New AI-driven grading module replaces subjective manual inspection with consistent, CTIA-aligned scoring for trade-in, buyback, and refurbishment operations
United States, 8th Sep 2026 — CellDe Innovation Labs Pvt. Ltd., a technology company specializing in mobile device lifecycle management, today announced the launch of Vision Grade, an AI-powered cosmetic grading module. Vision Grade is designed to replace subjective, manual device inspection with a standardized, auditable scoring approach aligned with CTIA grading criteria, giving retailers, telecom operators, refurbishers, and IT asset disposition (ITAD) providers a more consistent way to assess device condition at scale.
Cosmetic grading has long been one of the most inconsistent steps in the trade-in and buyback process. Manual inspection depends on the individual associate performing it, which means the same device can receive a different grade depending on who is behind the counter, how busy the store is, or how carefully each surface is checked. That inconsistency slows down transactions, creates disputes between staff and customers over valuation, and introduces uncertainty for downstream buyers and refurbishers relying on the grade to price a device.
Vision Grade addresses this by applying AI-powered image analysis to the cosmetic assessment step. The system captures multiple angles of a device, evaluates visible screen and body condition, and produces a standardized grade aligned with CTIA grading criteria, along with a confidence score and a signed digital report for every unit assessed. Because the assessment runs through the same model every time, businesses get a repeatable, objective result instead of a judgment call that can vary from one inspection to the next.
“Cosmetic grading has always been one of the most subjective parts of the trade-in process,” said Ankur Thakur, Managing Director of CellDe Innovation Labs Pvt. Ltd.
“With Vision Grade, we’re giving businesses a consistent, auditable way to assess device condition, so grading decisions no longer depend on who happens to be behind the counter that day.”
Vision Grade is built to work within CellDe’s broader SmartSuite ecosystem, complementing Smart Trade-In’s existing buyback workflow and Smart Diagnostics’ functional testing. Once a device’s cosmetic condition and functionality are assessed, CellDe’s ADISA-certified Smart Wipe can complete certified data erasure within the same connected process, so grading, diagnostics, and data security are handled as part of one workflow rather than as separate, disconnected steps. CellDe’s information security management system is certified to ISO/IEC 27001:2022.
For retailers and telecom operators, Vision Grade’s standardized scoring reduces disputes at the point of sale and gives customers a transparent, explainable basis for their trade-in offer. For refurbishers and ITAD operators processing higher device volumes, an AI-driven grade backed by a signed report reduces the back-and-forth that comes with re-grading or disputing a device’s condition further down the supply chain, helping teams move more devices through intake with confidence in the result.
Vision Grade is available now as part of CellDe’s SmartSuite platform. For more information or to schedule a demo, visit CellDe Smart Trade-In.
About CellDe
CellDe is a technology-driven company specializing in innovative mobile device solutions for retailers, refurbishers, distributors, and enterprise clients. The company focuses on developing intelligent software platforms that streamline device diagnostics, secure data transfer, and lifecycle management. By combining automation, security, and operational efficiency, CellDe empowers businesses to optimize mobile device processing while maintaining high standards of data protection and customer service.
With a commitment to continuous innovation and industry best practices, CellDe aims to become a trusted partner for mobile device operations across the United States and beyond.
BalticIncorp launches a Lithuanian company formation service for international entrepreneurs looking to establish a legal entity within the European Union.
Lithuania, 8th Sep 2026 – BalticIncorp has launched a company formation and corporate administration service based in Lithuania, providing international entrepreneurs with a locally managed route to establishing a legal entity within the European Union.
The firm handles company registration for both MB (Small Partnership) and UAB (Private Limited Company) structures, the two most commonly used entity types in Lithuania. The entire registration process can be completed remotely and typically takes five to ten business days.
Beyond registration, BalticIncorp coordinates bank account opening with Lithuanian and international banking partners including fintech providers such as Wise, Revolut, Paysera, and Airwallex. The firm also handles VAT registration, ongoing accounting, legal address provision in Vilnius, and compliance filings. A Vilnius registered address is included in the formation package.
Lithuania’s corporate tax framework offers small businesses with fewer than ten employees and under EUR 300,000 in annual revenue a 0% corporate tax rate in the first year and 7% thereafter. The standard rate is 15%. VAT registration is not required until annual revenue reaches EUR 45,000. The country operates within the EU legal framework, uses a modern digital public administration infrastructure, and permits full foreign ownership of Lithuanian companies.
BalticIncorp states it operates without resellers or intermediaries and serves clients from over 40 countries. It is registered as MB Start Business LT, based in Palanga, Lithuania.
About BalticIncorp
BalticIncorp is a Lithuanian company formation and corporate administration firm based in Palanga, Lithuania. The firm provides company registration, legal address services, bank account opening, VAT registration, accounting, and compliance support for international entrepreneurs establishing companies in Lithuania.
BalticIncorp Senojo turgaus g. 13 Palanga 00133 Lithuania +370 625 24516
Three-day festival offers language-independent comedy for international visitors, theater performances and international circus auditions in central Osaka
Osaka, Japan, 8th Sep 2026 – Osaka Prefecture, Osaka City, and the Osaka Cultural Arts Project Executive Committee will hold OSAKA COMEDY FESTIVAL 2026 for three days from Saturday, October 10, through Monday, October 12, 2026, at Namba Square and SPACE14 on the 14th floor of Shinsaibashi PARCO in central Osaka. Free street performances will be held at Namba Square throughout the three-day festival, while theater performances centered on nonverbal comedy will offer entertainment that can be enjoyed by visitors from Japan and overseas alike. The event is managed by Yoshimoto Kogyo Co., Ltd.
Osaka has developed a distinctive performing arts culture that includes manzai comedy and rakugo storytelling, and laughter has become one of the defining cultural characteristics of the city. The festival presents Osaka’s unique comedy culture through nonverbal performances centered on physical expression, enabling visitors from Japan and around the world to enjoy the shows across language barriers.
About OSAKA COMEDY FESTIVAL 2026
“From Osaka to the World” — Building on the momentum of Expo 2025 Osaka, Kansai, Japan
Building on the heightened domestic and international interest generated by Expo 2025 Osaka, Kansai, Japan, the Osaka Cultural Arts Project Executive Committee is implementing the Osaka International Cultural Arts Project to promote the appeal of Osaka’s culture and arts in Japan and overseas.
The project aims to strengthen Osaka’s appeal as a destination and encourage sustained visitation through cultural and tourism exchange.
As part of this initiative, OSAKA COMEDY FESTIVAL 2026 promotes the concept of creating “a bridge from Osaka to the world.” Producers from around the world will be invited to the festival, creating opportunities for Osaka-based performers to take their work onto the international stage.
Performers with international experience, including a “Britain’s Got Talent” finalist
Tonikaku Akarui Yasumura (TONY) reached the finals of the popular British talent competition Britain’s Got Talent in 2023. WES-P has also appeared in the “Got Talent” series in more than 10 countries and regions and has built a career performing outside Japan.
THE TOKYO IDIOTS, featuring TONY, WES-P, and Koikuchi Ichikawa (GASSY), also have international performance experience, including an appearance at Edinburgh Festival Fringe, one of the world’s leading comedy and fringe festivals, in 2026.
The festival will also feature performers with international experience in language-independent entertainment, including the nonverbal duo GABEZ, who participated in the sports pictogram performance at the Opening Ceremony of the Tokyo 2020 Olympic Games.
Event Information
(1) Free performances at Namba Square throughout the three-day festival
Namba Square is a pedestrian plaza located in the heart of Minami, one of Osaka’s best-known entertainment and shopping districts. Located in front of Nankai Namba Station, it is directly accessible from Kansai International Airport via the Nankai Line, while Dotonbori and Shinsaibashi are also within walking distance.
A wide range of performers from across Japan, particularly street performers from Osaka and the Kansai region, will gather at Namba Square to present performances that can be enjoyed by people of all ages and nationalities.
“STREET PERFORMANCE”
Dates: October 10 (Sat.)–12 (Mon., national holiday), 2026, 10:00–17:00 Performers: GABEZ; THE TOKYO IDIOTS (Tonikaku Akarui Yasumura (TONY), Koikuchi Ichikawa (GASSY), WES-P); Akira Ishida of NON STYLE; and others Venue: Namba Square Admission: Free
Akira Ishida of NON STYLE
Wes-P
Tonikaku Akarui Yasumura (TONY)
Two theater programs at SPACE14 featuring nonverbal comedy and a traditional yose-style variety format
CHALLENGE is a nonverbal comedy production written, directed, and produced by Akira Ishida of NON STYLE.
Ishida has performed internationally, including at Edinburgh Festival Fringe, one of the world’s largest comedy and fringe festivals. Drawing on that experience, CHALLENGE incorporates elements of traditional Japanese culture, including Japanese stage combat, known as tate, into a language-independent comedy production designed to be enjoyed by children, adults, and visitors from overseas.
“CHALLENGE”
Date: October 10 (Sat.), 2026 ① Doors open 15:30 / Show 16:00 / End 17:00 ② Doors open 18:30 / Show 19:00 / End 20:00
Director: Akira Ishida of NON STYLE Performers: Akira Ishida of NON STYLE; Uematsu; Kawabata Choice; Ayuna Ogata; WES-P; So Kubota; Zoomadanke Admission: Advance ¥3,000 / Door ¥3,500 (tax included; reserved seating) Tickets: On sale from 10:00 on Saturday, August 22, 2026 Venue: SPACE14
The “SKIT COMEDY SHOW” features performers specializing in nonverbal entertainment as well as comedians incorporating English into their acts. Presented in a variety-show format inspired by yose, Japan’s traditional comedy theater, the show is designed to be enjoyed regardless of language or cultural background.
“SKIT COMEDY SHOW”
Date: October 11 (Sun.), 2026 Doors open 12:00 / Show 12:30 / End 13:30
Performers: WES-P; Yowaki Kinoshita; Yuji Kiyokawa; The Plan 9 (Kyokun, Kovansan); Zoomadanke; Chance Osaki; Batahari; BICORN!; Yuna Takatori MC: CRAZY COCO Writer: Saikawa Admission: Advance ¥2,500 / Door ¥3,000 (tax included; reserved seating) Tickets: On sale from 10:00 on Saturday, August 22, 2026 Venue: SPACE14
MC:CRAZY COCO
(2) “From Osaka to the World”: Cirque du Soleil auditions and Japan selection for an international competition
As a collaborative program of OSAKA COMEDY FESTIVAL 2026, Cirque du Soleil Casting will hold workshops and auditions in Osaka.
The program will provide performers with an opportunity to showcase their talents directly to an internationally experienced casting team. The judging panel will include Charlie Burrows of Cirque du Soleil Casting. The initiative is designed to create a pathway for performers to take their talents from Osaka onto the international stage.
“Clown Workshop & Audition”
Dates: October 7 (Wed.) and 8 (Thu.), 9:00–16:00 Capacity: Approximately 30 participants Participation: Free Organizer: Cirque du Soleil Casting
Advance application is required. Applications close at 23:59 on Friday, September 11, 2026.
Details and application procedures are available on the OSAKA COMEDY FESTIVAL 2026 official website.
“Circus Act Audition”
Date: October 9 (Fri.), 9:00–16:00 Capacity: Approximately 30 participants Participation: Free Organizer: Cirque du Soleil Casting
Advance application is required. Applications close at 23:59 on Friday, September 11, 2026.
Details and application procedures are available on the OSAKA COMEDY FESTIVAL 2026 official website.
In partnership with OnlineCircus, which combines support for performers seeking opportunities on the international stage with social contribution initiatives, the festival will also host a performance that will serve as the Japan selection event for WCAC (World Circus Arts Championship).
The Grand Prix winner will earn the right to compete in WCAC, with the event aiming to become a gateway through which leading Japanese performers can take their careers from Osaka to the international stage.
The judging panel will include circus buyers and industry professionals from around the world, including Charlie Burrows of Cirque du Soleil Casting, as well as representatives from VIVA Fest and Spiegelworld.
OnlineCircus presents “NEXT GATE OSAKA 2026”
Date: October 12 (Mon., national holiday), 2026 Doors open 12:00 / Show 13:00 / End 14:30
Venue: SPACE14 Performers: Performers who passed the NEXT GATE application screening, and others Guest: Batahari
Admission: Adults (high school students and older): Advance ¥4,000 / Door ¥4,500 Children (junior high school students and younger): Advance ¥2,000 / Door ¥2,500 Online streaming: ¥2,000, available through OnlineCircus
Awards: Cirque du Soleil Casting Award and others Organizer: OnlineCircus In cooperation with: Osaka Prefecture, Osaka City, Osaka Cultural Arts Project Executive Committee, and Cirque du Soleil Casting Tickets: On sale from 10:00 on Saturday, August 22, 2026
Ticket Information
Advance tickets are available through the following ticketing platforms:
Organizers: Osaka Prefecture, Osaka City, Osaka Cultural Arts Project Executive Committee
Official websites: OSAKA COMEDY FESTIVAL 2026 official website / Osaka International Cultural Arts Project event page
Official social media: X: @osaka_comedyfes Instagram: @osaka_comedy_festival
For Media and Business Partners
Inquiries regarding media coverage, editorial features, television programs and digital content, inclusion in travel products, visitor referrals, ticket sales, and content partnerships are welcome through the contact below.
Inquiries are also welcome from overseas media organizations, travel agencies, OTAs, tour operators, DMCs, tourism boards, and entertainment and content businesses.
Contact
For performance-related inquiries: FANY Ticket Inquiry Dial TEL: 0570-550-100 (10:00–19:00)
San Diego-based Vector Moving and Storage is offering local, long-distance, and commercial moving services to residents and businesses throughout San Diego County and the surrounding region.
San Diego, CA 92126, United States, 8th Sep 2026 — Vector Moving and Storage, a licensed and insured moving company, has announced that its services are now available to customers throughout San Diego County and surrounding communities, including La Jolla, Del Mar, Encinitas, Carlsbad, Escondido, Poway, Scripps Ranch, Chula Vista, and Downtown San Diego. The company, known locally as a dependable San Diego moving company, says the expansion reflects growing demand from families and businesses looking for a single provider they can rely on for every stage of a move, from the first quote to the final box unloaded at the new address. With more than 2,400 positive customer reviews and an A+ rating with the Better Business Bureau, Vector Moving and Storage says it built its reputation on showing up prepared and communicating clearly, two things customers consistently point to when a move goes smoothly.
Vector Moving offers a full range of services built around how people actually move, not a one-size-fits-all template. Local Movers handle apartment, condo, house, senior downsizing, and small-business relocations within the county, with room placement and eligible furniture disassembly and reassembly included along the way. The Long Distance division manages California and qualifying interstate moves, coordinating furniture protection, transportation, storage, and delivery so a cross-country move stays with one point of contact from start to finish. For customers who would rather not lift a box, Packing Services cover everything from full-home packing to fragile items, kitchens, wardrobes, and office unpacking, with partial packing available for anyone who only needs help in a few rooms.
Commercial Movers plan office, retail, and warehouse relocations around business hours, loading docks, and technology vendors, including evening and weekend options and phased moves so operations lose as little downtime as possible. Moving and Storage links short- or long-term storage directly to pickup and final delivery, useful when closing dates do not line up or a renovation runs long. Every job begins with a review of the property itself, stairs, elevators, parking, and walking distance, so the crew size, truck, and equipment are matched to the actual move rather than a generic estimate. Moving blankets, stretch wrap, floor runners, and wardrobe boxes are used according to what the job calls for, and customers are asked to flag high-value, fragile, or oversized items ahead of moving day so the crew can plan for them.
“We built Vector Moving and Storage around the idea that a move should feel organized from the first phone call to the final walkthrough,” said Andrew, Owner of Vector Moving. “Our crews take the time to understand what a customer actually needs, whether that’s a studio apartment across town or a full office relocating overnight. That attention is what keeps people calling us back for their next move.”
About Vector Moving and Storage
Vector Moving and Storage is a licensed, insured, and A+ BBB-accredited San Diego moving company offering local moving, long-distance moving, packing services, commercial and office moving, and moving and storage throughout San Diego County. For more information, please visit vectormoving.com or visit their social media profiles at
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.
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.
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.
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.
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.
Recently, the decentralized custody trading platform WEB3GUARANTEE officially opened its services to global users. Leveraging smart contract technology, the platform creates a non-custodial on-chain escrow trading system, providing secure and verifiable trading solutions for physical goods, virtual goods, and auction transactions in the Web3 space. It aims to address industry pain points such as centralized control of funds by traditional trading intermediaries, opaque transaction processes, and unfair dispute resolution.
According to its official website, WEB3GUARANTEE’s core highlight lies in its non-custodial contract mechanism. The platform itself does not touch or hold any user assets; all transaction funds are locked and held in custody by smart contracts, eliminating the risk of platform misappropriation of user funds. After a transaction is completed, settlement is automatically executed by the on-chain contract. All transaction records are recorded on the blockchain, immutable, and fully transparent and verifiable, entrusting transaction trust to code execution and eliminating dependence on centralized institutions.
The platform features a standardized four-step transaction process, covering the entire chain from order creation to settlement: both parties jointly confirm the transaction terms and create an order; the buyer’s funds are deposited into the contract escrow; the seller completes delivery, and the buyer confirms receipt or initiates a dispute; after confirmation, the contract automatically releases funds. The entire process is logically clear, allowing ordinary users to quickly get started.
To address the frequent disputes in transactions, WEB3GUARANTEE has established a neutral arbitration mechanism. In the event of a dispute, an arbitration panel of 13 arbitrators will conduct a collective vote to adjudicate the dispute, with comprehensive time rules in place: a 24-hour evidence submission period, a 48-hour arbitration voting period, and a 7-day arbitration application window for both buyers and sellers. It also includes penalties for incorrect voting and a cooling-off period for arbitrator applications to constrain the behavior of arbitrators, ensuring a professional and impartial adjudication process and preventing bias towards either party.
The platform has implemented differentiated automatic confirmation mechanisms for different product categories, catering to the real-world needs of various scenarios. Physical goods, auction items, and regular purchases are automatically confirmed after 15 days; virtual goods transactions are automatically confirmed after 1 day, adapting to the instant delivery characteristics of digital products. WEB3GUARANTEE defines complete contract parameters, including buyer confirmation timeout, merchant deposit unfreezing and cooling-off periods, product delisting cooling-off periods, and auction delivery time limits. All rules are written into the on-chain contract, and the rules and fees are transparent and publicly available, allowing anyone to directly read and verify the on-chain contract parameters.
Regarding risk control, WEB3GUARANTEE introduces a merchant deposit system to penalize merchants who violate regulations, thereby protecting the rights of counterparties. It also sets limits on the number of products that can be listed: sellers without deposits can list a maximum of 5 products, increasing this to 20 after depositing deposits, thus constraining seller behavior and reducing the risk of malicious orders. The auction module also includes complete risk control parameters, such as the maximum auction period, anti-sniping window, and payment time limit thresholds, to prevent malicious operations in auction transactions.
In terms of open-source governance, WEB3GUARANTEE has made its contract and front-end code fully open-source, with an open GitHub repository, accepting community audits, public supervision, and developer contributions. It also provides access to audit reports and Telegram community channels, following a community-driven approach to overcome the drawbacks of closed-source platforms operating in a black box, further enhancing the platform’s credibility.
The platform employs a strict fund segregation mechanism. Each transaction’s funds are held in escrow by independent smart contracts. Merchant margin deposits and user transaction funds are completely separated and managed independently. Any fund issues in a single transaction will not affect other transactions or margin accounts, eliminating the risk of collateral damage.
Industry analysis points out that centralized escrow trading models are always vulnerable to platform misconduct, platform collapse, and opaque arbitration. WEB3GUARANTEE solidifies all fund custody, settlement, and arbitration rules into on-chain smart contracts, using code to constrain all parties involved in the transaction, providing a new approach to Web3 P2P transactions. As the project continues to iterate, this platform may become an important infrastructure option in the P2P on-chain escrow trading sector, helping global users conduct safer and more reliable decentralized transactions.
New York, NY, United States, 7th Sep 2026 – IVANKA New York has announced the strategic expansion of its advanced skincare portfolio, focusing on sophisticated cosmetic formulations developed to address common modern skincare concerns. Operated by IVANKA NEW YORK LTD, the brand’s latest product line targets the appearance of uneven skin tone, loss of firmness, dryness, fine lines, and other visible signs of aging.
Through its expanded offerings, IVANKA skincare delivers a comprehensive regimen that prioritizes both deep hydration and visible rejuvenation, catering to consumers seeking premium, results-oriented beauty solutions.
Advanced Formulations for Modern Skin Concerns
At the center of the brand’s skincare direction is the IVANKA GHK-Cu Copper Peptide Face Cream. This advanced skin firming cream is formulated with copper peptides to help improve the appearance of skin elasticity while providing vital hydration and supporting the skin’s natural barrier. Designed for everyday use, the formula helps reduce the appearance of fine lines, leaving the complexion looking smoother, firmer, and more youthful.
To complement this core product and provide a complete cosmetic regimen, the brand has developed a focused lineup of specialized solutions. Whether consumers are seeking a targeted skin firming cream or a specialized skin brightening cream, the expanded portfolio is engineered to work synergistically.
The primary collection features:
IVANKA GHK-Cu Copper Peptide Face Cream:
A daily moisturizer focused on elasticity, barrier support, and deep hydration.
IVANKA Brightening Toner:
A foundational step formulated to support skin brightening by targeting the appearance of dark spots and uneven skin tone.
IVANKA PDRN Pink Peptide Serum:
A concentrated treatment that enhances the brand’s peptide skincare offerings, intended to support skin texture, radiance, and overall vitality.
Building a Modern New York Skincare Identity
Copper peptides, including GHK-Cu, have become increasingly recognized in modern cosmetic science for their supportive properties. By incorporating these ingredients, IVANKA New York highlights its commitment to the growing category of modern anti-aging skincare.
Headquartered in New York, with brand management and partnership activities based in the Washington, D.C. area, the company is developing its identity around carefully selected ingredients, premium presentation, and formulas that meet the expectations of today’s informed consumers.
Rather than focusing on a single cosmetic issue, the brand’s broader approach combines targeted skin firming, hydration, and smoothness, creating a holistic and premium skincare experience. As the company continues to grow, its mission remains centered on delivering high-quality innovations infused with a distinctive New York identity.
About IVANKA New York
IVANKA New York is an established trademark registered nearly a decade ago, now entering a new stage of growth with the launch and expansion of its beauty and skincare portfolio. Managed by IVANKA NEW YORK LTD, the brand focuses on modern skincare solutions for skin brightening, firmness, hydration, smoothness, and the visible signs of aging. The brand combines advanced cosmetic formulations with premium product development and a distinctive New York identity. Its mission is to build a modern, global skincare portfolio centered on quality, innovation, and evolving consumer needs.
Media Contact
Organization: IVANKA NEW YORK LTD
Contact Person: Marina – Marketing & Brand Director
