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Designing the agentic AI enterprise for measurable performance

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Presented by Edgeverve


Smart, semi‑autonomous AI agents handling complex, real‑time business work is a compelling vision. But moving from impressive pilots to production‑grade impact requires more than clever prompts or proof‑of‑concept demos. It takes clear goals, data‑driven workflows, and an enterprise platform that balances autonomy, governance, observability, and flexibility with hard guardrails from day one.

From pilots to the “operational grey zones”

The next wave of value sits in the connective tissue between applications — those operational grey zones where handoffs, reconciliations, approvals, and data lookups still rely on humans. Assigning agents to these paths means collapsing system boundaries, applying intelligence to context, and re‑imagining processes that were never formally automated. Many pilots stall because they start as lab experiments rather than outcome‑anchored designs tied to production systems, controls, and KPIs.

Start with outcomes, not algorithms. Translate organizational KPIs (cash‑flow, DSO, SLA adherence, compliance hit rates, MTTR, NPS, claims leakage, etc.) into agent goals, then cascade them into single‑agent and multi‑agent objectives. Only after goals are explicit should you select workflows and decompose tasks.

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Pick targets, then decompose the work

What does “target” actually mean? In agentic programs, a target is a business outcome and the use case that moves it. For example, “reduce unapplied cash by 20%” target outcome; “cash application and exceptions handling” use case. With the use case in hand, perform persona‑level task decomposition: map the human role (e.g., cash applications analyst, facilities coordinator), enumerate their tasks, and identify which are ripe for agentification (data retrieval, matching, policy checks, decision proposals, transaction initiation).

Delivering on those tasks requires a data‑embedded workflow fabric that can read, write, and reason across enterprise systems while honoring permissions. Data must be AI‑ready, discoverable, governed, labeled where needed, augmented for retrieval (RAG), and policy‑protected for PII, PCI, and regulatory constraints.

Integration goes beyond APIs

APIs are one mode of integration, not the only one. Robust agent execution typically blends:

  • Stable APIs

    with lifecycle management for core systems

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  • Event‑driven triggers

    (streams, webhooks, CDC) to react in real time

  • UI/RPA fallbacks

    where APIs don’t exist

  • Search/RAG connectors

    for documents and knowledge bases

  • Policy management

    across tools and actions to enforce entitlements and segregation of duties

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The north star is integration reliability — built on idempotency, retries, circuit-breakers, and standardized tool schemas — so agents don’t “hallucinate” actions the enterprise can’t verify.

A quick example: finance and facilities, in production

Inside our organization, we deployed specialized agents in a live CFO environment and in building maintenance. In finance, seven agents interacted with production systems and real accountability structures. Year‑one outcomes included: >3% monthly cash‑flow improvement, 50% productivity gain in affected workflows, 90% faster onboarding, a shift from account‑level handling to function‑level orchestration, and a $32M cash‑flow lift. These results don’t guarantee gains everywhere; they show that designing products can deliver measurable outcomes on a scale.

The four design pillars: Autonomy, governance, observability & evals, flexibility

1) Autonomy: right‑size it to the risk

Autonomy exists on a spectrum. Early efforts often automate well‑bounded tasks; others pursue research/analysis agents; increasingly, teams target mission‑critical transactional agents (payments, vendor onboarding, pricing changes). The rule: match autonomy to risk, and encode the operating mode suggest‑only, propose‑and‑approve, or execute‑with‑rollback per task.

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2) Governance: guardrails by design, not as bolt‑ons

Unbounded agents create unacceptable risk. Build guardrails into the plan:

  • Policy & permissions: tie tools/actions to identity, scopes, and SoD rules.

  • Human‑in‑the‑loop (HITL): where mission‑critical thresholds are crossed (amount, vendor risk, regulatory exposure).

  • Agent lifecycle management: versioning, change control, regression gates, approval workflows, and sunsetting.

  • Third‑party agent orchestration: vet external agents like vendors, capabilities, scopes, logs, SLAs.

  • Incident and rollback: kill‑switches, safe‑mode, and compensating transactions. This is how you

    scale innovation safely while protecting brand, compliance, and customers.

3) Observability & evaluations: trust comes from telemetry

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Production agents need the same rigor as any core platform:

  • Telemetry: capture full execution traces across perception, planning, tool use, action supported by structured logs and replay.

  • Offline evals: cenario tests, red‑teaming, bias and safety checks, cost/performance benchmarks; baseline vs. challenger comparisons.

  • Online evals: shadow mode, A/B, canary releases, guardrail breach alerts, human feedback loops.

  • Explainability & auditability: why was an action taken, which data/tools were used, and who approved.

4) Flexibility: assume volatility, design for swap‑ability

Models, tools, and vendors change fast. Treat agentic capability as platform currency: create an environment where teams can evaluate, select, and swap models/tools without tearing down the build. Use a model router, tool registry, and contract‑first interfaces so upgrades are controlled experiments, not rewrites.

The agent platform fabric: how platformization turns goals into outcomes

A true agentic enterprise requires a platform fabric that transforms goals into outcomes, not a patchwork of isolated pilots. This platform anchors enterprise‑to‑agent KPI cascades, drives task decomposition and multi‑agent planning, and provides governed tooling and data access across APIs, RPA, search, and databases.

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It centralizes knowledge and memory through RAG and vector stores, enforces enterprise controls via a policy engine, and manages performance and safety through a unified model layer. It supports robust orchestration of first‑ and third‑party agents with common context, embeds deep observability and evaluation pipelines, and applies disciplined release engineering from sandbox to GA. Finally, it ensures long‑term resilience through lifecycle management versioning, deprecation, incident playbooks, and auditable histories.

Guardrails in action: a BFSI example

Consider payments exception handling in banking — high stakes, regulated, and customer‑visible. An agent proposes a resolution (e.g., auto‑reconcile or escalate) only when:

  • The transaction falls below risk thresholds; above them, it triggers HITL approval.

  • All policy checks (KYC/AML, velocity, sanctions) pass.

  • Observability hooks record rationale, tools invoked, and data used.

  • Rollback/compensation is defined if downstream failures occur. This pattern generalizes to vendor onboarding, pricing overrides, or claims adjudication — mission‑critical work with explicit safety rails.

Scale beyond pilots

Scaling agentic AI beyond pilots demands disciplined readiness across nine fronts: leaders must clarify which KPIs matter and how agent goals ladder into them, determine which persona tasks are agentified versus remain human‑led, and align each with the right autonomy mode from suggest‑only to propose‑and‑approve to execute‑with‑rollback. They must embed governance guardrails, including HITL points and lifecycle controls; ensure robust observability and evaluation via telemetry, replay, audits, and offline/online tests; and verify data readiness, with governed, policy‑protected, retrieval‑augmented data flows. Integration must be reliable, with API lifecycle management, event triggers, and RPA/other fallbacks. The underlying platform should enable model swap‑ability and orchestration of first‑ and third‑party agents without rebuilding. Finally, measurement must focus on true operational impact cash flow, cycle times, quality, and risk reduction rather than task counts.

The takeaway

Agentic AI is not a shortcut; it’s a new system of work. Enterprises that approach it with platform discipline aligning autonomy with risk, embedding governance and observability, and designing for swap‑ability will convert pilots into production impact. Those that don’t keep accumulating impressive but disconnected demos. The difference isn’t how fast you ship an agent; it’s how deliberately you design the enterprise around it.

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N. Shashidar is SVP & Global Head, Product Management at EdgeVerve.


Sponsored articles are content produced by a company that is either paying for the post or has a business relationship with VentureBeat, and they’re always clearly marked. For more information, contact sales@venturebeat.com.

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Bremont Is Sending a Watch to the Moon’s Surface

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A multifaceted decahedral black ceramic bezel and sandwich-style three-piece case—a reworking of Bremont’s signature Trip-Tick construction—house a chronometer-rated automatic chronograph movement made by Sellita, with a 62-hour power reserve.

The watch will be a passenger aboard the FLIP rover, due to launch as part of Astrobotic’s Griffin Mission One (Griffin-1), expected to land at the lunar south pole at some point in the second half of this year.

It’s a one-way mission: The rover will remain permanently on the lunar surface, with the watch ticking away as it roams the landscape. FLIP’s objectives include reaching elevated positions on the lunar terrain, gathering data on lunar dust accumulation, testing dust-mitigation coatings, and surviving a two-week lunar night in hibernation (which would be a first for a US rover).

In terms of serious timekeeping data for Bremont, the mission is frankly symbolic. The watch will be positioned vertically in a specially designed housing within the FLIP’s chassis, between its front wheels. Only the watch head, weighing 107 grams, is included, glued in place using a specialist composite, its face visible to FLIP’s HD cameras. But the hibernatory periods will mean the watch (whose mechanical movement is driven in normal circumstances by the motion of the wearer’s arm) will stop running once its 62-hour power reserve runs down.

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When the FLIP is on the move again, its motion should—in theory—jolt the mechanism into action once more. Despite the gravitational pull that’s a sixth of the Earth’s, the acceleration, pitches, and tilts of the rover should swing the winding rotor, if with less torque and efficiency than on Earth.

“My guess is that the watch will function from time to time, but for short periods,” Cerrato says. “We will learn along the way. But that’s what is exciting—it projects us into a thinking process that is absolutely out of the box. Just the fact of having it there is inspiring.” However, there is little doubt that Bremont will, just like other brands with any ties to the cosmos, mine its new space connection for all it is worth.

FLIP itself, which weighs just 1,058 pounds and carries a mix of commercial and government payloads, four HD cameras, and a deployable solar array, is fundamentally a technology demonstrator for Flexible Logistics and Exploration (FLEX), Astrolab’s much larger SUV-sized rover destined to support NASA’s Artemis program. The firm developed the FLIP from scratch after NASA’s equivalent vehicle for which the Griffin-1 mission was contracted, the VIPER, was put on pause in 2024. This left Astrobotic seeking a stand-in in short order. Astrolab, which signed the contract within a month of hearing about the opportunity in the fall of 2024, took the FLIP from blank sheet to finished rover in roughly a year.

Its standout feature is its hyper-deformable wheels, minutely structured from silicone, composite, and stainless steel, which create a soft, enlarged contact surface with the terrain. “It’s like if you’re off-roading in a Jeep or Land Rover where you let some air out of the tires to go softer and spread the load over a larger area,” explains Astrolab’s founder, Jaret Matthews. While the moon’s nighttime temperatures of around -200 degrees Celsius (around -328 Fahrenheit) would cause conventional rubber tires to become glass-like and shatter, Astrolab’s solution is intended to keep the rover from sinking into the unconsolidated lunar dust—or regolith—that covers the environment.

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The Most WIRED Watches at Watches and Wonders 2026

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The case is white zirconium oxide ceramic with a Ceratanium bezel and back, rated to handle temperature swings from 100 to -100 degrees Celsius (212 to -238 Fahrenheit). Indeed, the whole piece has been shaken to 10 g’s at Vast’s Long Beach facility, exceeding forces astronauts experience during ascent, and came out the other side running just fine. Price is still up in the air.

Image may contain Wristwatch Arm Body Part and Person

TAG Heuer Monaco Evergraph (From $25,000)

Watch brands love finding ever more recherché areas to reinvent, and the precise “snick” of a chronograph’s stop/start/reset buttons is the latest micro-battlefield in which R&D teams are duking it out. Last year, Audemars Piguet took the feel of an iPhone button as the inspiration for its Royal Oak RD#5; now TAG Heuer has its own take on push-button ergonomics.

Normally, chronograph buttons involve a cluster of levers, springs, and cams that click into place with varying degrees of precision. TAG Heuer has thrown most of that out with the Calibre TH80-00, five years in development between its TAG Heuer LAB innovation department and movement maker Vaucher Manufacture Fleurier. It replaces the traditional architecture with two flexible bistable components—essentially shape-shifting parts that snap between positions—produced via high-precision LIGA fabrication, a micro-manufacturing technique that includes lithography, electroforming, and molding.

The result? Crisper actuation that, crucially, doesn’t degrade. According to TAG, the 10,000th press feels identical to the first. Paired with TAG’s incredibly high-tech TH-Carbonspring oscillator (magnetism-resistant, 5-Hz, 70-hour reserve, COSC-certified), it’s housed in a reworked 40-mm titanium Monaco with the crown back on the left where Steve McQueen’s 1969 original had it. You get two versions: brushed titanium with blue accents or black Diamond-Like Carbon (DLC) with red. The dial is transparent acrylic, so you can watch the compliant mechanism do its thing.

Image may contain Wristwatch Arm Body Part and Person

Vacheron Constantin Overseas Dual Time Cardinal Points (Price on Request)

Vacheron Constantin’s Overseas line, among the most celebrated examples of Switzerland’s dominant “sports-luxe” genre, leans heavily into the sports side with a full-titanium, GMT-treatment across four references. Each dial is color-mapped to a compass point: white for north, brown for south, green for west, blue for east, contrasting with a bright orange, Rolex-style GMT hand for the time zone at home.

The lineage traces to a 2019 prototype built for explorer Cory Richards to wear up Everest—probably the most luxurious timepiece that has been to such places. The 41-mm case, integrated bracelet, and folding clasp are all in titanium with a matte anthracite finish on the bezel and crown. Inside is the in-house Calibre 5110 DT/3, a self-winding GMT with home-time am/pm indicator, local-time date pusher, and 60-hour reserve. Classic sports watch attributes, but here certified with the Geneva Hallmark, the highest official benchmark of fine watchmaking and hand-finishing.

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iOS 26 boarding passes now available for American Airlines flights

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American Airlines has now become the latest company to take advantage of the revamped boarding pass system in the iOS 26 update.

Two smartphones displaying colorful airline boarding passes and live flight tracking apps against a bright blue gradient background, emphasizing digital travel details like departure, arrival, gate, group, and QR code.
American Airlines now supports the revamped iOS 26 boarding pass system.

At WWDC 2025, Apple revealed that upgraded boarding passes, with support for Live Activities and real-time flight information, would make their way to the Apple Wallet app with iOS 26. Improved support for tracking luggage with AirTags and Find My, along with maps data for airports, was touted as well.
Since then, United Airlines and Southwest Airlines have rolled out support for the iOS 26 boarding pass system, and now American Airlines has followed suit. The American Airlines iOS app was recently updated, and its release notes detail the upgraded boarding pass experience.
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Nevada Court Latest To Say Mandatory Detention Of Migrants Is Illegal

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from the can’t-pretend-rights-just-don’t-exist dept

More of the same for the Trump administration — one that seems incapable of achieving its goals without breaking the law or disregarding the Constitution.

Hundreds of judges handling thousands of cases have already told the administration it can’t do the things it thinks it can when it comes to satisfying its anti-migrant bloodlust/Stephen Miller’s 3,000-arrests-per-day quota (they’re the same thing!). And, outside of the Fifth Circuit, where the majority seems to believe Trump should get whatever he wants, this steady stream of judicial rejections continues.

Yet another class-action suit alleging the wholesale violation of Constitutional rights has resulted in a ruling siding with the Constitution. This case is one of several being handled by the ACLU. This particular one originates in Nevada, which at least keeps it out of the hands of the Fifth Circuit. (Unfortunately, the administration knows who’s buttering its bread, which is why detainees are often shipped immediately to detention centers in Texas and Louisiana.)

The administration has only a single argument to present in its defense of its unconstitutional mandatory detention activities. It involves selectively quoting two related (yet distinct!) immigration statutes and pretending that 1+1=whatever the fuck we say it does.

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One of the most concise explanations of the administration’s deliberate misreading of these statutes was delivered by Judge Dale Ho of the Southern District of New York last year. The government wants to pretend people who encounter immigration agents while crossing the border are indistinct from migrants who have already been in this country for weeks, months, or years. They’re not the same thing, but the administration insists they are, despite having only convinced the Fifth Circuit that the laws don’t actually say the things they say.

Given that detention under § 1225(b)(2) is essentially mandatory and that detention under § 1226(a) is largely discretionary, it follows that whichever statute Mr. Lopez Benitez is subject to is potentially dispositive here. That is, if Mr. Lopez Benitez was detained as a noncitizen “seeking admission” to the country under § 1225(b)(2) (as Respondents argue), his detention would be mandatory. If, instead, he was detained as a noncitizen “already in the country” under § 1226(a), then his detention is discretionary and he would be, at a minimum, entitled to an appeal before an immigration judge.

To be sure, the line between when a person is “seeking admission” as opposed to being “already in the country” is not necessarily obvious. For instance, someone who has just crossed the border may technically be “in” the country but is still treated as “an alien seeking initial entry.” Thuraissigiam, 591 U.S. at 114, 139 (holding that a noncitizen detained “within 25 yards of the border” is treated as if stopped at the border). But there is no dispute that the provisions at issue here are mutually exclusive—a noncitizen cannot be subject to both mandatory detention under 1225 and discretionary detention under § 1226, a point that Respondents conceded.

These are not the same thing. Section 1226 deals with people already in the country, who are given Constitutional protections. Section 1225 deals with people crossing the border who are met immediately by immigration agents, who don’t have access to the same due process rights.

As the court points out in this case, the language of the statutes makes it clear Section 1225 is “temporally and geographically limited to the border” by other language contained in the Immigration and Nationality Act (INA). The government, however, wants to pretend it’s indistinct from Section 1226, which deals with people who are already in the country and have been there for a significant amount of time.

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The only way the government can present its defense of indefinite detention of migrants without bond hearings is to twist the wording of both statutes. The Nevada court [PDF] isn’t going to let that happen. It calls out Trump’s DOJ for its cut-and-paste antics.

The government contends that the plain language of § 1225(b)(2) requires DHS to detain all noncitizens like Plaintiffs, who are present in the U.S. without admission or parole and subject to removal proceedings, regardless of how long they have been in the country or how far from the border they are apprehended. But this Court finds that the government reads § 1225(b)(2 (A) as a fragment of statutory text in isolation.

Context matters. The government knows this, which is why its arguments remove the parts of the law it wants to use from the context that indicates its actions are illegal.

The Court finds the government’s reading of the statutory text inapposite for severalreasons. First, the government distorts the statutory text, including terms of art specially defined by Congress. Second, the government isolates and abstracts the phrases it favors in § 1225(b)(2)(A) from their context within § 1225 and the statutory scheme, while rendering language it finds inconvenient within § 1225(b)(2)(A) both contrary to ordinary meaning and needless surplusage. Finally, the government’s interpretation unnecessarily renders provisions of § 1226(c) superfluous in all but the rarest cases, unjustifiably construes Congress’ addition of § 1226(c)(1)(E) through the 2025 Laken Riley Act to be utterly ineffectual, and creates unnecessary tension between the relevant provisions, §§ 1225 and 1226.

This is what it looks like when you know you can’t win on the merits. This is the government pretending the law says what it wants it to say and hoping to slip it past a judge and under the skirts of Lady Liberty.

Courts aren’t as dumb as the Trump administration hopes. Let’s look at the statutes, the court says, but the whole thing rather than just the things the government thinks might be usable.

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The Court cannot accept such a fraught interpretation when a reading devoid of such conflict, which gives each statutory phrase and section independent meaning and force, is far more plausible.

What follows is a few dozen pages making everything summarized above granular and specific. And if Trump doesn’t like it, he can always ask the legislators he treats as extraneous to rewrite the law in his favor. Take it up with Congress if you don’t like the way the law is actually written, the court says without actually saying it:

[E]ven with regards to removal proceedings as opposed to custody determinations, Congress explicitly reflected its understanding of longstanding due process precedent that recognizes the more substantial due process rights of noncitizens already present and residing in the U.S. compared to the minimal rights of noncitizens seeking to enter.

Even a Congress loaded with MAGA bitchboys isn’t going to be able to erase Constitutional protections for migrants no one really seemed to have a problem with until white Christian nationalists took over the West Wing (on two non-consecutive occasions). The current Congress is merely an afterthought in service to Federalist Society theories of unitary executive power — something that surely won’t come back to haunt them when America decides it’s time to hand the reins to the opposition party.

And that’s not all of the bad news for Trump and his enablers. The due process thing is already a known issue and one that has resulted in hundreds of losses for the administration’s lawyers. This court also points out the Fourth Amendment implications of its actions. While this doesn’t necessarily create the sort of precedent that would shut down the DHS’s extremely creative interpretation of the Constitution, it will provide plenty of citation pull-quotes for litigants challenging ICE’s warrantless arrests and home entries.

[N]o administrative warrant requirements exist in the text of § 1225(b)(2)(A) or its implementing regulations. The government’s interpretation of that provision as geographically unlimited is thus in tension with the application of the Fourth Amendment within the country’s interior, which “requires that immigration stops must be based on reasonable suspicion of illegal presence, stops must be brief, arrests must be based on probable cause, and officers must not employ excessive force.”

I’m sure this quotation of Justice Kavanaugh’s concurrence in Trump v. Illinois is deliberate. The guy behind “Kavanaugh stops” (TL;DR: looking foreign is probable cause when it comes to immigration enforcement) is being directly quoted to reject the government’s reliance on administrative warrants to bypass the Constitution. [Chef’s kiss gesture.]

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Great stuff. But, as always, tempered by the realization that this administration will not stop doing illegal things just because a court has directly told them these actions are illegal. The old equation — asking forgiveness > asking permission — doesn’t really apply. This administration will do neither. It will simply DO until it becomes impossible to continue.

Don’t let that discourage you, though. Even if the co-equal branches don’t seem to be living up to the “checks and balances” hype, we’re a nation of millions spread across a considerable number of square miles. They can’t take us all at once.

Filed Under: 14th amendment, bigotry, dhs, due process, ice, mass deportation, nevada, trump administration

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Oh God: RFK Jr. Unveils Plan To Be First Sitting Cabinet Secretary To Host A Podcast

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from the oh-no dept

With all that RFK Jr. has done, and failed to do, as the Secretary of HHS, he should be terribly busy cleaning up mess after mess. The measles outbreak that is going to cause America to lose its elimination status is still ongoing and on pace to quadruple last year’s case total, so he could work on that. He could be busy finding a CDC Director, a position left vacant well beyond the federally mandated limit of 210 days. Or a Surgeon General. Or he could be working to undo the harms and effects of the misinformation that he and Trump have been pumping into the media ecosystem.

But it seems that, despite reporting that the White House wants to rein him in so he doesn’t get the GOP murdered in the midterms, Kennedy has instead decided its time to make history as the first sitting cabinet secretary to host his very own podcast.

The show, titled “The Secretary Kennedy Podcast,” will launch next week and feature Kennedy, a longtime anti-vaccine crusader who has reshaped the country’s health policy, in conversation with doctors, scientists and agency staff, U.S. Department of Health and Human Services officials told the AP ahead of the launch. In the teaser video, in a slick HHS-branded studio with ominous music playing in the background, Kennedy bills it as a new way to expose corruption and lies that have made Americans sick.

“We’re going to name the names of the forces that obstruct the paths to public health,” Kennedy says in the nearly 90-second clip.

We all know where this is going. Before entering into government, Kennedy hosted his own podcast previously. It covered such sane topics as:

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  1. Google and Mind Control
  2. Vaccines During Pregnancy (featuring anti-vaxxer Lyn Redwood)
  3. EMR, Cell Phones, & Cancer
  4. IRS: Pro-Pharma Anti-Health
  5. Censorship & Twitter Files with Matt Taibbi

So, you know, a conspiracy theory podcast, featuring all of Kennedy’s favorite topics. Anyone looking at this podcast as a source of information is clinically insane. This is just another megaphone through which to growl his anti-science, anti-medicine conspiratorial views. That he is making history in doing so when he has far better things he could be doing is simply the rotten cherry on top of this shit sundae.

Tyler Burger, HHS digital communications manager and the producer of the new podcast, said while Food and Drug Administration Commissioner Marty Makary has a podcast, officials believe Kennedy’s will be the first to be hosted by a sitting cabinet secretary.

“We’re kind of bringing podcasting into the government as an official form and arm of our messaging,” Burger said. He said the set for the show was pieced together largely with items the agency already had, and has the capacity for a total of four people to sit in conversation together.

While I appreciate Kennedy for giving me what will surely be much, much more about which to write, there is danger in this. You can be sure that Kennedy will not be inviting dissenting viewpoints onto his show. Anyone coming across it, with the imprimatur of a sitting Secretary as its host, may fall victim to thinking that what is being presented is official federal policy, the viewpoints of real doctors and scientists, or… you know… sane.

It won’t be any of that. I sincerely hope someone in the White House catches wind of this and puts a stop to it. Sadly, I doubt that is forthcoming.

Filed Under: donald trump, podcast, rfk jr.

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Sony Is Making a Bloodborne Animated Movie With YouTuber JackSepticEye

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At CinemaCon in Las Vegas, amid plenty of insider film industry news, Sony announced that it’s making an animated film adaptation of Bloodborne, a cult classic horror action game from the makers of Dark Souls and Elden Ring

Sony didn’t reveal much about the animated film, keeping plot details under wraps and offering no information about its release date. It’ll will be produced by PlayStation Productions and Seán McLoughlin, better known to the world as the YouTuber JackSepticEye, though Sony didn’t elaborate on the extent of his involvement. McLoughlin has racked up millions of views for his videos playing Bloodborne and other games made by FromSoftware.

The only other hints about the Bloodborne film come from its other named producer, Lyrical Animation, the studio formed last November from adult animation firm Line Mileage. That production company had previously announced a Death Stranding feature film after its lead partners worked on animated series for adults, including Tomb Raider: The Legend of Lara Croft and Castlevania.

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Bloodborne, released in 2015 on the PlayStation 4, is a gothic horror game that follows FromSoftware’s formula of high-difficulty action popularized by the Dark Souls series. In Bloodborne, players take on the role of a monster hunter who descends on the cursed city of Yharnum on the night when nightmares roam the streets. 

An instant classic upon release for its tough but rewarding gameplay, iconic bosses and mysterious lore, Bloodborne has built a cult following over the years. That legacy has been complicated by the fact that publisher Sony Interactive Entertainment has neither released the game on other platforms nor remastered it. Fans remain hopeful for an update to modern consoles and PC, especially since the original PS4 release was limited to a now-archaic (and inconsistent) 30 frames per second and HD (1080p) resolution.

When I interviewed FromSoftware president Hidetaka Miyazaki — creator of Demon’s Souls, Dark Souls, Bloodborne and Elden Ring — I asked which of the games he worked on was his favorite. He said the first Dark Souls and Bloodborne “left a very big impression on me.”

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Sony Pictures and PlayStation Production also announced that the Helldivers film adaptation, directed by Justin Lin (The Fast and the Furious, Star Trek Beyond) and starring Jason Momoa, will be released on Nov. 10, 2027.

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Today’s NYT Mini Crossword Answers for April 14

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Looking for the most recent Mini Crossword answer? Click here for today’s Mini Crossword hints, as well as our daily answers and hints for The New York Times Wordle, Strands, Connections and Connections: Sports Edition puzzles.


Need some help with today’s Mini Crossword? Read on for all the answers. And if you could use some hints and guidance for daily solving, check out our Mini Crossword tips.

If you’re looking for today’s Wordle, Connections, Connections: Sports Edition and Strands answers, you can visit CNET’s NYT puzzle hints page.

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Read more: Tips and Tricks for Solving The New York Times Mini Crossword

Let’s get to those Mini Crossword clues and answers.

completed-nyt-mini-crossword-puzzle-for-april-14-2026.png

The completed NYT Mini Crossword puzzle for April 14, 2026.

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NYT/Screenshot by CNET

Mini across clues and answers

1A clue: Word after “lily” or “launch”
Answer: PAD

4A clue: “That criticism makes total sense!”
Answer: FAIR

5A clue: Apology after a 1-/4-Down
Answer: SORRY

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6A clue: Two in a double play
Answer: OUTS

7A clue: Sneaky
Answer: SLY

Mini down clues and answers

1D clue: With 4-Down, spilling wine on the carpet or bringing uninvited guests
Answer: PARTY

2D clue: Puts on TV
Answer: AIRS

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3D clue: Like summers in a Mediterranean climate
Answer: DRY

4D clue: See 1-Down
Answer: FOUL

5D clue: Castaway’s call for help
Answer: SOS

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Microsoft admits Game Pass may have gotten too expensive

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An internal memo obtained by The Verge shows Xbox’s new CEO, Asha Sharma, acknowledging that Game Pass has grown too expensive. Microsoft is now exploring lower-cost subscription tiers, though no firm timeline has been set.
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Blackmagic's camera for Apple Vision Pro content is now available for $30K

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Blackmagic’s URSA Cine Immersive camera for Apple Vision Pro content can now be ordered, if you have $30,000. Here’s what it can do, and who it’s for.

Large professional 3D stereoscopic video camera with twin front lenses, top carrying handle, side control panel and display, mounted on a compact base against a plain dark blue background
Blackmagic’s URSA Cine immersive camera is here.

Announced back in June 2024, the high-end camera was presented as an end-to-end workflow for the Apple Immersive Video format used by the Apple Vision Pro. Apple Immersive Video delivers 8K 3D video with a 180-degree field of view, along with support for Spatial Audio.
With the Apple Vision Pro, Apple delivered immersive 3D video experiences, giving wearers the chance to re-live their favorite moments with the help of formats such as Spatial Video. Exclusive content, in a special format called Apple Immersive Video, is also offered on the headset.
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OpenAI sees ‘staggering’ demand for Amazon offering, says Microsoft partnership held it back

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An new OpenAI memo touts the Amazon partnership as a key enterprise growth driver. (GeekWire File Photos)

OpenAI’s partnership with Microsoft helped launch the generative AI era. Now Amazon is bringing the ChatGPT maker further into the booming market for enterprise AI.

That’s the takeaway from an internal memo distributed over the weekend by Denise Dresser, OpenAI’s chief revenue officer. The memo touted the Amazon Web Services alliance as a key enterprise growth driver for the ChatGPT maker, according to a CNBC report.

“Our Microsoft partnership has been foundational to our success. But it has also limited our ability to meet enterprises where they are — for many that’s Bedrock,” Dresser wrote, referring to the AWS AI model platform. “Since we announced the partnership at the end of February, inbound demand from our customers for this offering has been frankly staggering.”

It’s a high-profile endorsement for AWS, the leading cloud platform by market share, and perhaps Amazon’s best answer yet to the persistent perception that it was caught flat-footed by the generative AI boom sparked by the launch of ChatGPT in November 2022.

The OpenAI-Amazon relationship has come full circle. As GeekWire previously reported, AWS was actually OpenAI’s first cloud partner, providing computing resources at the lab’s founding in 2015, before Microsoft swooped in.

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A decade later, Amazon and OpenAI in February struck a $50 billion investment and a cloud deal worth more than $100 billion over eight years.

Microsoft’s deal with OpenAI remains intact. Azure is still the exclusive host for OpenAI’s core APIs, and Microsoft retains its intellectual property license and revenue-sharing arrangement, including a share of revenue from OpenAI’s partnerships with other cloud providers.

Dresser’s memo also took aim at Anthropic, whose Claude model has emerged as the popular favorite in enterprise applications and software development. She said Anthropic made a “strategic misstep to not acquire enough compute,” echoing a separate OpenAI memo to investors that characterized Anthropic as “operating on a meaningfully smaller curve.”

Amazon also has a major investment in Anthropic, having committed $8 billion to the Claude maker. Both Seattle-area tech giants now hold stakes in the two leading AI labs, showing how quickly the era of exclusive AI partnerships has given way to a messier set of alliances.

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