tendency to dominate a disagreement and a temper that arrives faster than the apology. The dosha is essentially a note that two strong wills will need to learn how to argue well.
What decides which side shows up is dignity, and this is where most quick online calculators fail completely. Mars in its own signs of Aries and Scorpio, or exalted in Capricorn, behaves nothing like Mars debilitated in Cancer. A Mars aspected by Jupiter behaves nothing like a Mars sitting with Rahu or Saturn. The label is identical in both cases. The chart is not.
Manglik Dosha Bhanga: The Cancellations Most Reports Never Mention
This is the part that rarely reaches the person being told they are Manglik. The same classical tradition that describes the dosha also describes a long list of conditions that cancel or substantially reduce it. These are called Manglik Dosha Bhanga or Kuja Dosha Bhanga. Depending on the school being followed, the commonly cited ones include:
- Mars placed in its own sign (Aries or Scorpio) or in its exaltation sign (Capricorn).
- Mars conjunct or aspected by Jupiter, or by a strong and well-placed Moon.
- Both partners carrying the dosha, in which case many traditions hold that it neutralises between them.
- Sign-specific exemptions, such as Mars in the 2nd house in Gemini or Virgo, in the 12th in Taurus or Libra, or in the 4th in Aries or Scorpio.
- Mars in a kendra with a benefic influence, or Saturn’s aspect on Mars, which several schools treat as restraining rather than aggravating.
- A number of traditions also treat the effect as reducing considerably with age and maturity, particularly after the late twenties.
Once these are applied properly, a substantial share of charts labelled Manglik by a free calculator turn out not to carry the dosha in any meaningful form. The calculator checks one thing. The tradition checks a dozen.
Why One Astrologer Says Manglik and Another Says No
The disagreements are not random. They come from four specific places:
- The reference point. The dosha can be reckoned from the Lagna, from the Moon, or from Venus. Three reference points, three possible answers from a single chart.
- Regional rule sets. The 2nd house is counted in South Indian practice and frequently ignored in the north. A chart can be Manglik in Chennai and clear in Delhi.
- Ayanamsa and birth-time accuracy. A borderline Mars near a house cusp can shift houses entirely on a few minutes of birth-time correction or a different ayanamsa setting.
- Whether cancellations are applied at all. Many automated tools simply do not check for bhanga conditions.
This is exactly why a verdict from a free tool is worth very little, and why the first question to put to any astrology consultant is not “am I Manglik” but “from which reference point, under which regional rule set, and have you checked the cancellations.” An astrologer who cannot answer that has not actually looked at the chart.
So, Is Manglik Dosha Real?
It is a real classical rule. It appears in the standard texts, it has a coherent internal logic, and it has been used by practising astrologers for centuries. It is not a modern invention or a marketing device.
What it is not is a verdict. A birth chart contains hundreds of interacting factors — house lords, dashas, divisional charts, transits, the strength and dignity of every planet. Manglik Dosha is one variable inside that system. Treating it as a single pass-or-fail gate is a misreading of the tradition, not a faithful application of it.
The honest position, and the one held by most careful practitioners, is this: the placement is worth knowing about, it says something real about temperament and friction, and it should inform a conversation rather than end one. In serious kundali matching, it sits alongside the Ashtakoota gunas, the condition of the 7th house and its lord, and the timing indicated by the running dasha — never above them.
It is also worth saying plainly: no ethical astrologer should be using this rule to manufacture fear, to pressure a family into rejecting a person, or to sell an urgent and expensive fix. If a consultation opens with alarm and closes with a price, that is a sales technique, not Jyotish.
What to Do If You Have Been Told You Are Manglik
A calm, practical sequence works better than panic:
- Verify the placement first. Confirm your birth time as precisely as you can, then have the chart cast properly rather than relying on an app.
- Ask which reference point was used and whether the same result holds from the Lagna, the Moon and Venus.
- Ask specifically about bhanga. Any competent reading should state which cancellation conditions were checked and which, if any, apply.
- Look at Mars itself. Its sign, dignity, aspects and the dasha period running are what actually determine how the placement expresses.
- Treat remedies as supportive, not transactional. Traditional practices for Mars exist and are followed sincerely by many people, but no honest practitioner will promise a guaranteed outcome from any of them.
And if the concern is really about a marriage that has not happened yet rather than the label itself, that is a different question with different answers — the classical approach to delayed marriage remedies looks at the 7th house lord, Venus and Jupiter, and the running dasha sequence, none of which have much to do with Mangal Dosh at all.
Above all, a chart is a description, not a sentence. The people who navigate a Mars-heavy 7th house well are usually the ones who understood what it was asking of them early. As Astrologer Prashant Kapoor puts it, the purpose of a reading is to hand someone information they can act on, not a label they have to carry.
Frequently Asked Questions
Can a Manglik person marry a non-Manglik person?
Yes. Classical practice treats a Manglik and non-Manglik match as one that needs closer examination, not one that is forbidden. If cancellation conditions apply to the chart, or if the rest of the compatibility is strong, most practitioners will proceed. The idea that such a marriage is automatically ruled out is folklore rather than doctrine.
Does Manglik Dosha go away with age?
Several traditions hold that its intensity reduces considerably with maturity, commonly cited from the late twenties onward. The placement itself does not change; what changes is the person’s capacity to handle the temperament it describes. Not every school accepts this rule, so answers will vary.
Is Mars in the 7th house always bad for marriage?
No. A well-placed Mars in the 7th — in its own sign, exalted, or aspected by Jupiter — is frequently read as giving a courageous, protective and physically vital partnership. The difficult readings apply to a weak, debilitated or badly afflicted Mars, which is a very different placement wearing the same label.
Why do different websites give me different Manglik results?
Because they use different rules. Some calculate only from the Lagna while others include the Moon or Venus, some count the 2nd house and some do not, and most free tools skip cancellation conditions entirely. Small differences in birth time or ayanamsa can also move Mars across a house boundary.
What is Manglik Dosha Bhanga?
Bhanga means breaking or cancellation. It refers to the set of classical conditions under which the dosha is considered nullified or substantially reduced — Mars in its own or exaltation sign, Jupiter’s influence on Mars, both partners carrying the dosha, certain sign-and-house combinations, and others depending on the tradition followed.
Is Manglik Dosha mentioned in the classical texts?
The rule appears in traditional Jyotish literature and regional commentaries, which is why it is treated seriously by practitioners rather than dismissed. What varies between texts and regions is the exact house list, the reference point used and the cancellation conditions recognised.
Should Manglik status alone decide whether a marriage happens?
No responsible reading supports that. It is one variable among many in a chart that contains hundreds. Using a single line to reject a person ignores compatibility, temperament, values and the actual condition of the marriage houses, all of which carry far more weight.
Do remedies for Manglik Dosha guarantee a result?
No. Traditional practices associated with Mars exist and are followed sincerely by many people, but they are supportive measures within a belief system, not guaranteed outcomes. Anyone promising a certain result in exchange for payment should be treated with caution.
Media Contact
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Press Release
Cipheras Group – Apex AI Fund Deploys 290-Billion-Parameter Proprietary Large Language Model
New York, NY, September 7th, 2026, FinanceWire
Private AI equity fund becomes one of the first investment vehicles in the world to integrate a purpose-built LLM into the daily management of a live equity portfolio
Cipheras Group, the investment manager of Apex AI Fund, today announced the full deployment of its proprietary large language model, Apex LLM v2.4, as a core analytical component of the fund’s live investment process. The model has reached 290 billion parameters trained on financial and technology-sector data, and is now processing in excess of 2.4 million data points daily with an average signal latency of 94 milliseconds.
The deployment positions Apex AI Fund among the first private investment funds globally to integrate a purpose-built, proprietary large language model into the active daily management of a live equity portfolio.
A Model Built for Investment Intelligence
Apex LLM v2.4 was developed exclusively for financial investment analysis and trained on a proprietary corpus comprising SEC filings, earnings call transcripts, patent application databases, academic AI research literature, GitHub repository activity, corporate job posting data, and structured financial market data. Unlike general-purpose commercial language models, it is purpose-optimised for investment signal generation within the artificial intelligence sector.
The system processes six primary data source categories simultaneously and delivers structured signals to the fund’s investment team in near real time. Critically, Apex LLM v2.4 does not make autonomous investment decisions. All signals are reviewed by the human investment team before any portfolio action is taken.
“We did not build this model to replace judgment — we built it to protect it,” said Sahasra Deekonda, Chief Risk Officer of Apex AI Fund. “The most dangerous moment in investment management is when you miss something important because there was simply too much to read. Apex LLM v2.4 means we never miss the signal that matters. The decision, however, will always rest with the humans in the room.”
Documented Signal Performance
Since deployment, the system has generated multiple actionable signals acted upon by the investment team. Among the most significant: the LLM identified a surge in TSMC capacity booking disclosures six weeks before NVIDIA’s Q2 2025 earnings call confirmed the supply ramp, enabling the fund to increase its position ahead of the announcement. The system also flagged governance anomalies in a fund holding within 24 hours of the relevant filing, triggering a position review that materially limited the fund’s downside exposure. Additionally, profitability trajectory analysis identified the probability of a major portfolio holding’s S&P 500 inclusion eleven weeks before the official announcement.
“Building a large language model trained on financial data is not a marketing exercise for us — it is a competitive necessity,” said Dr. Thrisha Ganesh, Co-Founder and Head of Research at Apex AI Fund. “The volume of material that becomes public every single day through filings, transcripts, and research is simply beyond what any human team can absorb at the required speed.”
About Apex AI Fund
Apex AI Fund is a private equity fund investing exclusively in publicly traded companies at the forefront of the artificial intelligence revolution, managed by Apex Capital Intelligence LLC. The fund launched in September 2022 with initial positions in NVIDIA, Micron Technology, Palantir Technologies, and a concentrated group of AI infrastructure companies. Since inception, the fund has delivered a cumulative net return of +348%, averaging more than 75% per fiscal year. The fund manages approximately $134 million in assets and accepts investors with a minimum initial investment of $5,000. No management fee, sales fee, or redemption fee is charged. A tiered performance fee applies exclusively to net profits.
Contact
PR
Katherine Doherty
Cipheras Group
info@cipheras.com
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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
Press Release
WindGroove Introduces AirFi One, a Ceiling-Based Home Entertainment System Combining Hi-Fi Sound, Light, and Airflow
The new premium smart technology brand reimagines the ceiling as an active layer for immersive audio, adaptive lighting, and everyday comfort.
Los Angeles, CA, United States, 7th Sep 2026 – WindGroove, a new premium smart technology brand focused on sensory living experiences, introduces AirFi One, a ceiling-based home entertainment system that integrates Hi-Fi audio, smart lighting, and airflow into one unified device. WindGroove seeks to reawaken the way people experience and perceive their living spaces by reimagining familiar parts of the home in unexpected ways. AirFi One is the first expression of this vision, transforming the often-overlooked ceiling into an active part of the home environment and creating a more immersive, comfortable, and emotionally responsive living experience.

For many households, a truly spatial ceiling audio experience has traditionally required complex renovation planning, reserved wiring, fixed installation points, and higher upfront investment. Such experiences have often been limited to mid-to-high-end residences, media rooms, or professional home theater environments. At the same time, traditional ceiling fans have seen little fundamental change over the past several decades, remaining primarily air-circulation fixtures. WindGroove raises a new question of whether the ceiling can move beyond being a place to hang a fan or light, and become a more accessible entry point for home entertainment, comfort, and atmosphere.

AirFi One was created from this idea. By integrating audio, a main light, RGB ambient lighting, and a fan into one ceiling-mounted system, it allows users to experience immersive sound, adaptive lighting, and comfortable airflow without complex renovation or multiple separate devices. More than a functional upgrade to existing categories, AirFi One introduces what WindGroove calls a Ceiling Vibe System — a new approach that brings sound, light, airflow, and atmosphere control into a single overhead experience. For WindGroove, this is the first step toward a broader vision: “Ceiling as an Experience Layer.”
In everyday family life, AirFi One changes not only where sound comes from, but how it exists within a room. During gatherings, music can naturally diffuse from above and become part of the living room atmosphere, rather than coming from one corner in a single direction. During movie nights or gaming sessions, sound can fill the space more evenly, helping users feel closer to the content. The acoustic system with Jamo acoustic tuning helps balance vocals, low frequencies, and high-frequency details, while DSP processing optimizes the soundstage created by the ceiling position. With a 45Hz–20kHz frequency response and THD not exceeding 1% distortion, AirFi One is designed to deliver clear dialogue and an immersive listening experience across gatherings, movies, and gaming.

Beyond audio, AirFi One supports daily comfort through powerful airflow and integrated lighting. Its fan system provides up to approximately 4621 CFM airflow, with 6-speed control and forward/reverse operation, allowing users to adjust air circulation based on seasons, room conditions, and daily routines. Its 15W LED main light delivers approximately 1200lm of brightness for everyday illumination, with warm, natural, and cool light options, plus 10%–100% stepless dimming for work, dining, relaxation, or movie nights. The RGB ambient lighting supports six switchable modes and music sync, allowing the room to shift into different atmosphere states as scenes and music change.
AirFi One also carries a distinctive technological aesthetic. Its transparent fan blades reduce the visual heaviness often associated with traditional ceiling fans, making the product appear lighter and more modern overhead. The gray audio body reinforces a sense of technology and futurism, distinguishing AirFi One from conventional home appliances while allowing it to integrate naturally into the home environment. For users, choosing AirFi One is also a statement of lifestyle: a willingness to embrace new forms of home experience and define living spaces through products that reflect design awareness, forward-looking taste, and modern home attitudes.

In terms of control, AirFi One emphasizes simplicity and intuition. It supports App Control, Remote Control, and Voice Control, allowing users to choose the most convenient method for their habits and existing smart home environment. Users can adjust scenes through the mobile app, quickly switch functions with a wireless remote, or use voice control through Alexa and Google. One-Time Setup also remembers commonly used lighting, fan speed, and audio settings, helping the room maintain a consistent atmosphere without repeated adjustments.
AirFi One reflects WindGroove’s larger brand philosophy: “Beyond Devices. Into Sensory Experience.” For the brand, technology is not only about specifications or connected features, but about how a product changes the feeling of a space. WindGroove aims to develop products that merge utility with atmosphere, bringing together design, comfort, entertainment, and emotional resonance.
WindGroove also brought AirFi One to CEDIA Expo this September, showcasing the product at Booth #3043 to professionals and partners across the smart home, home entertainment, and residential technology industries. The exhibition provided an opportunity for WindGroove to introduce its ceiling-based experience concept to a broader industry audience and highlight AirFi One’s potential across connected home, residential audio, and modern living environments.

More information about WindGroove and AirFi One is available at: [https://www.windgroove.com/]
Media inquiries: brand@windgroove.com
About WindGroove
WindGroove is a smart home technology brand dedicated to creating integrated sensory living experiences. Guided by the idea of “Beyond Devices. Into Sensory Experience,” WindGroove develops products that bring together Hi-Fi sound, light, airflow, design, and intelligent control to make modern home environments more immersive, comfortable, and emotionally connected. Its first product, AirFi One, reimagines the ceiling as a new platform for home entertainment and atmosphere.
Media Contact
Organization: WindGroove INC
Contact Person: Selina Yang
Website: https://www.windgroove.com/
Email:
brand@windgroove.com
City: Los Angeles
State: CA
Country:United States
Release id:48816
The post WindGroove Introduces AirFi One, a Ceiling-Based Home Entertainment System Combining Hi-Fi Sound, Light, and Airflow appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section
About Author
Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
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