Monday, 2 June 2025

The Israeli-Palestinian Conflict Beyond Traditional Narratives

The Israeli-Palestinian conversation has hardened into two stale grooves: final-score punditry (“who’s winning?”) and moral spreadsheets (“who’s worse?”). The obstacle to resolution is deeper and older. The two national movements were forged in the post-Ottoman scramble for ethnically homogeneous states, and each now treats its founding trauma as a veto on compromise. Israelis translate insecurity into an existential imperative; Palestinians distil dispossession into the heart of their identity. This essay explores how mutual denial, more than land or ideology, sustains the conflict and considers what it might take to end it.

Fairness does not require that every party be treated identically, only that their choices are weighed against their freedoms, constraints, intentions, and consequences.

The pages that follow foreground local Israeli and Palestinian perspectives, not those of distant diasporas. Much remains unsaid and many viewpoints unrepresented, but the narrative condenses a century of shared ordeals and diverging hopes. Reading time: about 25 minutes. Use the linked table of contents to jump straight to any section. References are given at the end.



Table of contents

Section

Summary

I. The Israeli Story (5 min)

Traces the evolution of Israeli identity from Zionist rescue-mission to regional powerhouse, showing how trauma, wars, and settlement policy shaped today’s security-first mindset.

II. The Palestinian Story (5 min)

Recounts the Nakba, occupation, and political fragmentation, highlighting how dispossession and daily restrictions fuel both resistance and despair.

III. Empire’s End and the Age of Displacement (4 min)

Sets the conflict in the wider post-Ottoman upheaval, where nation-building across the Middle East and Balkans was driven by forced migrations and ethno-national homogenisation.

IV. Agency and Accountability (3 min)

Examines key decisions made by Palestinian and Israeli leaders, arguing that both sides retain moral agency despite structural constraints.

V. Gaza (4 min)

Explores the disengagement, Hamas’s ascent, the blockade, the 7 October 2023 attack, and the ensuing war as a case study in failed strategy and mounting humanitarian cost.

VI. A Way Forward? (2 min)

Outlines the prerequisites for reviving a two-state horizon: mutual recognition, institutional reform, and incremental confidence-building, while acknowledging current political headwinds.

VII. A Reckoning (3 min)

Concludes that durable peace requires reciprocal moral introspection and the slow work of compromise, offering lasting dignity that defiance alone cannot deliver.



I. The Israeli Story

There is no single Israeli narrative. Zionism, from its beginnings, contained multitudes: secular socialists, religious traditionalists, and right-wing nationalists, all competing to define its character. That internal tension continues to this day. However, there are common elements in most of these narratives that a majority of Israelis agree on.

For the Jewish people, the founding of Israel in 1948 was not an act of conquest, but of reconstitution. After centuries of exile, marginalization, pogroms, and finally genocide, Zionism emerged not just as a nationalist project but as a civilizational lifeline. The horrors of the Holocaust cemented for Jews a conviction that safety could never again be left to the goodwill of others. A state in their ancestral homeland would guarantee their survival and be their bulwark and last line of defence.

The major wars of Israel's history, in 1948, 1967, 1973, were existential in both rhetoric and substance. Surrounded by hostile neighbors, some openly vowing annihilation, Israelis developed a worldview where eternal vigilance became virtue. Even as Israel evolved into a technological and military powerhouse, this siege mentality persisted, fed by rocket fire, suicide bombings, and, sometimes, diplomatic isolation.

Israelis have not been passive spectators of attempts to peaceful resolution. Even before the creation of Israel, there were moments of compromise pursued. The original British Mandate for Palestine, as envisioned at the 1920 San Remo Conference, encompassed both sides of the Jordan River.

In 1921, Britain administratively separated Transjordan from the rest of the mandate, effectively excluding it from the provisions concerning a "Jewish national home." This arrangement, later ratified by the League of Nations, created an Arab state east of the Jordan river. To many Zionists, this already constituted a major compromise, limiting the territorial scope originally imagined for Jewish self-determination. Others simply accepted it as a concession to political pragmatism.

In 1937, the Peel Commission recommended partitioning the remaining land west of the Jordan river into separate Jewish and Arab states. The Jewish leadership accepted the principle but rejected the borders; the Arab leadership rejected it outright. Tensions intensified. The 1939 British White Paper, issued just before the Holocaust, reversed the Balfour Declaration’s trajectory by severely restricting Jewish immigration to Palestine at a time when European Jews were desperately seeking refuge. 

In 1947, while the smoldering embers of the Holocaust still burned in memory, the United Nations again proposed a two-state plan. Again, the Jewish Agency accepted it, while Arab leaders and surrounding states rejected it and launched a war against the nascent state. Roughly one percent of Israel’s Jews were killed in the 1948 War of Independence, and a striking share of the dead were Holocaust survivors, some of whom had been in displaced-persons camps only weeks earlier.

These early refusals to compromise left a deep mark on Israeli political consciousness and helped entrench a suspicion that Arab rejectionism, not Israeli intransigence, was the root obstacle to peace. Complicating matters further, after the war in 1948, roughly 800,000 Jews were expelled or fled from Arab countries such as Iraq, Egypt, Libya, and Yemen, where they had lived for centuries. Most of these Mizrahi and Sephardi Jews were absorbed into the young Israeli state, often in harsh conditions. Their story, too, became part of the region's great unraveling. This mass displacement has largely been forgotten in international discourse, but for many Israelis it reinforced the sense that the Jewish people could never rely on their neighbors for protection or permanence, only on themselves.

In more recent history, from the Camp David Accords to the Oslo Process and the Gaza Disengagement, Israeli leaders, particularly from the left, made repeated efforts to find a resolution. These efforts were often met not with compromise but with violence, from the Second Intifada to the rise of Hamas. The collapse of these hopes helped shatter the Israeli left and emboldened security-first politics.

Yet power should be matched by accountability. The Israeli occupation that followed the war in 1967, while born of security imperatives, has uncomfortably calcified into something more permanent. Over 50 years of military control, settlement expansion, and legal stratification have embedded a dual legal regime in the West Bank. Many Israelis still view the territory chiefly as a strategic buffer and only secondarily as a historic or religious claim, yet the security rationale has, for some, evolved into a conviction of permanent entitlement.

Much of the international community condemns Israeli settlements in the West Bank, yet that criticism often overlooks both the Jewish people’s ancient attachment to Judea and Samaria and the Jewish communities that survived there until 1948. When Jordan took control of the area (1948–1967), those ancient communities were uprooted, dozens of synagogues were demolished or left in ruins, and Jews were barred from visiting holy places despite armistice promises of free access.These experiences still shape Israeli fears of relinquishing territory without firm guarantees of religious freedom and minority rights.

With the legal and political status of post-1967 settlements highly contested, a deeper moral question looms: should Jewish presence in a future Palestinian state be inherently illegitimate? Roughly a fifth of Israel’s citizens are Arabs who vote, hold office, and participate in civic life. At the same time, the Palestinian national movement continues to uphold the “right of return,” at least symbolically, for millions of refugees and their descendants. Should a credible vision of peace not also contemplate a future in which Jewish families might also live peacefully in Palestine, not as settlers or occupiers, but as ordinary Palestinian citizens and a protected minority? If coexistence is expected of one side, can it be categorically denied to the other?

Calls for the total removal of Jewish residents from future Palestinian territories, if presented as a non-negotiable precondition for peace, risk echoing a darker period of exclusion and undermining the very principle of pluralism that a just resolution requires.



II. The Palestinian Story


The Palestinian story is also not a single narrative. But, here again, there are common threads that most Palestinians agree on, woven from memory, loss, endurance, and unrealized statehood.

For Palestinians, the birth of Israel is synonymous with the Nakba, the catastrophe. In 1947, Palestine’s Arab majority still tilled nearly three-quarters of the land. After the 1948 war, over 700,000 Palestinians fled or were expelled. Entire villages were erased, families shattered. To this day, many of their descendants remain stateless, living in camps across the region in legal limbo. The Nakba is therefore not only a historical trauma, it is experienced as a daily inheritance.


Armistice lines froze Palestine into three non-contiguous spaces: the West Bank under Jordan, Gaza under Egypt, and the rest under the new State of Israel. No Palestinian state emerged from this arrangement. Refugee camps in Jericho, Khan Younis, Tyre, and Damascus became improvised cities of canvas and concrete where the right of return was taught before everything else.

After the 1967 war, which brought Gaza and the West Bank under Israeli military control, Palestinian despair deepened. What many Palestinians expected to be a brief military rule ossified into the longest occupation of the modern era. The resulting sense of deadlock deepened Palestinian frustration and energised the national movement. The Palestine Liberation Organization (PLO) tied liberation to armed struggle and, over the years, gained momentum and international attention. 

The deadlock finally burst into the First Intifada (1987-1993), a largely grassroots uprising of strikes, boycotts and street clashes that put the Palestinian question back on the world’s front page.

During the revolt the PLO formally accepted a two-state solution and recognised Israel. That shift, plus American and Arab diplomatic pressure, led to the 1991 Madrid Conference and, secretly, to the back-channel Oslo talks.

The Oslo accords in 1993 and 1995 transferred limited powers and responsibilities to the newly formed Palestinian Authority, but also fragmented the West Bank into Areas A, B, C and isolated Gaza. Inside this quasi-state, a culture of resistance emerged that sometimes prioritized symbolism over strategy, while Israeli settlement expansion continued. 

Subsequent attempts at resolution, in 2000 and 2008, also failed. In 2000, at Camp David, Ehud Barak and Bill Clinton offered a framework including parts of East Jerusalem; Yasser Arafat refused, citing inadequate sovereignty and lack of resolution for refugees. Negotiations gradually collapsed as the Second Intifada erupted.  Another attempt was made in 2008, when Ehud Olmert offered roughly 90-95 percent of the West Bank plus land swaps, a shared Jerusalem administration, and a refugee-compensation mechanism. Mahmoud Abbas, constrained by Hamas-Fatah rivalry and doubts about Olmert’s political survival, remained skeptical and never signed. From a Palestinian perspective, both initiatives failed less because of internal paralysis than because key demands, like full sovereignty in East Jerusalem, viable territorial contiguity and a just solution for refugees, remained unmet.

These missed moments were not purely the result of maximalist ideology. They were also shaped by fear: of backlash, of making irreversible compromises, of legitimizing what many saw as a permanent loss. The leadership’s hesitancy mirrored the population’s disillusionment.

Even today, most Palestinians feel disappointed by their leadership, betrayed by Arab nations who use their cause symbolically while offering limited tangible support, and abandoned by the international community. In their eyes, the statehood dream is receding. The key issues in peace negotiations, final borders, Jerusalem, refugees, mutual recognition, remain unresolved. For Palestinians, accepting limited sovereignty in a fragmented archipelago of territory while relinquishing the right of return is widely seen not as peace, but as surrender. This perception has only deepened over time. When politics offer no dignity and diplomacy no return, resistance becomes the vocabulary of identity.

The Palestinian political landscape remains fractured and stagnant. Hamas rules in Gaza through an authoritarian Islamist administration that tolerates little dissent. The Palestinian Authority governs the West Bank with little democratic legitimacy or political efficacy. 

Many Palestinians no longer believe in a two-state solution, not necessarily out of rejectionism, but from frustration and despair. Their leaders have failed them, and their faith in peace has withered. But despair must not be confused with a blanket rejection of coexistence. A large part of it reflects the erosion of credibility after decades of failed negotiations, unmet promises and vanishing horizons.

Palestinian leadership has historically failed to prioritize pragmatic state-building over ideological maximalism. Opportunities to compromise were missed. Radicalization was allowed to grow. Instead of developing democratic norms or economic resilience, the struggle became its own justification. The duty to resist.

Yet behind the failures of leadership and ideology are the quieter, daily struggles of Palestinians experiencing life under occupation. For most, the conflict is not only a matter of diplomacy or resistance, but of navigating a world shaped by uncertainty and restriction. Whether it's the challenge of securing travel permits, delays at checkpoints, building restrictions, or limited access to resources and services, these constraints form the mundane reality of life for millions. 

These are not spectacular acts of violence but the persistent friction of a system that curtails autonomy and predictability. Even amid these conditions, communities adapt, schools function, businesses operate, and families strive to maintain some sense of normalcy. 

This resilience is not heroic, but habitual. What endures is not only frustration or grievance, but an insistence on dignity and perseverance in the face of uncertainty. It is this quieter resilience that forms the backbone of a people still seeking self-determination, still demanding that their history not be erased, and their future not be denied.

Seventy-seven years after the Nakba, Palestinians face a stark ledger: no sovereign state, shrinking territory, fragmented leadership, 2.3 million people penned into Gaza’s ruins, and a West Bank carved by walls and settler roads. 

Despite fatigue, two convictions persist across all Palestinian factions. First, self-determination: the land between river and sea is seen as the Palestinians’ ancestral homeland, and statehood, or equal citizenship, remains a key demand. Second, the right of return, as codified in UN Resolution 194 and engraved on camp murals, is as much a demand for acknowledgment as for physical repatriation. Polls show most refugees would accept a symbolic implementation, yet few will concede the principle while their dispossession goes unnamed.


III. Empire’s End and the Age of Displacement

To understand why Zionism emerged the way it did, and why Palestinian resistance took the form it did, it helps to step back and look at the wider historical and regional canvas on which these movements took form. 

The collapse of the Ottoman Empire did not simply redraw political maps, it unleashed a wave of ethnic displacement, nationalist fervor, and violent state formation that engulfed the region. The new Middle Eastern and Balkan nation-states that emerged from the imperial wreckage were rarely ethnically homogenous. Instead, they gradually became homogeneous by design, by forging new national myths of ethnic identity, and by means of war and forced migration.

In this context, Zionist claims to a national home were not historically unique, but rather one example among many of a people seeking nationhood in a world rearranged by power politics and imperial collapse. Jews, unlike many other ethnic groups, were not concentrated in a single geographic region of the Ottoman empire. From Baghdad to Istanbul to Thessaloniki and Jerusalem, they were a dispersed minority with no autonomous territorial unit to claim. And while they were generally regarded as second-class citizens under Islamic law, life for Jews in the Ottoman Empire was, for the most part, markedly safer and more stable than in much of Europe.

The Balfour Declaration’s promise of a national home in Palestine, later formalized in the British Mandate, applied to a relatively small area of the Ottoman Empire, when compared with the sweeping territories claimed by other emerging nationalisms. While relatively vague in its geography, the declaration translated, in practice, into a vision of Jewish refuge in a land already inhabited, with no pre-existing Jewish majority or territorial autonomy.

Importantly, the envisioned Jewish homeland was never meant solely for Jews living under Ottoman rule. The epicenter of political Zionism was Europe, not the Levant. From the pogroms of Tsarist Russia to the racial ideologies of Central Europe, Jews faced escalating persecution. Theodor Herzl articulated Zionism not from Jerusalem but from Vienna and Paris, where integration had failed and antisemitism flourished. By the 1930s, as fascism rose and immigration quotas closed off escape routes, the idea of a Jewish refuge ceased to be political theory; it became a matter of survival.

Meanwhile, across the former Ottoman domains, dramatic population movements were becoming the grim norm. The 1923 Greco-Turkish population exchange, imposed under the Treaty of Lausanne, uprooted and resettled about 1.6 million people: 1.2 million Anatolian Greeks and 350,000-400,000 Muslims from Greece, based on a vision of ethno-religious separation as a guarantee of stability. Earlier, the Armenian genocide of 1915–17, together with subsequent deportations, had all but erased a centuries-old Armenian presence in eastern Anatolia, shattering another of the former empire’s historic communities.

This pattern, where the construction of a new national identity required the removal of “others”, was widespread. The Israeli-Palestinian conflict is often framed as an anomaly, but in truth, it was part of a much broader, blood-streaked age of displacement. That does not excuse any one side's failures or excesses. But it does remind us that this is part of a greater tragedy between peoples caught in the gears of a collapsing empire and the brutal reality of new nationhood.

The idea of a state with a dominant ethno-national identity is therefore not uniquely Israeli. Many of these new nations defined themselves around a core national group and exchanged populations. What matters is not the presence of a dominant identity, but the presence of rights: for minorities, for dissenters, for those who do not conform to the majority’s vision of belonging.

If Israel’s Jewish character is subject to scrutiny, then so too must be the ethno-religious character of dozens of other states. The point is not to deflect criticism of Israel’s actions, but to demand a consistent framework of critique, a universal standard. National identity becomes dangerous not when it exists, but when it becomes exclusionary.

IV. Agency and Accountability

Both Israelis and Palestinians possess agency. They are not puppets of history or prisoners of circumstance. They make choices, and these choices shape the course of the conflict as much as the structures they inherit.

Palestinian leaders made consequential choices even in the earliest phases of the conflict. During the 1936-1939 Arab Revolt, Jewish civilians and British officials were targeted. Haj Amin al-Husseini, the Grand Mufti of Jerusalem, collaborated with the Nazis and incited violence against Jews fleeing persecution, decisions that haunt the moral credibility of early Palestinian leadership to this day.

After 1948, Arab states claimed to champion the Palestinian cause, but often used it for their own strategic ends, leaving the Palestinians stateless and dependent. In more recent times, Hamas's decisions, launching rockets, embedding military infrastructure in civilian areas, ruling with an iron fist, are choices. They incur moral responsibility. At the same time, many Palestinians have pursued paths of nonviolent resistance, civic education, and cultural preservation, efforts often sidelined by both their own leadership and the Israeli government.

Israel, in turn, is reckoning with its own history and policies. Early Zionist settlers, though motivated by utopian ideals, often purchased land from absentee landlords under Ottoman law, displacing Arab tenant farmers in the process. While legally sanctioned, the effect was one of dispossession, and it sowed the seeds of resentment that would deepen over decades. Both communities committed acts of violence, and Jewish self-defense groups at times targeted civilians. From the late 1960s, a series of Israeli governments have permitted settlers beyond the 1967 lines, turning a short-term security arrangement into a semi-permanent claim.

Today, with sovereign power and overwhelming military superiority, Israel must distinguish between defending itself and entrenching the occupation. But the threats Israel needs to contend with do not come only from Hamas, but from a wider arc of hostility: Hezbollah in Lebanon, the Houthis in Yemen, and above all, the influence of Iran, which funds and arms these proxies while advancing its strategic ambitions across the region. These threats are real, multi-directional, and cannot be dismissed as paranoia. They complicate any strategic calculus and heighten Israel’s security anxieties. Israeli commanders therefore argue that some occupied ground is simply non-negotiable until negotiations resume and a reliable security architecture is in place. 

But these dangers do not absolve Israel of the need to address the conditions of ongoing occupation of Palestinian territories. They underscore that the occupation is not simply a local or bilateral issue; it is a layer within a larger regional puzzle. Israel’s security policies must contend with existential threats, but also with the moral cost of indefinite oppression of another people. 

Recognizing that complexity highlights the urgency of a more sophisticated strategy, one that defends against external threats without normalizing permanent dispossession. Continued settlement expansion and harsh discriminatory policies are not strategies of defense; they are strategies of entrenchment, and they blur the line between security and domination.

The asymmetry of power is real. The threats are real. But so is the lack of visionary leadership. Neither side currently shows the consistent political will to champion coexistence above grievance. And nowhere is this blurring of lines, between fear and aggression, defense and punishment, more evident than in Gaza.


V. Gaza

A common belief among Israelis is that the 2005 disengagement from Gaza proves the futility of withdrawal. Israel unilaterally dismantled its settlements, pulled out its military, and left Palestinians to self-govern. Practically, Ariel Sharon’s government judged that safeguarding about 8,000 isolated settlers amid more than a million Gazans was draining troops and money, so pulling out would cut casualties, lower costs, and free resources to defend the larger settlement blocs in the West Bank.

In the 2006 Palestinian legislative elections, Hamas, an Islamist movement openly committed to Israel’s destruction and rejection of the Oslo framework, won a parliamentary majority. A year later, it consolidated control after a bloody clash with Fatah. Reassurances demanded by the UN were rejected and diplomatic and financial quarantine was imposed. Israel and Egypt responded with strict containment. Qatar and Iran quickly moved in and replaced some of the lost money flows. What followed was not quiet, but rocket fire, kidnappings, and repeated violence. To many Israelis, this confirmed a brutal logic: compromise invites catastrophe.

Hamas entrenched its rule through violence and suppression, cancelling elections, jailing critics, building smuggling tunnels, and purposely embedding rocket launchers and military infrastructure in civilian areas.

Israel’s concern about border security, arms trafficking, and terror cells is grounded in painful and repeated experience. No state can be expected to ignore threats on its doorstep. But security controls are one thing; economic suffocation another. Sweeping limits on exports, construction materials and worker travel hollowed out Gaza’s economy. Intermittent international aid freezes, Egyptian border closures and Hamas’s own priorities compounded the collapse.

Gaza remains a parable of failed strategy. Over the years, billions in aid flowed into an enclave whose borders, airspace, and economy remained tightly restricted. Hamas continued to prioritize armed struggle over effective governance. The international community offered funding, but no cohesive framework, and no viable economic or diplomatic horizon. There was no plan to deflate extremism. That policy mix didn’t just contain threats; it perpetuated abuse and entrenched despair.

On 7 October 2023 thousands of Hamas-led militants broke through the Gaza-Israel barrier, overrunning nearby kibbutzim, towns and army bases. About 1,200 people, roughly two-thirds of them civilians, were killed and 251 hostages were dragged into Gaza. Israel’s response was swift and expansive: air and artillery strikes, followed by a ground invasion. The campaign, still ongoing at the time of writing, has left Gaza in ruins. The human toll has been staggering. International sentiment, which initially almost universally condemned Hamas’s massacre and affirmed Israel’s right to self-defence, has steadily shifted toward sharp criticism of Israel’s conduct and increasing calls for an immediate cease-fire as civilian casualties rise and humanitarian access remains constricted.

Many that rally to Israel’s cause insist that Hamas must no longer govern Gaza because, while it does, both Israelis and Gazans will keep paying the price. The concern is well founded, yet it raises a crucial question: What alternative future did Israel, or anyone else, put on the table?

An Israeli government that was less ideologically shackled, rather than merely responding militarily, could also have articulated a vision of a future for Gazans beyond Hamas. It could have said: "We must ensure that Hamas can no longer operate from Gaza. But here is what life might look like the day after Hamas."

Such a vision would never be Israel’s alone to draft or deliver. With Egypt, key Arab states, and the wider international community, Israel could have sketched a roadmap: a temporary multinational security presence, ring-fenced reconstruction funds, monitored civil infrastructure, an education overhaul, and a staged path to autonomy and representative governance. It could have planned for more transparency and accountability, without compromising operational security. This would not only have isolated Hamas ideologically, it would have offered Gazans something Hamas never could: a way out of the cycle of despair.

The failure to articulate this possibility has allowed Hamas to claim the mantle of defiance and victimhood unchallenged. Vigilance eclipsed vision. And in the absence of vision, each side has drawn the wrong lesson: that compromise invites catastrophe, and that continued suffering confers moral authority.

But there will come a time to rebuild from the ruins. In March 2025, mass protests erupted across Gaza. Civilians called not just for an end to the war, but for an end to Hamas rule. The response from Hamas was brutal: mass arrests, violent suppression, and the killing of protesters.

Yet these protests revealed a deeper truth: many Gazans are fed up. They reject both occupation and repression. And they are ready for change.


VI. A Way Forward?

Perpetual occupation is costly and corrosive. The two-state solution is invoked almost reflexively yet believed by few: decades of violence, settlement expansion, and stalled diplomacy have hollowed out trust on both sides. Still, the absence of better options does not make it easily dispensable. A single bi-national state, with equal rights for all, remains beyond reach because Israelis and Palestinians do not agree on many things, including a common narrative of national purpose.

Any new effort must begin with mutual recognition: not only of political borders, but of historic narratives. Israelis will need to acknowledge the Palestinian dispossession as real and traumatic. Palestinians will need to accept that Jewish self-determination is not some colonial scheme, but the revival of a people long persecuted and repeatedly expelled from their ancestral lands. Jewish self-determination, like that of the Kurds, Armenians, or Palestinians, is rooted in the classical criteria of peoplehood recognized by international law: a shared history, a collective identity, and an enduring attachment to a particular territory. To delegitimize it outright, as some modern critics do, is not principled anti-colonialism, it is selective erasure.

Progress also requires abandoning maximalist dreams in favour of coexistence as a practical survival strategy. Important voices in Israel continue to advocate for this vision, loudly, among civil society groups, minority parties, and former security officials, even amid ongoing political polarization and recurrent violence. Mass-protests against the excesses of the current administration are intense, frequent and well attended. These groups continue to insist that Israel’s security and democracy require a credible political horizon for Palestinians.

On the Palestinian side, such voices are markedly fewer, often silenced or marginalized within a fractured political system. But such voices exist. One of the few remaining figures who commands broad respect across Palestinian factions is Marwan Barghouti, a Fatah leader imprisoned since 2002. Barghouti has long advocated for a two-state solution based on the 1967 borders, and has repeatedly emphasized the importance of democratic reform and nonviolent resistance within Palestinian society. While a controversial personality, given his conviction for orchestrating attacks during the Second Intifada, he has nonetheless repeatedly issued calls from prison for unity, compromise, and a strategic pivot away from destructive impasses. His stance is noteworthy precisely because it blends grassroots credibility with a vision that acknowledges both Palestinian aspirations and Israeli fears. Yet he still languishes in prison.

The disparity is therefore not merely ideological, it is structural. Israel’s institutions, for all their flaws, still tolerate boisterous public dissent; the Palestinian arena suffers from fragmented authority, the absence of national elections since 2006, while overlapping controls imposed by Israel, the Palestinian Authority, and Hamas stifle open debate. Until Palestinians restore institutional coherence, rebuild civic legitimacy through elections, and rally around a unifying reform agenda, even the most persuasive advocates of compromise will find it hard to mobilise their society and to convince external partners whose backing any meaningful political reset will require.


VII. A Reckoning

This conflict endures not because one side is fully evil and the other fully righteous, but because both have hardened into roles they cannot easily shed. Victimhood becomes a claim to innocence and power becomes a shield from doubt. This is not to draw any moral equivalence between the two sides, but to point out facts. The tragedy, therefore, is not only that the fighting goes on, but that both sides currently cannot muster the will to imagine one another’s dignity.

Israel exists and has every right to protect its citizens. But it must not let security concerns ossify into permanent dispossession, or stretch the law beyond international limits. Lasting security can only come from compromise. Palestinians, for their part, are entitled to self-determination and a viable state, but that aspiration cannot rest on the fantasy of eliminating their neighbour. Israel is not leaving, and neither are the Palestinians. 

The Palestinian rallying cry will need to shift from toxic slogans like "From the river to the sea", widely interpreted as a call for the dismantling of Israel, to something that explicitly envisions peaceful coexistence: Two peoples, two homelands, one future. Such a vision reorients the movement from negation to negotiation, from symbolic absolutism to achievable justice. It also signals to Israelis and the international community that Palestinian aspirations are not predicated on another people’s erasure, but on mutual recognition and sovereign dignity. 

Israel, for its part, must signal, credibly and repeatedly, that it is ready to restart substantive talks, and to match security concerns with political horizons. Without such assurances, Palestinian moderates will remain exposed and extremists will set the terms.

The Palestinian national movement will ultimately have to disown eliminationist rhetoric and tactics that target civilians; not as a favour to Israel, but as a marker of its own political maturity and moral authority. Only then can a broad, pragmatic current take centre stage, one capable of winning sustained international backing and speaking convincingly to Israeli moderates. This would rekindle progressive forces within Israel, those still committed to peace, to regain political influence and re-engage in meaningful negotiation.

What Israel’s beleaguered center-left needs is a partner it can believe in, a Palestinian leadership with a clear and actionable vision rooted in coexistence rather than resistance and martyrdom. This will enable them to push back reliably and convincingly against far-right annexationism, and to freeze or reverse settlement expansion. It will not be easy, and rejection will come from entrenched ideologies on both sides. But there is no viable alternative that respects both people's aspirations. Lasting peace demands reciprocal courage, political imagination, and an unshakeable commitment to both peoples’ dignity and self-determination.

Of course these reflections are, for now, exercises on paper; outlines of longer-term compromises that may one day be possible. But are they likely? The conditions on the ground offer little room for hope, yet this is precisely why thought must precede action. Israel is drifting steadily to the right, under the pressure of demographic change and with religious nationalism reshaping its institutions and identity. It risks shedding the liberal and democratic ethos that once animated its founding. On the other side, Palestinians are gripped by despair, with a fragmented and corrupt leadership, and the acute sense of having been abandoned by the world. What is urgently needed is not yet another final-status blueprint, but the cultivation of breathing space, political, emotional, and intellectual, from which something fairer and more stable might eventually emerge. This can come in the form of returning the hostages, limited prisoner releases, a durable cease-fire in Gaza, a settlement freeze in the most sensitive areas, credible timetables for Palestinian elections. All of this can be disrupted by bad actors that want to maintain the status quo.

Justice will not come from slogans, righteous indignation or posturing. It will come from the slow, painful work of compromise, of acknowledging the other, revising one’s certainties, and choosing pragmatism over pride. Compromise can deliver something more lasting than continued defiance: real dignity that can be lived, not just proclaimed. And that, too, takes time; time to build trust, to heal wounds, to reshape narratives. Enduring change is a generational project.

That work remains. The land waits. History records.


References:
Books

  1. Yakobson, Alexander & Amnon Rubinstein. Israel and the Family of Nations: The Jewish Nation-State and Human Rights. Routledge, 2009.

  2. Morris, Benny. Righteous Victims: A History of the Zionist-Arab Conflict, 1881-2001. Vintage, 2001.

  3. Rashid Khalidi, The Iron Cage:The Story of the Palestinian Struggle for Statehood. Beacon Press, 2006.

  4. Glenny, Misha. The Balkans: Nationalism, War and the Great Powers, 1804-2011. Penguin, 2012.

  5. Baer, Marc D. The Ottomans: Khans, Caesars and Caliphs. Basic Books, 2021.

  6. Hobsbawm, Eric. The Age of Extremes: The Short Twentieth Century, 1914-1991. Abacus, 1995.

  7. Roberts, J. M. The Penguin History of the World. 6th ed., Penguin, 2014.

  8. Judt, Tony. Postwar: A History of Europe Since 1945. Penguin, 2005.

  9. Hobsbawm, Eric. Globalization, Democracy and Terrorism, Abacus, 2007.

  10. Sacco, Joe. Palestine. Fantagraphics Books, 2001.

  11. Eisner, Will. The Plot: The Secret Story of the Protocols of the Elders of Zion. New York: W. W. Norton, 2005.


Primary documents & historical reports

  1. Palestine Royal (Peel) Commission Report, Cmd. 5479. London: HMSO, 1937.

  2. UN General Assembly Resolution 181 (II), 29 Nov 1947 (Partition Plan).

  3. UN General Assembly Resolution 194 (III), 11 Dec 1948 (Refugees & right of return).


Contemporary reports & datasets

Item

Publisher & Date

Movement and Access in the West Bank: Fact Sheet – September 2024

UN OCHA oPt, 25 Sep 2024 OCHA OPT

Public Expenditure Review: Palestinian Authority

World Bank, Jan 2023 World Bank

Economic Monitoring Report to the Ad Hoc Liaison Committee

World Bank, Sept 2023 World Bank

Public Opinion Poll No. 95 (West Bank & Gaza)

PCPSR, 6 May 2025 PCPSR

Palestinian-Israeli Pulse: Joint Poll – Summary Report

PCPSR & Tami Steinmetz Center, 12 Sept 2024 PCPSR

Arab Barometer – Wave VIII: Palestine Report Part II

Arab Barometer/PSR, 2024 Arab Barometer

Report of the UN Fact-Finding Mission on the Gaza Conflict

UN HRC, A/HRC/12/48, 25 Sept 2012.

Israel and the Occupied Palestinian Territory – Annual Report 2024

Amnesty International, 2024.

Rebuilding Gaza after October 2023 (Middle East Report 243)

International Crisis Group, Mar 2024.


Saturday, 3 May 2025

The Unspoken Cost of Knowledge: How Academic Publishing Profits from Free Labor

When most people think of publishing, they imagine a writer being paid for their work, an editor polishing it, and a reader buying the final product. This transactional loop, however imperfect, makes a certain kind of economic sense.

Academic publishing, however, doesn’t follow this pattern. In fact, it inverts it.

In academic publishing, it is not the publishers that pay those who work to generate the content, it is the other way round. Then there are also the reviewers, experts in their particular fields, who are called upon to assess and review the content submitted by the authors before publication, a process that can take months with a lot of back and forth. They also work pro bono. Meanwhile, the publishers profit by charging either the readers through subscriptions or, more recently, the authors themselves through article processing charges (APCs). The result is a system where the people who create and validate knowledge are volunteering their time, while the organizations that distribute it turn a handsome profit.

This would be strange enough if it were a quirky side effect of bureaucracy. But it’s not. It’s the system. And it’s wildly profitable.

The Economics of an Asymmetry

Producing a peer-reviewed paper is not a trivial affair. Researchers spend months, sometimes years, gathering and analyzing data, refining arguments, and engaging with an ever-growing thicket of academic literature. When they’re finally ready to publish, they often face hefty charges just to make their work publicly available. Article processing charges commonly range from $1,600 to $4,000, with high-prestige journals charging much more. Nature, for instance, now charges over $12,000 for its Gold Open Access option.


Even when authors manage to publish without paying upfront, usually in subscription-based journals, universities and libraries still foot enormous bills to access that content. This is what makes the economic structure so peculiar: the costs are real, but they are rarely borne by the publishers. Independent studies estimate that the actual cost of processing and publishing a paper lies somewhere between $200 and $700. The rest? Pure profit.


And profit they do. Elsevier reported a 38% operating margin in 2023, a number that surpasses even tech giants like Apple or Alphabet. Springer Nature and Taylor & Francis reported margins in the 28% range and 35% range respectively. These are not the returns of a struggling industry. They are the hallmarks of a rentier model built on monopolizing access to knowledge.



To add insult to injury, authors often surrender copyright to their own work. That means they can’t freely share, reuse, or even publicly post their own findings, at least not in the final, published form, without explicit permission from the publisher. The content is no longer theirs. It belongs to the distributor.

Open Access: A Solution That Isn't

But what about Open Access journals? At first glance, Open Access seems like the fix we’ve all been waiting for: make all research freely available to everyone, no subscriptions, no gatekeeping. Knowledge for the many, not the few. And indeed, perhaps that was the intention, to remove paywalls and democratize access to scientific findings. But Open Access has not solved the problem. It has simply moved it.

Instead of charging readers or libraries to access research, publishers now charge authors to publish it. These are the aforementioned Article Processing Charges, often thousands of dollars per article, paid by researchers, their institutions, or more often, indirectly by the public through government-funded grants. So the cost hasn’t disappeared. It’s just been shifted upstream. The reader no longer pays, the writer does. And the writer’s wallet is frequently taxpayer-funded.

Meanwhile, the underlying business model remains intact. Publishers are still extracting massive profits, just from a different node in the chain. Worse, this system often introduces new barriers: now, if you want to publish in a prestigious journal, you don’t just need good ideas. You need funding. Researchers at underfunded institutions, in the Global South, or in fields with limited grant support, are once again priced out, not from reading the science, but from contributing to it.

The paywall hasn’t been demolished. It’s just been relocated.

The Oubliette

The academic publishing system persists because of an unspoken compromise between compliance and necessity. Academics know it’s exploitative, but early-career researchers are under immense pressure to publish in prestigious journals. For academics, especially early on in their careers, tenure, funding, credibility, it all hinges on where you publish, not just what you publish. 

So even when researchers are aware of the flaws, they cannot afford to not participate. It’s not apathy. It’s survival. Change, under these conditions, is not just difficult. It can be professionally dangerous.

On Academic Duty

Defenders of the system sometimes argue that writing and peer review are part of the  academic job, already paid for by salaries, grants, or public funding. Why not then consider peer review as a kind of civic duty? The problem is that this narrative overlooks the broader structure. First, academic salaries are modest, often significantly lower than those offered to individuals with comparable skills in industry. Most academics work on precarious contracts, with limited institutional support. Second, publicly funded research should be accessible to the public, not hidden behind paywalls that restrict its reach and impact. Third, tax money intended to support the advancement of science should not be diverted to enrich private publishing companies, but should instead be reinvested into further research and education. Fourth, the time and effort dedicated to peer reviewing and revising articles comes at the expense of teaching, mentoring, and conducting new research, core activities that universities and the public explicitly value. 


Peer review is essential labor. Without it, the entire edifice of scholarly communication collapses. And yet it is invisible in tenure files, promotion cases, and annual evaluations. It is uncredited, unremunerated, and often thankless.


There are broader implications, too. High APCs and subscription costs deepen the divide between wealthy institutions and the rest of the world. Researchers in lower-income countries, or even underfunded departments, simply can’t afford to participate in this system, either as authors or readers. The result is a kind of epistemic inequality: knowledge flows downhill, access is tiered, and entire regions are locked out of the global scientific conversation.

Reform and Solutions

Given these inequities, it is clear that reform is needed. One promising model is exemplified by platforms like the Open Journal of Astrophysics, which uses the arXiv preprint server as its submission system. Here, articles are submitted openly and peer reviewers are assigned to evaluate the work transparently. This system minimizes costs, maximizes accessibility, and keeps ownership with the researchers. This model could be expanded. Universities and consortia could collaborate to host decentralized, nonprofit journals. These would restore control to the scholarly community and reduce dependence on commercial platforms.


Alternatively, the publishing industry could introduce a model where both authors and reviewers are remunerated for their contributions. Reviewers could receive base compensation for their evaluations, with opportunities to earn higher rates for thorough, well-argued, and respectfully conducted reviews. Outstanding reviewers could be recognized through formal credentials and higher pay rates, encouraging a culture of constructive and diligent peer review. Authors could also be provided with modest stipends to offset the hidden costs of article preparation and revisions. Such a system would not only reward academic labor fairly but also improve the overall quality, rigor, and civility of scholarly communication.

Such reforms wouldn’t just create fairer conditions. They’d likely improve the quality, speed, and rigor of scholarly communication as a whole.

Reclaiming the Commons

Researchers themselves also have a role to play in driving change. Before achieving tenure, they can carefully balance the need to publish in high-impact journals with efforts to also submit work to reputable, low-cost open-access venues whenever possible. They can advocate for transparency in peer review and promote discussions about reform within their institutions. After achieving tenure, researchers are in a stronger position to challenge the status quo more openly: by prioritizing low-cost open-access journals, participating in or founding new publishing initiatives, mentoring young researchers about their publishing choices, and pressuring academic societies and funding agencies to support open science principles.


And for those outside academia: this affects you too. As taxpayers, your tax money funds most of this research. You have a right to access it. You have a right to ask why the products of public investment are being locked away for private profit. You can support open-access legislation, pressure politicians to pressure funding agencies and universities to rethink publishing priorities, and back projects that are trying to do things differently. Journalists, educators, and policymakers can help raise awareness of the inequities in academic publishing. Ultimately, by demanding that publicly funded research remain publicly accessible, we can all help shift the system toward one that serves science and society, rather than private profit.

Knowledge as a public good

Academic publishing has become a system where the creators of new knowledge must pay to give it away, while the public, who funded the creation of this new knowledge, must pay again to read it. The costs are high, the profits concentrated, and the labor largely invisible.

If we believe that knowledge is a public good and not a luxury commodity, then we need to work towards a system that reflects that belief. That means rewarding the work that sustains it, reducing barriers to entry, and making the outputs of scholarship freely available to all.

The current structure is outdated. The incentives are misaligned. But the alternatives are no longer hypothetical. They’re real, viable, and already in motion.

All that remains is the will to choose them.

References:
Cost of publication in Nature https://www.nature.com/nature/for-authors/publishing-options

How publishers profit from article charges: https://direct.mit.edu/qss/article-pdf/4/4/778/2339495/qss_a_00272.pdf

How bad is it and how did we get here? https://www.theguardian.com/science/2017/jun/27/profitable-business-scientific-publishing-bad-for-science

How academic publishers profit from the publish-or-perish culture

https://www.ft.com/content/575f72a8-4eb2-4538-87a8-7652d67d499e


Academic publishers reap huge profits as libraries go broke

https://www.cbc.ca/news/science/academic-publishers-reap-huge-profits-as-libraries-go-broke-1.3111535


The political economy of academic publishing: On the commodification of a public good

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0253226

Elsevier parent company reports 10% rise in profit, to £3.2bn

https://www.researchprofessionalnews.com/rr-news-world-2025-2-elsevier-parent-company-reports-10-rise-in-profit-to-3-2bn


Taylor & Francis revenues up 4.3% in 'strong trading performance'

https://www.thebookseller.com/news/taylor--francis-revenues-up-43-in-strong-trading-performance



Friday, 2 May 2025

Τεχνητή Νοημοσύνη: Ψηφιακή Ουτοπία ή Δυστοπικός Εφιάλτης

«Τυπώνουν χωρίς ντροπή, με ελάχιστο κόστος, υλικό που μπορεί να αναστατώσει ευεπηρέαστους νέους, ενώ ένας αληθινός συγγραφέας πεθαίνει από την πείνα. Θεραπεύστε την πανούκλα που καταλύει τους νόμους της ευπρέπειας και συγκρατήστε τους τυπογράφους. Επιμένουν στις αρρωστημένες τους διαστροφές, στοιχειοθετώντας τον Τίβουλλο, ενώ ένα νεαρό κορίτσι διαβάζει Οβίδιο και μαθαίνει την αμαρτία. [...] Η γραφή, που μας φέρνει χρυσάφι, πρέπει να τιμάται και να θεωρείται ευγενέστερη από κάθε αγαθό, εκτός κι αν έχει εξευτελιστεί στον οίκο ανοχής των πιεστηρίων.»

Έτσι έγραφε ο Ιταλός βενεδικτίνος μοναχός Filippo de Strata σε επιστολή του προς τον Δόγη της Βενετίας το 1490, διαμαρτυρόμενος για την εισαγωγή της τυπογραφίας στην πόλη.

Στην πορεία της Ιστορίας, κάθε κύμα τεχνολογικής καινοτομίας αντιμετωπίστηκε με μίγμα περιέργειας και φόβου. Πάρτε για παράδειγμα την ανακάλυψη του ηλεκτρισμού· αρχικά θεωρήθηκε ένα ευχάριστο παιχνίδι, με δημόσιες επιδείξεις που κυμαίνονταν από την ήπια ψυχαγωγία της ηλεκτρικής γραφίδας του Τόμας Έντισον μέχρι το μακάβριο θέαμα της ηλεκτροπληξίας ζώων. Ο ηλεκτρισμός άρχισε να θεωρείται και ως πιθανός κίνδυνος για τη δημόσια υγεία. Με το πέρασμα των δεκαετιών, οι φόβοι υποχώρησαν, καθώς η βαθιά χρησιμότητά του έγινε φανερή ακόμη και στους πλέον σκεπτικιστές, εγκαθιστώντας τον ως το θεμέλιο της σύγχρονης κοινωνίας.


 Η εικόνα είναι σχέδιο του 1889 κατά του ηλεκτρισμού και τιτλοφορείται "Ο Αδέσμευτος Δαίμων" ("The Unrestrained Demon").

Ένα άλλο παράδειγμα: οι Λουδίτες, μια ομάδα εργατών υφαντουργίας στην Αγγλία του 19ου αιώνα, που κατέστρεφαν αργαλειούς σε ένδειξη διαμαρτυρίας για την απώλεια θέσεων εργασίας και δεν δίσταζαν να προσφύγουν στη βία.

Αυτά τα ιστορικά περιστατικά αντικατοπτρίζουν μια διαρκή αγωνία: την ανησυχία που συνοδεύει τις νέες τεχνολογίες και τον φόβο ότι οι ανθρώπινες δεξιότητες θα καταστούν παρωχημένες. Παρόμοιες ανησυχίες εκφράζονται σήμερα απέναντι στην τεχνητή νοημοσύνη (AI).

Η AI βρίσκεται ανάμεσά μας εδώ και δεκαετίες, έχοντας σημειώσει σημαντική πρόοδο από την εποχή των συστημάτων βασισμένων σε κανόνες (rules-based systems), στη δεκαετία του '60. Μόνο όμως τα τελευταία χρόνια καταγράφηκε μια σημαντική καμπή, χάρη στον συνδυασμό των Μεγάλων Γλωσσικών Μοντέλων (LLMs) — που αποτελούν παραδείγματα διαδικασιών Βαθιάς Μάθησης (Deep Learning) — και των τεράστιων συνόλων δεδομένων (Big Data) με τα οποία εκπαιδεύονται. Παρότι η Τεχνητή Γενική Νοημοσύνη (AGI), που θεωρείται από πολλούς το Άγιο Δισκοπότηρο της έρευνας AI, παραμένει προς το παρόν άπιαστο όνειρο, η «στενή» AI ήδη ξεπερνά τους ανθρώπους σε πληθώρα εξειδικευμένων εργασιών.

Τι κάνουμε λοιπόν μπροστά στην αδυσώπητη προέλαση της AI; Να σταυρώσουμε τα δάχτυλα και να ελπίσουμε στο καλύτερο, σαν σύγχρονες Πολυάννες; Ή να γίνουμε νεολουδίτες, γκρεμίζοντας κάθε ψηφιακό δημιούργημα της AI που εμφανίζεται μπροστά μας;

Η απάντηση είναι: τίποτε από τα δύο. Καταρχάς, είμαστε ακόμη στα πρώτα βήματα. Η τεχνολογία βρίσκεται σε νηπιακό στάδιο. Ναι, έχει ήδη αποδείξει ότι μπορεί να προσφέρει χρήσιμη βοήθεια σε διάφορους τομείς, αλλά κάνει λάθη, παραληρεί και δεν είναι ιδιαίτερα δημιουργική αν δεν καθοδηγείται προσεκτικά από έμπειρο χρήστη.

Ένας πράκτορας AI μπορεί να δώσει φαινομενικά διορατικές απαντήσεις σε ερωτήματα εξειδικευμένων θεμάτων, εκεί όπου ένας μέσος χρήστης, χωρίς ειδικές γνώσεις, θα αδυνατούσε. Ειδικοί σε συγκεκριμένα αντικείμενα — προγραμματιστές, μηχανικοί, καλλιτέχνες, επιστήμονες κ.ά. — διαθέτουν την απαραίτητη κατάρτιση ώστε να θέσουν πολύπλοκα τεχνικά ερωτήματα χρησιμοποιώντας εξειδικευμένη ορολογία και είναι σε θέση να κατανοήσουν τις ειδικές, συμφραζόμενες απαντήσεις της AI. Αυτοί οι έμπειροι χρήστες μπορούν επίσης να εντοπίζουν προβλήματα και αδυναμίες στις απαντήσεις και να τις βελτιώνουν μέσα από διαδοχικά ερωτήματα — κάτι που ο μέσος χρήστης δεν είναι σε θέση να κάνει λόγω έλλειψης εξειδίκευσης.

Σε πρακτικό επίπεδο, ένας εξειδικευμένος χρήστης μπορεί επομένως να χρησιμοποιήσει τα σημερινά συστήματα AI ως ημι-ειδικευμένους συνεργάτες και να επιτύχει σταδιακές βελτιώσεις, ζητώντας επιπλέον βοήθεια όπου χρειάζεται. Μόνο οι ειδικοί, που έχουν αφιερώσει τη ζωή τους στην καλλιέργεια των δεξιοτήτων τους, διαθέτουν την τεχνογνωσία να ωθήσουν αυτή την τεχνολογία στα άκρα — πέρα από τις δυνατότητες ενός απλού χρήστη.

Για παράδειγμα, ας υποθέσουμε ότι κάποιος συνθέτει μουσική επαγγελματικά και έχει στη διάθεσή του έναν πράκτορα AI που μπορεί να βοηθήσει στη σύνθεση. Θα μπορούσε να του ζητήσει να δημιουργήσει ένα πρότυπο θέματος που, αν και δεν έχει ακόμα πλήρως αποκρυσταλλωθεί στο μυαλό του, γνωρίζει πως πρέπει να είναι σε Ντο ελάσσονα και να θυμίζει μπαρόκ έργα του Τέλεμαν και του Περγκολέζι. Υποθέτει ότι ο ήχος που έχει στο μυαλό του μοιάζει κατά 80% με Τέλεμαν και 20% με Περγκολέζι. Ίσως υπάρχει και μια πινελιά Κορέλλι, αλλά δεν είναι σίγουρος. Ξέρει ακριβώς ποια όργανα θέλει να χρησιμοποιήσει, γνωρίζει την αρμονία κ.λπ., και μεταβιβάζει αυτές τις πληροφορίες στην AI ζητώντας της να δημιουργήσει ένα δοκιμαστικό θέμα.

Ίσως να μην του αρέσει το αποτέλεσμα. Ζητάει παραλλαγές μέχρι να βρει κάτι που πλησιάζει αυτό που είχε στο μυαλό του ή κάτι που τον εμπνέει. Έπειτα ζητά από την AI να περάσει τις νότες στο πεντάγραμμο, να εκτυπώσει την παρτιτούρα, ώστε να κάνει τις τελικές ρυθμίσεις ο ίδιος. Σκανάρει το τροποποιημένο έργο και το στέλνει ξανά στην AI για να του βελτιώσει το τέμπο ή να αλλάξει την ταχύτητα κάποιων φράσεων, μέχρι το αποτέλεσμα να τον ικανοποιεί και να πλησιάζει την αρχική του έμπνευση. Συνοπτικά, αυτή η συνεργασία με την AI απλουστεύει σημαντικά τη δουλειά του συνθέτη, ενώ εκείνος παραμένει ο δημιουργικός διευθυντής της όλης διαδικασίας.

Είναι αυτό ανάρμοστο; Σκεφτείτε τον Hans Zimmer, τον διάσημο συνθέτη κινηματογραφικής μουσικής, ο οποίος έχει τη δυνατότητα να προσλαμβάνει πλήθος άλλων συνθετών, ενορχηστρωτών και ηχοληπτών για να τον βοηθούν στη σύνθεση και διαμόρφωση της μουσικής του για ταινίες. Η χρήση της AI θα μπορούσε να επιτρέψει σε συνθέτες με περιορισμένο προϋπολογισμό και μικρότερη αναγνωρισιμότητα να κάνουν κάτι παρόμοιο – και ίσως να γίνουν περισσότερο ανταγωνιστικοί, με τη μουσική τους να προσεγγίζει ευκολότερα νέο κοινό.

Όλα αυτά οδηγούν σε μια δημοκρατικοποίηση της δημιουργικής διαδικασίας και σε έναν πληθωρισμό δημιουργικότητας που θα έχει μακροπρόθεσμο αντίκτυπο σε κάθε επαγγελματικό τομέα. Για να κατανοήσουμε τι μπορεί να σημαίνει αυτό στην πράξη, ας επιστρέψουμε στο υποθετικό μας σενάριο στον χώρο της μουσικής. Η προσφορά και ο ανταγωνισμός θα αυξηθούν σημαντικά, με βασική διαφορά ότι το πεδίο του ανταγωνισμού θα είναι πιο ισότιμο – με μικρότερους συνθέτες να έχουν πλέον τη δυνατότητα να ανταγωνίζονται τους πιο καταξιωμένους. Η παραγωγή θα αυξηθεί εκθετικά, καθιστώντας πολύ πιο δύσκολη την οικοδόμηση και διατήρηση μακροπρόθεσμης φήμης. Σε μια θάλασσα μέτριων συνθέσεων, ο καθοριστικός παράγοντας θα είναι, αναπόφευκτα, η μοναδικά προσωπική σφραγίδα που αφήνει ο δημιουργός στη μουσική του.

Τίποτε από αυτά δεν επαρκεί για να συμπεράνουμε ότι λιγότεροι άνθρωποι θα θεωρούν τη μουσική βιώσιμη επαγγελματική επιλογή· σίγουρα όμως θα αλλάξει ο τρόπος με τον οποίο οι μουσικοί χτίζουν καριέρα. Είναι επίσης απίθανο οι άνθρωποι να πάψουν ξαφνικά να θέλουν να μάθουν μουσικά όργανα – μια απαιτητική διαδικασία που δεν εξαφανίστηκε ούτε όταν εμφανίστηκαν τα συνθεσάιζερ ή η ηλεκτρονική μουσική. Ίσα-ίσα, μπορεί να υπάρξει αυξημένο ενδιαφέρον για ζωντανές εκδηλώσεις, όπως συναυλίες και ρεσιτάλ.

Ας πάρουμε για παράδειγμα τη ζωγραφική και τη φωτογραφία. Η φωτογραφία δεν κατέστρεψε τη ζωγραφική· την ανανέωσε. Επαναπροσδιόρισε το νόημα της τέχνης της ζωγραφικής και, ως μπόνους, δημιούργησε έναν νέο κλάδο: την καλλιτεχνική φωτογραφία και τα συναφή επαγγέλματα. Όταν η πιστή αναπαράσταση υποχώρησε μπροστά στην αδιαμφισβήτητη υπεροχή της ακρίβειας του φωτογραφικού φακού στα τέλη του 19ου και στις αρχές του 20ού αιώνα, ο δημιουργός απελευθερώθηκε από τη ρεαλιστική προσήλωση και γεννήθηκε η μοντέρνα τέχνη. Μια νέα γενιά ρηξικέλευθων καλλιτεχνών βγήκε στο προσκήνιο: Πικάσο, Νταλί, Μονέ, Μανέ, Καντίνσκι, Βαν Γκογκ και πολλοί άλλοι καβάλησαν αυτό το νέο κύμα.

Δεν υπάρχει αρκετός χώρος εδώ για να αναλύσουμε τα πολύ σημαντικά κοινωνικά επακόλουθα που είχαν αυτές οι εξελίξεις – αυτό είναι έργο που αρμόζει καλύτερα στους ιστορικούς. Το συμπέρασμα όμως είναι ότι θα ήταν τουλάχιστον παραπλανητικό να επιμείνει κανείς ότι η φωτογραφία κατέστρεψε τη ζωγραφική. Και για έναν πρόσθετο λόγο: οι ρεαλιστικές αναπαραστάσεις εξακολουθούν να αποτελούν ενεργό κλάδο της ζωγραφικής μέχρι και σήμερα.

Στον σύγχρονο κόσμο, όσοι βιοπορίζονται αποκλειστικά από τη δημιουργική ζωγραφική έχουν σαφώς ευκολότερη πρόσβαση στην αγορά σε σχέση με τους προκατόχους τους στον 18ο και 19ο αιώνα, οι οποίοι δύσκολα προχωρούσαν χωρίς την υποστήριξη πλούσιων χορηγών. Φυσικά, αυτό οφείλεται σε θεμελιώδεις βελτιώσεις των κοινωνικών συνθηκών – αλλά και αυτές επηρεάστηκαν σημαντικά από τις ιστορικές εξελίξεις που αναφέρθηκαν. Είναι δύσκολο να ξεμπλέξει κανείς με ακρίβεια πώς τροφοδότησε η μία τάση την άλλη. Η κοινωνία φυσώντας και ξεφυσώντας, έριξε τις πόρτες και αντικατέστησε ένα ξεπερασμένο οικοδόμημα με ένα πιο σύνθετο.

Στις αριθμητικές επιστήμες, η αριθμομηχανή τσέπης – και αργότερα ο υπολογιστής – δεν εξάλειψαν την ανάγκη εκμάθησης της άλγεβρας. Επιτάχυναν τη δυνατότητα εκτέλεσης πολύπλοκων υπολογισμών σε εντυπωσιακό βαθμό, αλλά δεν κατέστησαν τη μάθηση των υποκείμενων μαθηματικών κανόνων και μεθόδων άχρηστη. Εξακολουθούμε να διδάσκουμε αυτούς τους κανόνες από το δημοτικό σχολείο μέχρι το πανεπιστήμιο.

Εκεί που αυτές οι τεχνολογικές εξελίξεις έκαναν σαφή διαφορά, είναι στην αναγνώριση ότι διαθέτουμε πλέον καλύτερους μηχανισμούς για να ελέγξουμε την ακρίβεια των αποτελεσμάτων μας και να ελαχιστοποιήσουμε τα σφάλματα – και αυτούς χρησιμοποιούμε. Κανένας ερευνητής σήμερα δεν θα απαιτούσε από τον διδακτορικό του φοιτητή να εκτελέσει όλους τους υπολογισμούς στο χέρι, καθώς είναι πολύ πιο πιθανό να παρεισφρήσουν μικρά σφάλματα που μπορεί να κοστίσουν σε χρόνο και απογοήτευση. Εκείνο που ενδιαφέρει τους ερευνητές είναι η ορθή επιστημονική ανάλυση των μετρήσεών τους.

Σε κάθε περίπτωση, η περαιτέρω ανάπτυξη της τεχνητής νοημοσύνης είναι τόσο κρίσιμης σημασίας, ώστε πλέον συνιστά στρατηγική αναγκαιότητα για κάθε χώρα. Οποιαδήποτε συζήτηση περί επιπτώσεων και περιορισμών οφείλει να ξεκινά από αυτό το δεδομένο. Υπάρχουν πράγματι σοβαρά προβλήματα και προκλήσεις, αλλά είναι δυνητικά επιλύσιμα, είτε με την προσαρμογή των υφιστάμενων κοινωνικοοικονομικών μοντέλων είτε με την υιοθέτηση καινοτόμων λύσεων – όπως έχει συμβεί πολλές φορές στο παρελθόν. Καθώς οι κοινωνίες εξοικειώνονται σταδιακά με τις αλλαγές αυτές, είναι σε καλύτερη θέση να απορροφούν πολιτισμικά σοκ και να αναδιοργανώνονται γύρω από νέα σημεία ισορροπίας.

Ίσως οι μεγαλύτερες προκλήσεις που θα φέρει η AI να είναι διαφορετικής φύσεως. Για παράδειγμα: πώς θα αποτρέψουμε έναν αγώνα προς τον πάτο στον τομέα των αυτόνομων έξυπνων όπλων; Πώς μπορούμε να ευθυγραμμίσουμε ηθικά τους στόχους μιας γενικευμένης AI με τους ανθρώπινους στόχους; Η AI έχει σχεδιαστεί για να βρίσκει μοναδικές λύσεις σε πολύ συγκεκριμένα προβλήματα – και οι λύσεις αυτές δεν είναι πάντα εκείνες που θα ελπίζαμε. Αυτό ισχύει ιδιαίτερα όταν καλείται να λάβει πολύπλοκες ηθικές αποφάσεις.

Ας εξετάσουμε τώρα τι μπορεί να προσφέρει η AI στη διδασκαλία και την έρευνα. Ναι, η AI θα μπορέσει τελικά να λύνει τις τυπικές σχολικές ασκήσεις και να εξηγεί λεπτομερώς όλα τα ενδιάμεσα βήματα. Δηλαδή, θα είναι ικανή να προσφέρει συγκεκριμένες λύσεις σε καλά διατυπωμένα ερωτήματα από ένα εύρος γνωστών τύπων προβλημάτων. Αυτό υποδηλώνει ότι το εκπαιδευτικό σύστημα θα χρειαστεί να προσαρμοστεί και να επικεντρωθεί λιγότερο στη μεθοδολογία και τη συλλογή πληροφοριών – πράγματα που μπορούν εύκολα να αυτοματοποιηθούν – και περισσότερο στην καλλιέργεια της κριτικής σκέψης και των αναλυτικών δεξιοτήτων.

Στα όρια της επιστημονικής έρευνας, συχνά δεν έχουμε καν σαφώς διατυπωμένα ερωτήματα. Δεν γνωρίζουμε ούτε τι ακριβώς πρέπει να ρωτήσουμε, ούτε πώς να ερμηνεύσουμε τα αποτελέσματα αν τα δεδομένα είναι ανεπαρκή. Οι λύσεις είναι συχνά πολυδιάστατες και μη μοναδικές – και οι μέθοδοι της AI μπορούν να μας βοηθήσουν να περιηγηθούμε σε αυτό το πολύπλοκο παραμετρικό τοπίο.

Πολλοί γονείς και εκπαιδευτικοί έχουν εκφράσει ανησυχίες για την κατάσταση της μαθηματικής παιδείας, κυρίως στη Δύση, σε σύγκριση με προηγούμενες δεκαετίες. Αυτές οι ανησυχίες συχνά διατυπώνονται με την άρρητη υπόθεση ότι όλα τα άλλα παραμένουν σταθερά (ceteris paribus) – κάτι που προφανώς δεν ισχύει. Οι δεξιότητες των μαθητών σε πολλούς άλλους τομείς, πολλοί εκ των οποίων δεν υπήρχαν καν πριν μερικές δεκαετίες, βρίσκονται σε εντελώς διαφορετικό επίπεδο όσον αφορά τη συλλογή και αξιοποίηση διαθέσιμων πληροφοριών. Ακόμα κι αν αποδεχτούμε ότι οι μαθητές σήμερα μπορεί να είναι πιο αδύναμοι στα μαθηματικά, το γεγονός παραμένει ότι οι ειδικές τους δεξιότητες το αντισταθμίζουν και με το παραπάνω.

Σαφώς, πρόκειται για ένα ζήτημα που πρέπει να μας απασχολεί — αλλά δεν είναι τόσο καταστροφικό όσο συχνά παρουσιάζεται. 

Συγκρίνετε, για παράδειγμα, το επίπεδο των φοιτητών στην υπολογιστική ανάλυση και τις αριθμητικές μεθόδους τη δεκαετία του ’70 με αυτά που μπορούν να επιτύχουν σήμερα. Καμία σύγκριση. Ο αριθμός των φοιτητών που επιλέγουν κλάδους STEM στα πανεπιστήμια παρουσιάζει σταθερή άνοδο, αν και τα ποσοστά εγκατάλειψης σπουδών, ιδίως στη Φυσική, παραμένουν υψηλά.

Πρέπει λοιπόν όλες οι ανησυχίες για την ανάπτυξη και χρήση της AI να απορριφθούν ως απλό κινδυνολογικό παραλήρημα; Φυσικά και όχι· κάτι τέτοιο θα ήταν αφελές και επικίνδυνο. Υπάρχουν πολλές εύλογες και βάσιμες ανησυχίες. Σε κοινωνικό επίπεδο, πρέπει να σκεφτούμε σοβαρά πώς θα ρυθμιστεί η βιομηχανία της AI και να βρεθούν τρόποι ώστε οι επαγγελματίες να αποζημιώνονται όταν η δουλειά τους έχει χρησιμοποιηθεί για την εκπαίδευση μοντέλων AI. Πώς ακριβώς θα λειτουργήσει αυτό στην πράξη παραμένει ασαφές, αλλά καλό είναι να ξεκινήσει η σχετική συζήτηση από τώρα.

Αργά ή γρήγορα, κάθε τομέας και κάθε επάγγελμα θα επηρεαστεί. Το «Τοπίο των ανθρώπινων ικανοτήτων» του Moravec κατακλύζεται σταδιακά, χρόνο με τον χρόνο. Επαγγέλματα με υψηλό δημιουργικό φορτίο, τα οποία μέχρι πρόσφατα θεωρούνταν ασφαλή τουλάχιστον για μερικές ακόμη δεκαετίες, έχουν ήδη αρχίσει να νιώθουν τις πρώτες πιτσιλιές. Σήμερα υπάρχουν AI copilots που μπορούν να βοηθήσουν στη συγγραφή κώδικα, και οι μηχανικοί λογισμικού τα δοκιμάζουν ήδη. Τα χρησιμοποιούν με ένα κράμα ενθουσιασμού και ανησυχίας.

Στο δικό μου επιστημονικό πεδίο, βασιζόμαστε όλο και περισσότερο στη μηχανική μάθηση (machine learning) για την ανίχνευση μοτίβων (pattern recognition) μέσα σε τεράστιες βάσεις δεδομένων. Τα δεδομένα είναι πάρα πολλά. Χωρίς τέτοια εργαλεία, θα χρειαζόμασταν δεκαετίες για να φέρουμε εις πέρας το ίδιο έργο.

Η αργή αλλά σταθερή πορεία της AI αναμένεται να επιφέρει βαθιές ανατροπές στον τρόπο λειτουργίας της κοινωνίας όπως την ξέρουμε – και υποψιάζομαι έντονα ότι θα καταστήσει αναπόφευκτη την εισαγωγή κάποιου είδους Καθολικού Βασικού Εισοδήματος (UBI).

Ο δρόμος είναι μακρύς.

[Δοκίμιο που έγραψα στα Αγγλικά το 2023, μεταφρασμένο στα Ελληνικά απο το ChatGPT4o (με μικρές παρεμβάσεις δικές μου)]

Sunday, 27 April 2025

"Το τέλος της Φυσικής;"


Το ερώτημα αν «τελείωσε» η Φυσική έχει τεθεί πολλές φορές στην ιστορία. Ένα χαρακτηριστικό παράδειγμα είναι η δήλωση του Michelson (του γνωστού από το πείραμα Michelson-Morley) το 1894: “The more important fundamental laws and facts of physical science have all been discovered, and these are now so firmly established that the possibility of their ever being supplanted in consequence of new discoveries is exceedingly remote.” Λίγο αργότερα ήρθαν η θεωρία της σχετικότητας και η κβαντομηχανική και αναποδογύρισαν τα τραπέζια.

Τέτοιες δηλώσεις, νομίζω, συνήθως παραβλέπουν κάποια σημαντικά για μένα σημεία:

1) Την ύπαρξη των “αγνώστων αγνώστων”. Δεν ξέρουμε τι δεν ξέρουμε. Οι μεγαλύτερες ανατροπές προήλθαν από φαινόμενα που δεν είχαμε καν φανταστεί.

2) Τη φαντασία ως θεμελιώδες στοιχείο της επιστημονικής προόδου. Η επιστήμη δεν είναι μόνο παρατήρηση και μέτρηση, αλλά και ριζικές αλλαγές στον τρόπο που σκεφτόμαστε. Η θεωρία της σχετικότητας, για παράδειγμα, δεν προέκυψε από έλλειψη δεδομένων, αλλά από μια αλλαγή οπτικής.

3) Την τεχνολογική πρόοδο ως καταλύτη. Στην Αστρονομία, για παράδειγμα, η αντικατάσταση των φωτογραφικών πλακών από τα CCDs επέφερε μια μικρή επανάσταση. Πολλά πειράματα που σήμερα φαίνονται ανέφικτα, ίσως να είναι θέμα ρουτίνας σε λίγες δεκαετίες.

4) Την εξέλιξη της μεθοδολογίας. Η Φυσική δεν είναι βέβαια στατική ούτε απολύτως καθορισμένη. Η παραδοσιακή πειραματική προσέγγιση δεν εγκαταλείπεται, αλλά εμπλουτίζεται και συνεχώς μετασχηματίζεται. Πλέον βασιζόμαστε ολοένα και περισσότερο σε προηγμένα μαθηματικά και υπολογιστικά μοντέλα, υποστηριζόμενα από τεράστιες υπολογιστικές δυνατότητες. Νέοι ερευνητικοί τομείς αναδύονται, ανοίγοντας καινούριους δρόμους.

Ίσως πράγματι να διανύουμε μια περίοδο σχετικής νηνεμίας, όμως η ιστορία της Φυσικής δείχνει πως τέτοιες φάσεις δεν είναι συχνά παρά το προοίμιο απρόσμενων εξελίξεων. Εν πάση περιπτώσει, ένα τέτοιο ενδεχόμενο δεν μπορούμε να το αποκλείσουμε ελαφρά τη καρδία.

Και ακόμη κι αν κάποια όρια, όπως η κλίμακα Planck, φαίνονται θεμελιώδη και απροσπέλαστα, αυτό δεν σημαίνει ότι οι ανακαλύψεις σταματούν εκεί. 

Δεν είναι μόνο το «τι» μπορούμε να μετρήσουμε, αλλά και το πώς το εντάσσουμε σε νέους τρόπους σκέψης. Το ουσιώδες είναι να μπορούμε να διατυπώνουμε υποθέσεις που οδηγούν σε ελέγξιμες προβλέψεις. Όσο αυτό παραμένει εφικτό, δεν νομίζω ότι χρειάζεται να ανησυχούμε ιδιαίτερα για την κατάσταση της Φυσικής.