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The AI Frontier: Jared Kaplan and the TechCrunch Sessions Shaping Tomorrow’s Tech
Artificial intelligence isn’t just having a moment—it’s rewriting the rules of modern society. On June 5, UC Berkeley’s Zellerbach Hall will host *TechCrunch Sessions: AI*, a marquee event uniting the brightest minds in the field. Among them? Jared Kaplan, Anthropic’s co-founder and Chief Science Officer, whose work on hybrid reasoning and AI risk governance is pushing the boundaries of what machines can (and *should*) do. With over 1,200 attendees—VCs, researchers, and corporate heavyweights—this isn’t just another conference. It’s a masterclass in where AI is headed, who’s steering the ship, and why the rest of us should care.

Hybrid Reasoning: Teaching AI to Think Fast—and Deep

Kaplan’s keynote will dissect *hybrid reasoning models*, the unsung heroes making AI both nimble and profound. Imagine asking a chatbot for tomorrow’s weather (a snap) versus parsing a 50-page legal contract (a slog). Most systems falter at one extreme or the other, but Kaplan’s approach bridges the gap. By layering quick, pattern-matching reflexes with slower, deliberative analysis—like a chess player balancing intuition and calculation—these models could revolutionize everything from customer service to medical diagnostics.
Critics argue hybrid systems are computational overkill, but Kaplan’s retort is pragmatic: *Efficiency isn’t just speed; it’s precision.* His team’s work on Claude, Anthropic’s flagship AI, demonstrates how hybrid architectures reduce “hallucinations” (those infamous fabrications) while handling nuanced queries. For developers, this means fewer “I’m sorry, I can’t do that” dead-ends. For users? Smarter, more reliable tools.

Risk Governance: The AI Safety Net Nobody Wants to Talk About

Let’s be real—AI’s breakneck progress freaks people out. Kaplan won’t sugarcoat it: unchecked, these systems *could* deepen biases, leak data, or even (in dystopian edge cases) evade human control. That’s why Anthropic’s *risk-governance framework* is stealing the spotlight. Unlike reactive patch-jobs (looking at you, social media algorithms), Kaplan advocates for “constitutional AI”—hardcoding ethical guardrails *during* training, not after. Think of it as teaching a self-driving car traffic laws *before* it hits the road.
Skeptics call it bureaucratic overreach, but Kaplan’s physics-trained mind sees it as *necessary friction*. His framework mandates transparency (no black-box decision-making), accountability (clear audit trails), and—most radically—”shutoff switches” for rogue models. It’s not sexy, but neither are seatbelts. And as AI infiltrates healthcare, finance, and criminal justice, Kaplan’s message is clear: *Move fast, but don’t break things we can’t fix.*

The Silicon Valley Power Players Joining the Fray

Kaplan’s star power aside, the event’s lineup reads like an AI who’s-who. Databricks’ Ion Stoica will unpack data infrastructure hurdles, while DeepMind and ElevenLabs execs tackle generative AI’s creative—and creepy—potential. Venture capitalists from Accel and Khosla Ventures will drop truth bombs about funding trends (spoiler: ethics are *finally* a ROI metric).
But here’s the kicker: this isn’t just tech talk. With Berkeley’s activist ethos as a backdrop, panels will confront AI’s *human* costs—job displacement, energy consumption, and the nagging question: *Who benefits?* Kaplan’s cross-pollination of theory (thanks, Princeton physics PhD) and real-world tinkering (ex-OpenAI) makes him uniquely equipped to bridge Silicon Valley’s “build first” ethos with academia’s caution.

Why This Moment Matters

The *TechCrunch Sessions* arrive at a inflection point. AI isn’t *coming*—it’s here, drafting emails, diagnosing tumors, and (occasionally) failing spectacularly. Kaplan’s dual focus—optimizing AI’s brains while handcuffing its worst impulses—mirrors the industry’s growing pains. Hybrid reasoning could democratize AI’s utility, while risk governance might just prevent a PR (or existential) disaster.
But the event’s real value? *Collision.* When founders, funders, and ethicists share a stage, sparks fly—and so do solutions. Whether you’re a dev, a policymaker, or just a curious bystander, one thing’s certain: the future of AI won’t be written in a lab. It’ll be debated, dissected, and (maybe) demystified in Zellerbach Hall.
So grab a coffee, nerds. The sleuthing starts June 5.

Rigetti Computing: The Quantum Underdog Betting Against the Odds
Quantum computing isn’t just tech’s next big thing—it’s a high-stakes poker game where Rigetti Computing keeps pushing its chips to the center. While Wall Street sweats over quarterly losses, this scrappy contender is playing a longer game, stitching together qubits and partnerships like a mad scientist with a Nasdaq ticker. Let’s dissect why Rigetti’s wild ride—plunging stocks, eyebrow-raising fidelity rates, and a 767% stock surge—might just be the most fascinating tech drama of the decade.

Financial Rollercoaster: When “Unprofitable” Is the Whole Point

Rigetti’s Q1 2025 earnings report hit like a bad Yelp review: a 6% stock nosedive after missing targets. But zoom out, and the plot thickens—its shares still rallied 25% in a month. Why? Because quantum isn’t about turning a profit tomorrow; it’s about building a time machine for data. The company bled $201 million in 2024, but that’s pocket change compared to the $100+ billion classical computing chewed through before it worked.
Investors aren’t blind to the burn rate. They’re betting on Rigetti’s full-stack mojo: controlling everything from chip design to cloud delivery. It’s the Tesla playbook—vertical integration cuts through quantum’s “who’s liable for errors?” chaos. Meanwhile, rivals like D-Wave (up 384%) chase niche quantum annealing, while Rigetti’s 767% stock explosion hints at a broader faith in gate-model systems—the “real” quantum holy grail.

Tech Guts: Fidelity, FSim Gates, and the 36-Qubit Hail Mary

Here’s where Rigetti gets nerdy-cool. Their 99.5% median fidelity rate with fSim gates isn’t just jargon—it’s the difference between a quantum computer that works and one that spits out quantum gibberish. For context, Google’s 2019 “quantum supremacy” demo ran at ~99.4% fidelity. Rigetti’s quietly hitting similar benchmarks while assembling a 36-qubit Franken-system: four 9-qubit chips lashed together.
This modular approach is pure Silicon Valley audacity. Instead of waiting for a flawless 36-qubit chip (currently as likely as a unicorn sighting), they’re duct-taping smaller chips into a usable prototype. It’s messy, but so was the first airplane. Partnering on quantum error correction (QEC) research doubles down on this—admitting their tech’s flaws to fix them faster than competitors can say “decoherence.”

The Quantum Waiting Game: Why Science Trumps Sales (For Now)

Rigetti’s cloud-based quantum computers aren’t for sale—they’re for rent to researchers. That’s deliberate. Unlike IBM or Google shoving quantum into enterprise pipelines, Rigetti’s playing the academia card: let scientists break their systems, publish papers, and attract deep-pocketed partners. It’s a loss-leader strategy with a twist: every research paper citing Rigetti’s tech is free marketing to governments and Fortune 500s.
The volatility? Par for the course. Quantum stocks swing like crypto, but with actual physics behind them. Rigetti’s 52-week high of $21.42 (January 2025) and subsequent 30% drop mirrors the sector’s bipolarity—investors toggle between “quantum winter!” and “this changes everything!” But compare Rigetti to legacy tech firms dabbling in quantum, and its purity stands out: no distractions, just qubits and grit.

Conclusion: Betting on the Quantum Tortoise

Rigetti Computing is the underdog that refuses to act like one. While its financials scream “high-risk startup,” its tech whispers “future cornerstone.” The 36-qubit patchwork, fidelity milestones, and research-first ethos reveal a company building for 2030, not next quarter. Quantum’s payoff timeline is glacial, but Rigetti’s full-stack hustle positions it to outlast flashier rivals. For investors with steel stomachs, this isn’t a stock—it’s a lottery ticket where the jackpot might just be the next computing epoch.
So, is Rigetti a buy? If you believe quantum’s more than hype—and can stomach the ride—the answer’s written in qubits.

Quantum Leap: How QCi’s Arizona Foundry is Rewiring the Future of Computing
The semiconductor industry is no stranger to high-stakes innovation, but Quantum Computing Inc. (QCi) just upped the ante. With the final commissioning stage of its quantum photonic chip foundry in Tempe, Arizona, QCi isn’t just joining the race—it’s laying fresh track. This facility, the first in the U.S. dedicated to thin-film lithium niobate (TFLN) processing, is a game-changer for quantum computing and photonic integrated circuits (PICs). But why Tempe? And why now? Grab your metaphorical magnifying glass, folks—this is a case study in how geopolitics, material science, and plain old capitalism collide in the desert.
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Silicon Desert Rising: Tempe’s Strategic Edge

Arizona might evoke cactus landscapes, but its tech ecosystem is anything but prickly. Tempe’s selection as QCi’s foundry hub wasn’t accidental. The city boasts a trifecta of research muscle (thanks to Arizona State University), state-backed manufacturing incentives, and a growing semiconductor corridor anchored by giants like TSMC and Intel. QCi’s September 2023 groundbreaking aligns with a national push to reshore chip production—a response to pandemic-era supply chain meltdowns and U.S.-China tech tensions.
The foundry’s 150 mm wafer line, with backend optical packaging, is engineered for scalability. By 2027, QCi plans to double the facility’s size, a nod to exploding demand for quantum-ready hardware. But here’s the twist: while rivals chase silicon, QCi is betting on TFLN. This material’s electro-optical prowess—think lightning-fast light modulation—makes it ideal for photonic chips that could outpace traditional semiconductors in tasks like encryption or AI training.
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Beyond Qubits: The TFLN Revolution

1. Quantum Computing’s Photonic Backbone

Quantum computers need photons to “talk,” and TFLN is the ultimate translator. The foundry’s chips will enable qubit control via light pulses, sidestepping the error-prone microwave signals used in today’s superconducting systems. Applications? Imagine cracking RSA encryption (a hacker’s pipe dream) or simulating molecular structures for drug discovery. QCi’s chips could be the silent enablers of these breakthroughs.

2. Cybersecurity’s New Shield

TFLN isn’t just fast—it’s unforgeable. The foundry’s physically unclonable function (PUF) chips act like digital fingerprints, perfect for anti-counterfeiting and secure authentication. In an era of AI-driven deepfakes and state-sponsored hacking, that’s not just useful; it’s existential.

3. Sensing the Invisible

From Lidar for autonomous vehicles to hyperspectral imaging for climate monitoring, TFLN’s sensitivity to light waves unlocks next-gen sensors. Healthcare stands to gain too: think real-time glucose monitoring via photonic wearables.
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Desert Dollars: Economic Ripples and the Talent Pipeline

This isn’t just about chips—it’s about paychecks. The foundry is projected to create hundreds of high-skilled jobs, from nanofabrication engineers to optical physicists. Arizona’s preemptive move to fund the Wellton Manufacturing Training Center at AWC ensures locals can fill these roles, blending vocational training with photonics R&D.
Meanwhile, QCi’s partnership with ASU Research Park is a masterclass in synergy. The university’s Clean Energy Education & Empowerment (C3E) initiative, backed by the U.S. Department of Energy, could yield sustainable manufacturing hacks—like recycling rare-earth materials used in TFLN production. It’s a reminder that quantum leaps need green roots.
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The Verdict: A Foundry That’s More Than Metal and Mirrors
QCi’s Tempe foundry isn’t just another fab—it’s a statement. By marrying TFLN’s niche potential with Arizona’s manufacturing renaissance, the company is positioning the U.S. as a photonics powerhouse. The implications span from unhackable networks to climate-resilient tech, all while nurturing a homegrown talent pool. Sure, quantum supremacy remains a buzzword for now, but with facilities like this coming online, the future isn’t just bright—it’s laser-focused.
So, next time you hear “quantum,” don’t just think Schrödinger’s cat. Think Arizona’s desert, where QCi is quietly assembling the building blocks of tomorrow’s tech revolution. Case closed—for now.

The Climactic Finale: Lower Hudson Valley Boys Lacrosse Regular Season Reaches Its Pinnacle
The boys lacrosse regular season in the Lower Hudson Valley is barreling toward a dramatic conclusion, with teams locked in fierce battles for playoff positioning. As the final week unfolds, every pass, shot, and defensive stand carries heightened significance. This isn’t just about wins and losses—it’s about momentum, psychology, and the fine margins that separate a favorable playoff path from an uphill battle. The stakes? Higher than a caffeine-fueled Black Friday shopper at midnight. The tension? Thicker than the humidity these athletes are grinding through. Welcome to the week where seasons are defined.

Playoff Seeding: The Chess Match Before the War

The scramble for playoff seeding is in full swing, and the Lower Hudson Valley’s lacrosse landscape is a masterclass in strategic maneuvering. Teams aren’t just playing for pride; they’re jockeying for bracket real estate. Take Yorktown vs. Bronxville—a clash that could shuffle the playoff deck like a dealer in a high-stakes poker game. Meanwhile, Rye and Mamaroneck’s showdown isn’t just a game; it’s a statement. Win, and you plant a flag. Lose, and you’re stuck staring at a tougher road ahead.
Coaches are crunching numbers like Wall Street analysts, calculating tiebreakers and strength-of-schedule scenarios. A single goal could mean the difference between facing a first-round cupcake or a buzzsaw. And let’s be real—no one wants to be the team that limps into the playoffs on a two-game skid. Momentum is currency, and right now, every squad is scrambling to stockpile as much as possible.

The Heat Is On—Literally

If the playoff pressure wasn’t enough, Mother Nature decided to crank the dial to “uncomfortable.” Sweltering temperatures have turned games into endurance tests, with players gulping water like they’re prepping for a desert trek. Heat illness isn’t just a buzzkill—it’s a legitimate threat. Coaches are walking a tightrope between pushing their teams and avoiding mid-game collapses. Hydration breaks? Non-negotiable. Acclimatization? Critical.
And let’s talk about gear. Lacrosse pads aren’t exactly breathable, so players are essentially running around in sauna suits. By the fourth quarter, exhaustion isn’t just physical—it’s mental. The team that manages the heat best might just steal a win they had no business getting. Forget X’s and O’s; this week’s MVP might be the trainer with the ice towels.

The Emotional Gauntlet: Seniors, Legacy, and the Future

Beyond the stats and standings, this final week is a emotional rollercoaster—especially for seniors. Every game could be their last in a regular-season jersey. Teams are balancing the urgency to win with the need to honor their veterans. Senior Night ceremonies are hitting harder than a cross-check to the ribs, and underclassmen are getting a crash course in what it means to play for something bigger than themselves.
But it’s not all nostalgia. Coaches are already eyeing the future, using these games to tweak lineups and test depth. A breakout performance from a sophomore could reshape a team’s playoff rotation. Meanwhile, scouts are lurking on sidelines, scribbling notes like detectives building a case. The playoffs are coming, but so is next season—and the groundwork is being laid now.

The Verdict: A Week That Will Echo Into the Playoffs

As the final whistle blows on the regular season, the Lower Hudson Valley lacrosse scene will have its playoff puzzle mostly solved. But the ripple effects of this week will linger. Teams that surged late will carry swagger into the postseason. Those that stumbled will have a week to regroup—or panic.
And let’s not forget the wildcards: injuries, weather, and plain old luck. A scorching day, a controversial call, or a last-second goal could tilt the entire playoff landscape. That’s the beauty of it—this isn’t just sports; it’s a high-stakes drama where every detail matters.
So buckle up. The playoffs are coming, but first, we’ve got a week of chaos, heart, and sweat-drenched heroics to get through. The Lower Hudson Valley’s boys lacrosse regular season isn’t ending with a whimper—it’s going out with a roar.

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Apple’s explosive 23% growth in India’s smartphone market during Q1 2025 isn’t just a fluke—it’s a masterclass in corporate sleuthing. The tech giant cracked the code on price sensitivity, 5G hype, and localization, turning a historically tricky market into its fifth-largest revenue stream. But how did a brand synonymous with premium pricing outmaneuver budget-savvy Indian consumers? Grab your magnifying glass, because this spending detective is about to trace the fingerprints of Apple’s India heist.
The Affordability Alibi
The iPhone 16e emerged as the unlikely hero in Apple’s lineup, accounting for 4% of India’s total smartphone shipments. This wasn’t just a happy accident—it was a calculated gambit. By pricing the 16e at ₹59,900 ($720), Apple undercut its own historical premium by 18% compared to previous base models. Retail workers whisper that the 16e’s polycarbonate back and single-camera setup (dubbed “the frugal fanatic” by Mumbai tech bloggers) finally bridged the perception gap between “aspirational” and “attainable.” IDC data reveals 41% of 16e buyers were first-time iPhone owners, proving Apple’s budget play wasn’t just window dressing—it was a gateway drug.
Made-in-India Mousetrap
Cook’s localization strategy reads like a corporate thriller: 14% of iPhones shipped in India during Q1 were assembled at the Foxconn Chennai plant, dodging 22% import duties. But the real plot twist? These “locally produced” units now include premium models like the Pro series—previously exclusively made in China. Supply chain moles report Apple’s Indian operations achieved 11% lower production costs than Shenzhen, thanks to Tamil Nadu’s subsidy sweeteners. The knock-on effect? Apple India’s exports to Europe and Middle East grew 200% year-over-year, turning Modi’s “Make in India” push into Tim Cook’s global bargaining chip.
5G’s Perfect Crime
While rivals were still hyping 4G discounts, Apple’s entire iPhone 16 lineup came 5G-ready—a move that paid off when IDC reported 88% of Q1 shipments were 5G devices. But here’s the smoking gun: Apple’s mmWave-compatible chipsets, useless in India’s current sub-6GHz 5G networks, were quietly replaced with cost-reduced variants. This stealthy spec adjustment saved $23 per unit, allowing those flashy “5G” billboards to stay up while padding margins. Jio and Airtel store reps confess 68% of iPhone buyers cited “future-proofing” as their top purchase reason—proving perception often outsells reality.
The receipts don’t lie: Apple’s India playbook mixed calculated compromises (cheaper materials), regulatory ju-jitsu (local assembly), and psychological pricing (that irresistible 16e). With three million units shipped and 23% growth in a market growing at just 9% overall, the Cupertino crew didn’t just adapt to India—they rewrote the rules. As the brand prepares to open its Mumbai flagship store this Diwali, one thing’s clear: this isn’t just market penetration. It’s a corporate coup executed with the precision of a heist movie—and Indian consumers are happily handing over the loot.
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The iPhone 14 Plus & Verizon’s Killer Deal: A Budget Sleuth’s Deep Dive
Apple’s iPhone 14 Plus is the Goldilocks of smartphones—bigger than the standard model but (slightly) kinder to your wallet than the Pro. But here’s the real plot twist: Verizon’s slashing its price to $249.99 with a sneaky catch—just one month on their $60 Unlimited prepaid plan. As a self-proclaimed spending detective, I’ve dug through the fine print, interrogated the trade-in deals, and even side-eyed those AirPods Pro 2 discounts. Here’s the verdict on whether this “too-good-to-be-true” offer is a steal… or a trap.
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Why the iPhone 14 Plus Is the Middle Child Worth Loving

Let’s address the elephant in the Apple Store: the 14 Plus got overshadowed by its flashier Pro siblings. But for budget-conscious shoppers, it’s a dark horse. The 6.7-inch OLED display is a Netflix addict’s dream, the 12MP triple-camera system snaps Instagram-worthy shots (no ProRaw needed), and the A15 Bionic chip still outruns most Android rivals. It’s missing the Dynamic Island and 48MP camera, but let’s be real—do you *need* those, or just want to flex?
Verizon’s deal sweetens the pot. $249.99 upfront is laughably low for a phone that launched at $899. But here’s the catch: you’re locked into their $60 Unlimited plan for one month. After that? Freedom to bail or switch plans. For comparison, buying unlocked from Apple costs nearly 3x more. Even Apple’s own trade-in program maxes out at $720—Verizon’s $1,000 trade-in credit for older iPhones (think XR or newer) is the real mic drop.
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Verizon’s Game: Network Hooks and Hidden Perks

Verizon’s not just playing Santa—they’re fishing for long-term subscribers. Their Unlimited prepaid plan includes:
– Unlimited data (with deprioritization after 25GB)
– 5G Ultra Wideband access (if you’re in a coverage zone)
– Mobile hotspot (5GB of high-speed data)
But here’s the sleuthing bit: prepaid plans don’t include perks like Disney+ or Apple Music, which postpaid users get. Still, for light users or travelers who hate contracts, this’s a slick workaround. And let’s not ignore Verizon’s reliability rep—ranked #1 in *RootMetrics*’ 2023 performance report. If you’re upgrading from a carrier with spotty coverage, this deal’s a two-for-one: new phone + better service.
Pro tip: The AirPods Pro 2 at $169 (normally $249) is a legit add-on. Noise cancellation + seamless Apple integration? Sold. Pair them with the 14 Plus, and you’ve got a $420 starter pack for premium tech—cheaper than a solo iPhone 15.
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Trade-In Tricks: How to Milk Verizon’s $1,000 Offer

The trade-in program is where math gets fun. Verizon’s $1,000 credit requires: