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MIT Writes on Piris Lab, A Tekedia Capital Portfolio Company

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A great feature by MIT on Piris Lab, a Tekedia Capital portfolio company developing photonics systems to power the next-generation infrastructure of AI.

Largely, Piris Labs is building a full-stack AI inference platform designed to eliminate one of the most critical constraints in modern computing: the data movement bottleneck. By combining proprietary photonic hardware with a vertically integrated software stack, the company addresses the “memory wall” that limits the efficiency of today’s GPU-based systems.

Their approach delivers comparable performance to traditional compute clusters, at a significantly lower cost, by improving effective FLOP utilization and reducing latency. In doing so, Piris Labs is helping make the unit economics of trillion-parameter AI models truly sustainable.

Tekedia Capital >> we fund innovations

An Apple-Intel Manufacturing Agreement Symbolizes Evolution between two Iconic Technology Giants

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The reported agreement between Apple and Intel for Intel to manufacture chips used in Apple devices marks a potentially historic shift in the semiconductor industry. For years, Apple and Intel represented two very different visions of computing.

Apple steadily moved toward vertical integration and custom silicon, while Intel struggled to maintain its dominance amid manufacturing delays and fierce competition from companies such as TSMC and AMD. If Intel is now becoming a manufacturing partner for Apple hardware, it could reshape the balance of power across the global chip market.

Apple’s transition away from Intel processors began in 2020 with the introduction of the M1 chip. The company abandoned Intel’s x86 architecture in favor of its own ARM-based Apple Silicon, which delivered significant improvements in power efficiency, battery life, and performance. The transition was widely considered one of the most successful platform shifts in modern computing history.

Since then, Apple’s M-series chips have become central to MacBooks, iPads, and other Apple devices, giving the company tighter control over hardware and software integration. However, while Apple designs its own chips, manufacturing has remained heavily dependent on Taiwan Semiconductor Manufacturing Company, or TSMC.

That dependency has become a growing geopolitical concern. Rising tensions involving Taiwan and increasing pressure on global supply chains have pushed major technology companies to diversify manufacturing operations. In this context, Intel’s foundry ambitions become highly significant. Intel has spent the last several years attempting to reinvent itself as a contract chip manufacturer through its Intel Foundry Services division.

Under CEO Pat Gelsinger, the company invested tens of billions of dollars into new fabrication facilities in the United States and Europe. Intel’s strategy has been centered around regaining technological leadership while positioning itself as a Western alternative to Asian chipmakers. Winning Apple as a manufacturing customer would represent the strongest validation yet of Intel’s turnaround efforts.

For Apple, the agreement could provide several strategic benefits. First, it would reduce overreliance on TSMC and diversify production capacity. Second, manufacturing chips in the United States aligns with broader political and economic priorities around domestic semiconductor production. The U.S. government has aggressively promoted local chip manufacturing through the CHIPS and Science Act, encouraging companies to build resilient supply chains inside the country.

Apple partnering with Intel could therefore receive strong political and financial support. The implications for Intel could be transformative. Intel has faced years of declining market confidence due to delays in process technology and intense competition from rivals. Securing Apple as a customer would signal that Intel’s manufacturing technology has become competitive once again.

It would also likely boost investor confidence in Intel’s foundry strategy, potentially attracting additional customers seeking alternatives to TSMC and Samsung. Beyond the two companies, the deal reflects a broader restructuring of the semiconductor landscape. The modern technology economy depends heavily on advanced chips for artificial intelligence, smartphones, cloud computing, and consumer electronics.

As governments and corporations recognize the risks of concentrated supply chains, partnerships like this may become increasingly common. An Apple-Intel manufacturing agreement would symbolize more than a business transaction. It would represent a dramatic evolution in the relationship between two iconic technology giants. Former rivals could now become strategic partners in shaping the future of computing, semiconductor independence, and global technological leadership.

Apple, Meta Warn Canada’s Encryption Bill Could Trigger Major Privacy Clash With Big Tech

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Apple and Meta have mounted a public pushback against a proposed Canadian surveillance bill, warning that the legislation could force technology companies to weaken encryption protections and potentially create government access points into private user data.

The dispute marks the latest escalation in a widening global battle between governments seeking broader lawful access to encrypted communications and technology firms arguing that any weakening of encryption inevitably creates security risks for users.

The surveillance bill, dubbed Bill C-22, was introduced by Canada’s ruling Liberal government following its parliamentary majority victory last month. Canadian authorities argue the proposal is necessary to help law enforcement agencies identify national security threats faster and respond more effectively to criminal investigations.

But the bill is already drawing comparisons to highly controversial efforts in Britain and elsewhere to compel technology companies to create mechanisms allowing government access to encrypted information. The stakes are particularly high because the legislation touches on end-to-end encryption, one of the core security systems underpinning modern digital communications.

Services such as WhatsApp and iMessage rely on end-to-end encryption to ensure that only users themselves can access messages, photos, or stored information. Even the companies operating the services cannot decrypt the data.

Cybersecurity experts have long warned that creating so-called “backdoors” for governments could expose systems to abuse by hackers, hostile states, and cybercriminals. Apple issued one of its strongest public statements yet on the issue, signaling that the company sees the Canadian proposal as a direct threat to its privacy architecture.

“At a time of rising and pervasive threats from malicious actors seeking access to user information, Bill C-22, as drafted, would undermine our ability to offer the powerful privacy and security features users expect from Apple,” the company said.

“This legislation could allow the Canadian government to force companies to break encryption by inserting backdoors into their products – something Apple will never do.”

Meta echoed those concerns in testimony prepared by its Canadian public policy executives, warning that the bill’s broad wording and limited oversight mechanisms could create sweeping government surveillance powers.

Rachel Curran and Robyn Greene said the legislation’s “sweeping powers, minimal oversight, and lack of clear safeguards” could ultimately make Canadians less secure.

“As drafted, the bill could require companies like Meta to build or maintain capabilities that break, weaken, or circumvent encryption or other zero-knowledge security architectures, and force providers to install government spyware directly on their systems,” they wrote.

The Canadian government is pushing back against those claims. Tim Warmington said the legislation would not require firms to introduce “systemic vulnerabilities” into encryption systems.

“They know their systems and have a vested interest in keeping them secure,” Warmington said.

Still, the wording of the bill has alarmed privacy advocates and technology firms because similar legal frameworks elsewhere have gradually expanded government access demands. The proposed Canadian law arrives amid growing pressure from Western governments seeking greater access to encrypted communications amid rising concerns about terrorism, organized crime, cyber threats, and child exploitation investigations.

Yet the debate has become increasingly contentious because governments are attempting to balance national security demands against mounting cybersecurity risks. Technology firms argue there is no technical way to create “exceptional access” for governments without also weakening protections for everyone else.

The Canadian proposal is already being compared to Britain’s Investigatory Powers framework, which triggered a major confrontation with Apple last year. That dispute centered on a British government order seeking access to encrypted cloud data. In response, Apple withdrew a cloud encryption feature in the UK market rather than comply with requirements it believed could undermine user privacy globally. The issue later escalated into a diplomatic concern after U.S. intelligence officials reportedly warned that Britain’s request risked violating an existing cloud-data treaty between Washington and London.

The broader geopolitical dimension is becoming increasingly significant as encryption evolves into a strategic technology issue touching cybersecurity, intelligence operations, digital sovereignty, and cross-border data governance.

For companies like Apple and Meta, the concern extends beyond Canada itself. If one democratic government successfully compels technology firms to weaken encryption systems, other countries, including more authoritarian regimes, could demand similar access, creating a precedent that reshapes global privacy standards.

The debate also arrives as cyberattacks continue rising sharply worldwide, increasing corporate resistance to any measures perceived as weakening digital defenses. Financial institutions, healthcare providers, and government agencies have all become major targets of ransomware groups and state-linked hackers in recent years, making encryption one of the few reliable safeguards protecting sensitive data.

Against this backdrop, the political challenge may become increasingly difficult for Canada. Public safety agencies continue arguing that encrypted services are creating “going dark” problems that prevent investigators from accessing critical evidence. But technology companies are framing the issue not simply as a privacy debate, but as a broader national security concern in which weakening encryption could expose citizens, businesses, and governments themselves to greater cyber risk.

Trump Media Posts $406m Quarterly Loss as Crypto Bet Overshadows Truth Social Revenue, Deepening Questions Over Long-Term Viability

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Trump Media & Technology Group, the parent company of Truth Social, reported a staggering first-quarter loss of more than $406 million on Friday, underscoring the deep financial troubles that have trailed the company almost since its launch.

The company generated less than $1 million in quarterly revenue while posting losses largely tied to the collapse in cryptocurrency valuations, according to regulatory filings.

The results add to a growing perception on Wall Street and among technology analysts that TMTG has struggled to evolve into a commercially sustainable media business and increasingly functions more as a political and ideological platform built around U.S. President Donald Trump than as a conventional technology company.

Trump, who owns roughly 41% of TMTG through a trust structure, continues to use Truth Social as his primary communications platform for policy announcements, political messaging, and attacks on opponents, giving the platform enormous political visibility but not necessarily corresponding commercial success.

Since its debut, TMTG has faced persistent questions about its business fundamentals.

The company entered public markets amid enormous hype fueled by Trump’s political following, retail-investor enthusiasm, and expectations that conservatives dissatisfied with mainstream social media platforms would migrate en masse to Truth Social. But years later, the platform still generates extremely limited revenue relative to its multibillion-dollar market capitalization.

The latest filing showed just $900,000 in revenue for the quarter, an amount many analysts say is exceptionally small for a publicly traded media company valued at roughly $2.5 billion.

The weak financial performance has become a recurring pattern. Since launch, TMTG’s stock has experienced violent swings tied more to Trump’s political fortunes, legal battles, and investor speculation than to traditional business metrics such as advertising growth, subscriptions, or user monetization. Market observers increasingly describe the company as a “meme stock with political branding,” sustained largely by loyal retail investors and Trump supporters rather than institutional confidence in the underlying business model.

The company’s expansion into cryptocurrency has added another layer of volatility. TMTG disclosed last year that it secured $2.5 billion in funding aimed at cryptocurrency investments and financial services initiatives, part of a broader shift toward digital assets that aligned closely with Trump’s increasingly pro-crypto political stance.

But the sharp fall in Bitcoin and broader crypto markets during the quarter hammered the company’s balance sheet. Because accounting rules require firms to mark digital assets to market value even without selling them, TMTG was forced to book massive paper losses as crypto prices plunged.

Bitcoin fell from above $126,000 in October to below $70,000 in March before partially recovering. TMTG acknowledged that digital assets accounted for the overwhelming majority of its quarterly losses.

The company’s trajectory has reinforced skepticism among critics who argue that Truth Social was never designed primarily to compete commercially with platforms such as Meta’s Facebook or Instagram, nor with X. Instead, many increasingly view the platform as a parallel communications ecosystem tailored specifically for Trump and his political movement after his earlier suspension from mainstream social media platforms following the January 6 Capitol riot.

Although Trump was later reinstated on several major platforms, he has continued prioritizing Truth Social for major announcements, helping preserve its political relevance even as its business performance weakened.

Some analysts believe the company has effectively embraced that identity rather than attempting to aggressively pivot toward broader mainstream adoption. Its filings and corporate strategy increasingly suggest a company leaning into ideological branding, crypto speculation, and politically aligned financial products instead of building a traditional advertising-driven social media business.

That perception has intensified as TMTG pushes further into highly speculative sectors. In December, the company announced plans to merge with TAE, a nuclear fusion technology firm, in a deal expected to close in 2026.

The move surprised many investors and further blurred the company’s identity, transforming it into a hybrid entity spanning media, cryptocurrency, financial services, and frontier-energy technology. But it is believed that the diversification strategy appears less like disciplined corporate expansion and more like an attempt to sustain investor excitement amid weak operating fundamentals.

Supporters of the company, however, believe that TMTG still represents an important challenge to what conservatives describe as the dominance of left-leaning technology companies over online discourse. They also contend that Truth Social’s strategic value cannot be measured solely through quarterly revenue because it serves as a direct communication channel for a sitting U.S. president and a powerful political movement.

Still, the financial picture remains blurred.

The company has yet to demonstrate a clear path toward profitability, stable advertising growth, or scalable monetization. Its dependence on volatile crypto markets has now amplified investor concerns about sustainability, especially as the company continues posting outsized losses relative to its tiny revenue base.

Nvidia Funnels Billions Into Corning Factories in Another AI Infrastructure Partnership

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Nvidia has committed several billion dollars in additional funding to help finance new U.S. manufacturing facilities for Corning, marking one of the clearest signs yet that the artificial intelligence boom is reshaping the entire industrial supply chain far beyond semiconductors alone.

The previously undisclosed funding, confirmed Thursday by Nvidia CEO Jensen Huang and Corning CEO Wendell Weeks during a joint CNBC interview, comes in addition to Nvidia’s planned equity investment of up to $3.2 billion in the glassmaker announced earlier this week.

Huang described the financing as a “multi-billion-dollar prepayment” aimed at dramatically expanding domestic production capacity for the specialized glass used in fiber-optic infrastructure powering hyperscale AI data centers.

The move is another sign that the global AI arms race is rapidly evolving into a full-scale industrial buildout touching everything from electricity grids and cooling systems to networking hardware, optical components, and raw materials manufacturing.

“This is going to create thousands of jobs,” Huang said, adding that Corning would build entirely new factories capable of increasing U.S. production capacity by a factor of 10.”

Weeks later confirmed that the prepayment was separate from Nvidia’s equity investment and said the partnership would help finance large-scale manufacturing expansion across the United States.

However, the deal highlights a growing concern inside the AI industry: the bottleneck is no longer limited to advanced chips. As companies race to build increasingly powerful AI systems, demand has exploded for the physical infrastructure connecting tens of thousands of GPUs inside massive data centers. Fiber-optic cables and ultra-specialized glass have become critical components because they enable the high-speed transmission of enormous volumes of data between AI servers.

Industry analysts say networking and optical systems are emerging as one of the next major choke points in AI infrastructure. Training and running frontier AI models requires moving vast amounts of information across clusters of processors at extraordinary speeds and minimal latency.

That has created soaring demand for fiber-optic connectivity and specialized materials capable of supporting next-generation bandwidth requirements.

Corning occupies an important position in that ecosystem. The company is one of the world’s leading manufacturers of optical fiber and advanced glass technologies used in telecommunications and high-performance computing infrastructure. Its products are increasingly central to the architecture of AI hyperscale facilities being constructed across the United States and globally.

Nvidia’s investment is part of a broader Silicon Valley shift that has seen leading technology firms increasingly securing direct control over key industrial inputs rather than relying solely on traditional supplier relationships. The strategy mirrors moves already seen in semiconductors, energy procurement, and cloud infrastructure. Technology giants are now locking in long-term manufacturing capacity and supply agreements as fears grow over shortages linked to the unprecedented pace of AI expansion.

The partnership additionally aligns with the Trump administration’s push to rebuild strategic technology manufacturing inside the United States. Washington has increasingly framed AI infrastructure as both an economic and national-security priority, particularly as geopolitical tensions with China continue to reshape global technology supply chains.

By financing domestic production facilities, Nvidia positions itself not only as an AI chip leader but also as a central architect of the broader infrastructure ecosystem underpinning the industry. The scale of the investment further demonstrates how AI-related capital expenditure is spreading into traditional industrial sectors that historically sat far from the center of Silicon Valley attention. Manufacturers of glass, power systems, cooling technologies, networking equipment, and construction materials are increasingly becoming indirect beneficiaries of the AI boom.

Analysts say this industrial ripple effect could reshape manufacturing investment patterns across the U.S. economy over the coming decade.

The announcement arrives as hyperscalers and AI firms collectively prepare to spend hundreds of billions of dollars on data-center expansion. Major cloud providers, including Amazon Web Services, Microsoft, and Google, are aggressively expanding AI infrastructure capacity, intensifying pressure on every layer of the supply chain.

With the Corning partnership, Nvidia is understood to be ensuring adequate networking and optical capacity that helps protect the deployment of pipeline for its own AI chips, whose demand increasingly depends on whether customers can build complete operational data centers fast enough.

In effect, Nvidia is using its enormous financial strength to spearhead the infrastructure ecosystem required to sustain AI growth itself.